@article{UBHD-69238387, author={Almeida, Silvia D. and Norajitra, Tobias and L{\"u}th, Carsten T. and Wald, Tassilo and Weru, Vivienn and Nolden, Marco and J{\"a}ger, Paul F. and Stackelberg, Oyunbileg von and Heußel, Claus Peter and Weinheimer, Oliver and Biederer, J{\"u}rgen and Kauczor, Hans-Ulrich and Maier-Hein, Klaus H.}, title={Capturing COPD heterogeneity}, subtitle={anomaly detection and parametric response mapping comparison for phenotyping on chest computed tomography}, year={2024}, pages={1-15}, language={eng}, issn={2296-858X}, volume={11}, number={Artikel-ID 1360706}, note={Gesehen am 30.07.2024}, journal={Frontiers in medicine}, doi={10.3389/fmed.2024.1360706}, } @article{UBHD-69192713, author={Almeida, Silvia D. and Norajitra, Tobias and L{\"u}th, Carsten T. and Wald, Tassilo and Weru, Vivienn and Nolden, Marco and J{\"a}ger, Paul F. and Stackelberg, Oyunbileg von and Heußel, Claus Peter and Weinheimer, Oliver and Biederer, J{\"u}rgen and Kauczor, Hans-Ulrich and Maier-Hein, Klaus H.}, title={Prediction of disease severity in COPD}, subtitle={a deep learning approach for anomaly-based quantitative assessment of chest CT}, year={2024}, pages={4379–4392}, language={eng}, issn={1432-1084 and 1613-3757}, volume={34}, number={7}, note={Gesehen am 18.03.2024}, journal={European radiology}, doi={10.1007/s00330-023-10540-3}, } @article{UBHD-69043324, author={Antonelli, Michela and Reinke, Annika and Bakas, Spyridon and Farahani, Keyvan and Kopp-Schneider, Annette and Landman, Bennett A. and Litjens, Geert and Menze, Bjoern and Ronneberger, Olaf and Summers, Ronald M. and van Ginneken, Bram and Bilello, Michel and Bilic, Patrick and Christ, Patrick F. and Do, Richard K. G. and Gollub, Marc J. and Heckers, Stephan H. and Huisman, Henkjan and Jarnagin, William R. and McHugo, Maureen K. and Napel, Sandy and Pernicka, Jennifer S. Golia and Rhode, Kawal and Tobon-Gomez, Catalina and Vorontsov, Eugene and Meakin, James A. and Ourselin, Sebastien and Wiesenfarth, Manuel and Arbeláez, Pablo and Bae, Byeonguk and Chen, Sihong and Daza, Laura and Feng, Jianjiang and He, Baochun and Isensee, Fabian and Ji, Yuanfeng and Jia, Fucang and Kim, Ildoo and Maier-Hein, Klaus H. and Merhof, Dorit and Pai, Akshay and Park, Beomhee and Perslev, Mathias and Rezaiifar, Ramin and Rippel, Oliver and Sarasua, Ignacio and Shen, Wei and Son, Jaemin and Wachinger, Christian and Wang, Liansheng and Wang, Yan and Xia, Yingda and Xu, Daguang and Xu, Zhanwei and Zheng, Yefeng and Simpson, Amber L. and Maier-Hein, Lena and Cardoso, M. Jorge}, title={The medical segmentation decathlon}, year={2022}, pages={1-13}, language={eng}, issn={2041-1723}, volume={13(2022) vom: Juli}, number={Artikel-ID 4128}, note={Gesehen am 20.02.2023}, journal={Nature Communications}, doi={10.1038/s41467-022-30695-9}, } @article{UBHD-68903787, author={Ayala, Leonardo and Isensee, Fabian and Wirkert, Sebastian J. and Vemuri, Anant S. and Maier-Hein, Klaus H. and Fei, Baowei and Maier-Hein, Lena}, title={Band selection for oxygenation estimation with multispectral/hyperspectral imaging}, year={2022}, pages={1224-1242}, language={eng}, issn={2156-7085}, volume={13}, number={3}, note={Gesehen am 05.04.2022}, journal={Biomedical optics express}, doi={10.1364/BOE.441214}, } @article{UBHD-68655661, author={B{\"a}uerle, Tobias and Seyler, L. and M{\"u}nter, M. and Jensen, Alexandra and Brand, Karsten and Maier-Hein, Klaus H. and Kopp-Schneider, Annette and Sch{\"u}ssler, Max and Schlemmer, Heinz-Peter and Stieltjes, Bram and Ganten, Maria-Katharina}, title={Diffusion-weighted imaging in rectal carcinoma patients without and after chemoradiotherapy}, subtitle={a comparative study with histology}, year={2013}, pages={444-452}, language={eng}, issn={1872-7727}, volume={82}, number={3}, note={Gesehen am 30.10.2020 ; First published: 4 December 2012}, journal={European journal of radiology}, doi={10.1016/j.ejrad.2012.10.012}, } @article{UBHD-68927361, author={Becker, Daniela and Neher, Peter and Jungk, Christine and Jesser, Jessica and Pfl{\"u}ger, Irada and Krisam, Regina and Bendszus, Martin and Bruckner, Thomas and Maier-Hein, Klaus H. and Scherer, Moritz and Unterberg, Andreas}, title={Comparison of diffusion signal models for fiber tractography in eloquent glioma surgery-determination of accuracy under awake craniotomy conditions}, year={2022}, pages={e429-e440}, language={eng}, issn={1878-8769}, volume={158}, note={Publikationsdatum online: 9 November 2021 ; Gesehen am 04.06.2022}, journal={World neurosurgery}, doi={10.1016/j.wneu.2021.11.006}, } @article{UBHD-68558328, author={Becker, Daniela and Scherer, Moritz and Neher, Peter and Jungk, Christine and Jesser, Jessica and Pfl{\"u}ger, Irada and Krisam, Regina and Bendszus, Martin and Bruckner, Thomas and Maier-Hein, Klaus H. and Unterberg, Andreas}, title={Going beyond diffusion tensor imaging tractography in eloquent glioma surgery - high-resolution fiber tractography}, subtitle={q-ball or constrained spherical deconvolution?}, year={2020}, pages={e596-e609}, language={eng}, issn={1878-8769}, volume={134}, note={Gesehen am 26.03.2020}, journal={World neurosurgery}, doi={10.1016/j.wneu.2019.10.138}, } @article{UBHD-68562377, author={Becker, Daniela and Scherer, Moritz and Neher, Peter and Jungk, Christine and Jesser, Jessica and Pfl{\"u}ger, Irada and Bendszus, Martin and Maier-Hein, Klaus H. and Unterberg, Andreas}, title={Q-ball}, subtitle={high resolution fiber tractography of language associated tracts-quantitative evaluation of applicability for glioma resections}, year={2019}, pages={? S.}, language={eng}, issn={1827-1855}, note={Epub ahead of print ; Gesehen am 07.04.2020}, journal={The journal of neurosurgical sciences}, doi={10.23736/S0390-5616.19.04782-9}, } @article{UBHD-68411410, author={Bernard, Olivier and Maier-Hein, Klaus H. and Wolf, Ivo}, title={Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis}, subtitle={is the problem solved?}, year={2018}, pages={2514-2525}, language={eng}, issn={1558-254X}, volume={37}, number={11}, note={Gesehen am 23.07.2019}, journal={IEEE transactions on medical imaging}, doi={10.1109/TMI.2018.2837502}, } @article{UBHD-68264341, author={Bickelhaupt, Sebastian and Laun, Frederik B. and Maier-Hein, Klaus H. and Stieber, Anne and Schlemmer, Heinz-Peter}, title={Independent value of image fusion in unenhanced breast MRI using diffusion-weighted and morphological T2-weighted images for lesion characterization in patients with recently detected BI-RADS 4/5 X-ray mammography findings}, year={2017}, pages={562-569}, language={eng}, issn={1432-1084 and 1613-3757}, volume={27}, number={2}, note={Gesehen am 22.06.2018 ; Published online: 18 May 2016}, journal={European radiology}, doi={10.1007/s00330-016-4400-9}, } @article{UBHD-68222716, author={Bickelhaupt, Sebastian and Jaeger, Paul Ferdinand and Laun, Frederik B. and Lederer, Wolfgang and Daniel, Heidi and Kuder, Tristan Anselm and Wuesthof, Lorenz and Paech, Daniel and Bonekamp, David and Radbruch, Alexander and Delorme, Stefan and Schlemmer, Heinz-Peter and Maier-Hein, Klaus H.}, title={Radiomics based on adapted diffusion kurtosis imaging helps to clarify most mammographic findings suspicious for cancer}, year={2018}, pages={761-770}, language={eng}, issn={1527-1315}, volume={287}, number={3}, note={Ahead of print ; Gesehen am 21.02.2018}, journal={Radiology}, doi={10.1148/radiol.2017170273}, } @book{UBHD-69002609, editor={Palm, Christoph and Deserno, Thomas M. and Handels, Heinz and Maier, Andreas and Maier-Hein, Klaus H. and Tolxdorff, Thomas}, organization={Springer Fachmedien Wiesbaden}, title={Bildverarbeitung f{\"u}r die Medizin 2021}, subtitle={Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021}, publisher={Springer Vieweg}, address={Wiesbaden ; [Heidelberg]}, year={2021}, pages={XXV, 361 Seiten}, language={eng and ger}, isbn={978-3-658-33197-9 and 3-658-33197-6}, series={Informatik aktuell}, note={Literaturangaben}, keywords={Bildverarbeitung / Medizin ; Bildgebendes Verfahren / Bildverarbeitung ; Medizinische Informatik / Bildverarbeitung / Maschinelles Lernen / Deep Learning}, } @book{UBHD-68705263, editor={Palm, Christoph and Deserno, Thomas M. and Handels, Heinz and Maier, Andreas and Maier-Hein, Klaus H. and Tolxdorff, Thomas}, organization={Bildverarbeitung f{\"u}r die Medizin }, title={Bildverarbeitung f{\"u}r die Medizin 2021}, subtitle={Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021}, publisher={Springer Vieweg}, address={Wiesbaden}, year={2021}, pages={1 Online-Ressource (XXV, 361 Seiten)}, language={ger}, isbn={978-3-658-33198-6}, series={Springer eBook Collection}, doi={10.1007/978-3-658-33198-6}, keywords={Bildverarbeitung / Medizin}, url={https://doi.org/10.1007/978-3-658-33198-6}, library={UB}, } @article{UBHD-69070029, author={Bilic, Patrick and Christ, Patrick and Li, Hongwei Bran and Vorontsov, Eugene and Ben-Cohen, Avi and Kaissis, Georgios and Szeskin, Adi and Jacobs, Colin and Mamani, Gabriel Efrain Humpire and Chartrand, Gabriel and Loh{\"o}fer, Fabian and Holch, Julian Walter and Sommer, Wieland and Hofmann, Felix and Hostettler, Alexandre and Lev-Cohain, Naama and Drozdzal, Michal and Amitai, Michal Marianne and Vivanti, Refael and Sosna, Jacob and Ezhov, Ivan and Sekuboyina, Anjany and Navarro, Fernando and Kofler, Florian and Paetzold, Johannes C. and Shit, Suprosanna and Hu, Xiaobin and Lipková, Jana and Rempfler, Markus and Piraud, Marie and Kirschke, Jan and Wiestler, Benedikt and Zhang, Zhiheng and H{\"u}lsemeyer, Christian and Beetz, Marcel and Ettlinger, Florian and Antonelli, Michela and Bae, Woong and Bellver, Míriam and Bi, Lei and Chen, Hao and Chlebus, Grzegorz and Dam, Erik B. and Dou, Qi and Fu, Chi-Wing and Georgescu, Bogdan and Giró-i-Nieto, Xavier and Gruen, Felix and Han, Xu and Heng, Pheng-Ann and Hesser, J{\"u}rgen and Moltz, Jan Hendrik and Igel, Christian and Isensee, Fabian and J{\"a}ger, Paul and Jia, Fucang and Kaluva, Krishna Chaitanya and Khened, Mahendra and Kim, Ildoo and Kim, Jae-Hun and Kim, Sungwoong and Kohl, Simon and Konopczynski, Tomasz and Kori, Avinash and Krishnamurthi, Ganapathy and Li, Fan and Li, Hongchao and Li, Junbo and Li, Xiaomeng and Lowengrub, John and Ma, Jun and Maier-Hein, Klaus H. and Maninis, Kevis-Kokitsi and Meine, Hans and Merhof, Dorit and Pai, Akshay and Perslev, Mathias and Petersen, Jens and Pont-Tuset, Jordi and Qi, Jin and Qi, Xiaojuan and Rippel, Oliver and Roth, Karsten and Sarasua, Ignacio and Schenk, Andrea and Shen, Zengming and Torres, Jordi and Wachinger, Christian and Wang, Chunliang and Weninger, Leon and Wu, Jianrong and Xu, Daguang and Yang, Xiaoping and Yu, Simon Chun-Ho and Yuan, Yading and Yue, Miao and Zhang, Liping and Cardoso, Jorge and Bakas, Spyridon and Braren, Rickmer and Heinemann, Volker and Pal, Christopher and Tang, An and Kadoury, Samuel and Soler, Luc and van Ginneken, Bram and Greenspan, Hayit and Joskowicz, Leo and Menze, Bjoern}, title={The Liver Tumor Segmentation Benchmark (LiTS)}, year={2023}, pages={1-24}, language={eng}, issn={1361-8423}, volume={84(2023) vom: Feb.}, number={Artikel-ID 102680}, note={Online verf{\"u}gbar 17 November 2022, Version des Artikels 5 December 2022 ; Gesehen am 28.04.2023}, journal={Medical image analysis}, doi={10.1016/j.media.2022.102680}, } @article{UBHD-68561815, author={Bonekamp, David and Kohl, Simon and Wiesenfarth, Manuel and Schelb, Patrick and Radtke, Jan Philipp and G{\"o}tz, Michael and Vollmuth, Philipp and Yaqubi, Kaneschka and Hitthaler, Bertram and G{\"a}hlert, Nils and Kuder, Tristan Anselm and Deister, Fenja and Freitag, Martin T. and Hohenfellner, Markus and Hadaschik, Boris A. and Schlemmer, Heinz-Peter and Maier-Hein, Klaus H.}, title={Radiomic machine learning for characterization of prostate lesions with MRI}, subtitle={comparison to ADC values}, year={2018}, pages={128-137}, language={eng}, issn={1527-1315}, volume={289}, number={1}, note={Gesehen am 06.04.2020}, journal={Radiology}, doi={10.1148/radiol.2018173064}, } @article{UBHD-68563822, author={Brugnara, Gianluca and Isensee, Fabian and Neuberger, Ulf and Bonekamp, David and Petersen, Jens and Diem, Ricarda and Wildemann, Brigitte and Heiland, Sabine and Wick, Wolfgang and Bendszus, Martin and Maier-Hein, Klaus H. and Vollmuth, Philipp}, title={Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis}, year={2020}, pages={2356-2364}, language={eng}, issn={1432-1084 and 1613-3757}, volume={30}, number={4}, note={Gesehen am 14.04.2020}, journal={European radiology}, doi={10.1007/s00330-019-06593-y}, } @article{UBHD-69123999, author={Brugnara, Gianluca and Baumgartner, Michael and Scholze, Edwin and Deike-Hofmann, Katerina and Kades, Klaus and Scherer, Jonas and Denner, Stefan and Meredig, Hagen and Rastogi, Aditya and Mahmutoglu, Mustafa A. and Ulfert, Christian and Neuberger, Ulf and Sch{\"o}nenberger, Silvia and Schlamp, Kai and Wick, Wolfgang and Ringleb, Peter A. and Floca, Ralf and M{\"o}hlenbruch, Markus Alfred and Radbruch, Alexander and Bendszus, Martin and Maier-Hein, Klaus H. and Vollmuth, Philipp}, title={Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke}, year={2023}, pages={1-15}, language={eng}, issn={2041-1723}, volume={14}, number={Artikel-ID 4938}, note={Gesehen am 21.09.2023}, journal={Nature Communications}, doi={10.1038/s41467-023-40564-8}, } @article{UBHD-68369264, author={Debus, Charlotte and Floca, Ralf and Maier-Hein, Klaus H. and Abdollahi, Amir and Nolden, Marco}, title={MITK-modelFit}, subtitle={a generic open-source framework for model fits and their exploration in medical imaging - design, implementation and application on the example of DCE-MRI}, year={2019}, pages={18 S.}, language={eng}, issn={1471-2105}, volume={20(2019) Artikel-Nummer 31}, number={18 Seiten}, note={Gesehen am 13.3.2019}, journal={BMC bioinformatics}, doi={10.1186/s12859-018-2588-1}, } @incollection{UBHD-69276803, author={Fischer, Maximilian and Neher, Peter and G{\"o}tz, Michael and Xiao, Shuhan and Almeida, Silvia Dias and Sch{\"u}ffler, Peter and Muckenhuber, Alexander and Braren, Rickmer and Kleesiek, Jens Philipp and Nolden, Marco and Maier-Hein, Klaus H.}, title={Deep learning on lossily compressed pathology images}, subtitle={adverse effects for ImageNet pre-trained models}, year={2022}, pages={73-83}, language={eng}, isbn={9783031169601}, booktitle={Medical optical imaging and virtual microscopy image analysis}, editor={Huo, Yuankai}, } @incollection{UBHD-69101709, author={Fischer, Maximilian and Schader, Philipp and Braren, Rickmer and G{\"o}tz, Michael and Muckenhuber, Alexander and Weichert, Wilko and Sch{\"u}ffler, Peter and Kleesiek, Jens Philipp and Scherer, Jonas and Kades, Klaus and Maier-Hein, Klaus H. and Nolden, Marco}, title={DICOM whole slide imaging for computational pathology research in Kaapana and the joint imaging platform}, year={2022}, pages={273-278}, language={eng}, isbn={9783658369316}, booktitle={Bildverarbeitung f{\"u}r die Medizin 2022}, editor={Maier-Hein, Klaus H. and Deserno, Thomas M. and Handels, Heinz and Maier, Andreas and Palm, Christoph and Tolxdorff, Thomas}, } @article{UBHD-69317714, author={Floca, Ralf and Bohn, Jonas and Haux, Christian and Wiestler, Benedikt and Z{\"o}llner, Frank G. and Reinke, Annika and Weiß, Jakob and Nolden, Marco and Albert, Steffen and Persigehl, Thorsten and Norajitra, Tobias and Baeßler, Bettina and Dewey, Marc and Braren, Rickmer and B{\"u}chert, Martin and Fallenberg, Eva Maria and Galldiks, Norbert and Gerken, Annika and G{\"o}tz, Michael and Hahn, Horst K. and Haubold, Johannes and Haueise, Tobias and Große Hokamp, Nils and Ingrisch, Michael and Iuga, Andra-Iza and Janoschke, Marco and Jung, Matthias and Kiefer, Lena Sophie and Lohmann, Philipp and Machann, J{\"u}rgen and Moltz, Jan Hendrik and Nattenm{\"u}ller, Johanna and Nonnenmacher, Tobias and Oerther, Benedict and Othman, Ahmed E. and Peisen, Felix and Schick, Fritz and Umutlu, Lale and Wichtmann, Barbara D. and Zhao, Wenzhao and Caspers, Svenja and Schlemmer, Heinz-Peter and Schlett, Christopher L. and Maier-Hein, Klaus H. and Bamberg, Fabian}, title={Radiomics workflow definition & challenges - German priority program 2177 consensus statement on clinically applied radiomics}, year={2024}, pages={1-12}, language={eng}, issn={1869-4101}, volume={15}, note={Gesehen am 12.03.2025}, journal={Insights into imaging}, doi={10.1186/s13244-024-01704-w}, } @article{UBHD-68580688, author={Freitag, Martin T. and Bickelhaupt, Sebastian and Ziener, Christian H. and Maier-Hein, Klaus H. and Radtke, Jan Philipp and Mosebach, Jennifer and Kuder, Tristan Anselm and Schlemmer, Heinz-Peter and Laun, Frederik B.}, title={Ausgew{\"a}hlte klinisch etablierte und wissenschaftliche Techniken der diffusionsgewichteten MRT}, subtitle={im Kontext der onkologischen Bildgebung}, year={2016}, pages={137-147}, language={ger}, issn={1432-2102}, volume={56}, number={2}, note={Gesehen am 26.05.2020}, journal={Der Radiologe}, doi={10.1007/s00117-015-0066-6}, } @article{UBHD-68735270, author={Freitag, Martin T. and Bruggen, Thomas van and Maier-Hein, Klaus H. and Henze, Romy and Brunner, Romuald and Parzer, Peter and Resch, Franz and Stieltjes, Bram}, title={Reduced lateralization in early onset schizophrenia}, year={2013}, pages={23-28}, language={eng}, issn={1872-7972}, volume={537}, note={Gesehen am 07.05.2021}, journal={Neuroscience letters}, doi={10.1016/j.neulet.2013.01.024}, } @article{UBHD-68706681, author={Ganten, Maria-Katharina and Sch{\"u}ßler, Maximilian and B{\"a}uerle, Tobias and M{\"u}nter, Marc and Schlemmer, Heinz-Peter and Jensen, Alexandra and Brand, Karsten and Dueck, Margret and Dinkel, Julien and Kopp-Schneider, Annette and Maier-Hein, Klaus H. and Stieltjes, Bram}, title={The role of perfusion effects in monitoring of chemoradiotherapy of rectal carcinoma using diffusion-weighted imaging}, year={2013}, pages={548-556}, language={eng}, issn={1470-7330}, volume={13}, number={4}, note={Gesehen am 03.03.2020}, journal={Cancer imaging}, doi={10.1102/1470-7330.2013.0045}, } @book{UBHD-68906883, editor={Maier-Hein, Klaus H. and Deserno, Thomas M. and Handels, Heinz and Maier, Andreas and Palm, Christoph and Tolxdorff, Thomas}, organization={German Workshop on Medical Image Computing <2022, Heidelberg>}, title={Bildverarbeitung f{\"u}r die Medizin 2022}, subtitle={proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022}, publisher={Springer Gabler}, address={Wiesbaden}, year={2022}, pages={1 Online-Ressource (xx, 356 Seiten, 142 Abb.)}, language={ger}, isbn={978-3-658-36932-3}, series={Springer eBook Collection}, doi={10.1007/978-3-658-36932-3}, keywords={Bildverarbeitung / Medizin ; Bildgebendes Verfahren / Bildverarbeitung ; Medizinische Informatik / Deep Learning / Maschinelles Lernen / Bildverarbeitung}, url={https://doi.org/10.1007/978-3-658-36932-3}, library={UB}, } @book{UBHD-68994875, editor={Maier-Hein, Klaus H. and Deserno, Thomas M. and Handels, Heinz and Maier, Andreas and Palm, Christoph and Tolxdorff, Thomas}, organization={German Workshop on Medical Image Computing <2022, Heidelberg>}, title={Bildverarbeitung f{\"u}r die Medizin 2022}, subtitle={Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022}, publisher={Springer Vieweg}, address={Wiesbaden ; [Heidelberg]}, year={2022}, pages={xx, 356 Seiten}, language={eng and ger}, isbn={978-3-658-36931-6 and 3-658-33197-6 and 978-3-658-33197-9}, series={Informatik aktuell}, note={Literaturangaben}, keywords={Bildverarbeitung / Medizin ; Bildgebendes Verfahren / Bildverarbeitung ; Medizinische Informatik / Bildverarbeitung / Maschinelles Lernen / Deep Learning}, library={UB [Signatur: UBN/ST 640 B595-2022]}, } @article{UBHD-68432600, author={G{\"o}tz, Michael and Nolden, Marco and Maier-Hein, Klaus H.}, title={MITK Phenotyping}, subtitle={an open-source toolchain for image-based personalized medicine with radiomics}, year={2019}, pages={108-111}, language={eng}, issn={1879-0887}, volume={131}, note={Available online 31 December 2018 ; Gesehen am 24.09.2019}, journal={Radiotherapy and oncology}, doi={10.1016/j.radonc.2018.11.021}, } @article{UBHD-68640042, author={G{\"o}tz, Michael and Maier-Hein, Klaus H.}, title={Optimal statistical incorporation of independent feature stability information into radiomics studies}, year={2020}, pages={10 S.}, language={eng}, issn={2045-2322}, volume={10(2020) Artikel-Nummer 737}, number={10 Seiten}, note={Gesehen am 24.09.2020}, journal={Scientific reports}, doi={10.1038/s41598-020-57739-8}, } @article{UBHD-69269278, author={Gotkowski, Karol and Gupta, Shuvam and Godinho, Jose R. A. and Tochtrop, Camila G. S. and Maier-Hein, Klaus H. and Isensee, Fabian}, title={ParticleSeg3D}, subtitle={a scalable out-of-the-box deep learning segmentation solution for individual particle characterization from micro CT images in mineral processing and recycling}, year={2024}, pages={1-13}, language={eng}, issn={0032-5910}, volume={434}, number={Artikel-ID 119286}, note={Gesehen am 04.11.2024}, journal={Powder technology}, doi={10.1016/j.powtec.2023.119286}, } @article{UBHD-68976499, author={Gubian, Arthur and Kausch, Lisa and Neumann, Jan-Oliver and Kiening, Karl and Ishak, Basem and Maier-Hein, Klaus H. and Unterberg, Andreas and Scherer, Moritz}, title={CT-navigated spinal instrumentations-three-dimensional evaluation of screw placement accuracy in relation to a screw trajectory pan}, year={2022}, pages={1-17}, language={eng}, issn={1648-9144}, volume={58}, note={Gesehen am 20.10.2022}, journal={Medicina}, doi={10.3390/medicina58091200}, } @article{UBHD-69113132, author={Haueise, Tobias and Schick, Fritz and Stefan, Norbert and Schlett, Christopher L. and Weiss, Jakob B. and Nattenm{\"u}ller, Johanna and G{\"o}bel-Guéniot, Katharina and Norajitra, Tobias and Nonnenmacher, Tobias and Kauczor, Hans-Ulrich and Maier-Hein, Klaus H. and Niendorf, Thoralf and Pischon, Tobias and J{\"o}ckel, Karl-Heinz and Umutlu, Lale and Peters, Annette and Rospleszcz, Susanne and Kr{\"o}ncke, Thomas and Hosten, Norbert and V{\"o}lzke, Henry and Krist, Lilian and Willich, Stefan N. and Bamberg, Fabian and Machann, J{\"u}rgen}, title={Analysis of volume and topography of adipose tissue in the trunk}, subtitle={results of MRI of 11,141 participants in the German National Cohort}, year={2023}, pages={1-10}, language={eng}, issn={2375-2548}, volume={9}, note={Ver{\"o}ffentlicht: 12. Mai 2023 ; Gesehen am 16.08.2023}, journal={Science advances}, doi={10.1126/sciadv.add0433}, } @article{UBHD-68636411, author={Hauser, Thomas and Essig, Marco and Jensen, Alexandra and Laun, Frederik B. and M{\"u}nter, Marc and Maier-Hein, Klaus H. and Stieltjes, Bram}, title={Prediction of treatment response in head and neck carcinomas using IVIM-DWI}, subtitle={evaluation of lymph node metastasis}, year={2014}, pages={783-787}, language={eng}, issn={1872-7727}, volume={83}, number={5}, note={Gesehen am 10.09.2020}, journal={European journal of radiology}, doi={10.1016/j.ejrad.2014.02.013}, } @article{UBHD-68874163, author={Heller, Nicholas and Isensee, Fabian and Maier-Hein, Klaus H. and Hou, Xiaoshuai and Xie, Chunmei and Li, Fengyi and Nan, Yang and Mu, Guangrui and Lin, Zhiyong and Han, Miofei and Yao, Guang and Gao, Yaozong and Zhang, Yao and Wang, Yixin and Hou, Feng and Yang, Jiawei and Xiong, Guangwei and Tian, Jiang and Zhong, Cheng and Ma, Jun and Rickman, Jack and Dean, Joshua and Stai, Bethany and Tejpaul, Resha and Oestreich, Makinna and Blake, Paul and Kaluzniak, Heather and Raza, Shaneabbas and Rosenberg, Joel and Moore, Keenan and Walczak, Edward and Rengel, Zachary and Edgerton, Zach and Vasdev, Ranveer and Peterson, Matthew and McSweeney, Sean and Peterson, Sarah and Kalapara, Arveen and Sathianathen, Niranjan and Papanikolopoulos, Nikolaos and Weight, Christopher}, title={The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging}, subtitle={results of the KiTS19 challenge}, year={2021}, pages={1-16}, language={eng}, issn={1361-8423}, volume={67}, number={Artikel-ID 101821}, note={Available online 2 October 2020 ; Gesehen am 04.02.2022}, journal={Medical image analysis}, doi={10.1016/j.media.2020.101821}, } @article{UBHD-69129887, author={Hildenbrand, Nina Marie and Klein, André and Maier-Hein, Klaus H. and Wennmann, Markus and Delorme, Stefan and Goldschmidt, Hartmut and Hillengass, Jens}, title={Identification of focal lesion characteristics in MRI which indicate presence of corresponding osteolytic lesion in CT in patients with multiple myeloma}, year={2023}, pages={1-9}, language={eng}, issn={1873-2763}, volume={175(2023) vom: Okt.}, number={Artikel-ID 116857}, note={Online verf{\"u}gbar 22 July 2023, Version des Artikels 7 August 2023 ; Gesehen am 16.10.2023}, journal={Bone}, doi={10.1016/j.bone.2023.116857}, } @article{UBHD-68286161, author={Hirjak, Dusan and Wolf, Robert Christian and Kubera, Katharina Maria and Thomann, Anne K. and Maier-Hein, Klaus H. and Schr{\"o}der, Johannes and Thomann, Philipp}, title={Cortical signature of clock drawing performance in Alzheimer's disease and mild cognitive impairment}, year={2017}, pages={133-142}, language={eng}, issn={1879-1379}, volume={90}, note={Gesehen am 17.07.2018}, journal={Journal of psychiatric research}, doi={10.1016/j.jpsychires.2017.02.019}, } @article{UBHD-69192235, author={Hirjak, Dusan and Brandt, Geva A. and Peretzke, Robin and Fritze, Stefan and Meyer-Lindenberg, Andreas and Maier-Hein, Klaus H. and Neher, Peter}, title={Microstructural white matter biomarkers of symptom severity and therapy outcome in catatonia}, subtitle={rationale, study design and preliminary clinical data of the whiteCAT study}, year={2024}, pages={160-168}, language={eng}, issn={1573-2509}, volume={263(2024) vom: Jan.}, note={Online verf{\"u}gbar: 24. Mai 2023, Artikelversion: 18. Dezember 2023 ; Gesehen am 15.03.2024}, journal={Schizophrenia research}, doi={10.1016/j.schres.2023.05.011}, } @article{UBHD-68634333, author={Hirjak, Dusan and Wolf, Robert Christian and Kubera, Katharina Maria and Stieltjes, Bram and Maier-Hein, Klaus H. and Thomann, Philipp}, title={Neurological soft signs in recent-onset schizophrenia}, subtitle={Focus on the cerebellum}, year={2015}, pages={18-25}, language={eng}, issn={1878-4216}, volume={60}, note={Gesehen am 03.09.2020}, journal={Progress in neuro-psychopharmacology & biological psychiatry}, doi={10.1016/j.pnpbp.2015.01.011}, } @article{UBHD-68284990, author={Hirjak, Dusan and Sambataro, Fabio and Remmele, Barbara and Kubera, Katharina Maria and Schr{\"o}der, Johannes and Seidl, Ulrich and Thomann, Anne K. and Maier-Hein, Klaus H. and Wolf, Robert Christian and Thomann, Philipp}, title={The relevance of hippocampal subfield integrity and clock drawing test performance for the diagnosis of Alzheimer’s disease and mild cognitive impairment}, year={2019}, pages={197-208}, language={eng}, issn={1814-1412}, volume={20}, number={3}, note={Gesehen am 15.11.2019 ; Published online: 31 Aug 2017}, journal={The world journal of biological psychiatry}, doi={10.1080/15622975.2017.1355474}, } @article{UBHD-68561097, author={Isensee, Fabian and Schell, Marianne and Pfl{\"u}ger, Irada and Brugnara, Gianluca and Bonekamp, David and Neuberger, Ulf and Schlemmer, Heinz-Peter and Heiland, Sabine and Wick, Wolfgang and Bendszus, Martin and Maier-Hein, Klaus H. and Vollmuth, Philipp}, title={Automated brain extraction of multisequence MRI using artificial neural networks}, year={2019}, pages={4952-4964}, language={eng}, issn={1467-9892}, volume={40}, number={17}, note={Gesehen am 03.04.2020}, journal={Journal of time series analysis}, doi={10.1002/hbm.24750}, url={https://doi.org/10.1002/hbm.24750}, library={UB}, } @article{UBHD-69154135, author={Isensee, Fabian and Jaeger, Paul F. and Kohl, Simon and Petersen, Jens and Maier-Hein, Klaus H.}, title={nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation}, year={2021}, pages={203-211}, language={eng}, issn={1548-7105}, volume={18}, number={2}, note={Gesehen am 18.12.2023}, journal={Nature methods}, doi={10.1038/s41592-020-01008-z}, } @article{UBHD-68873382, author={Jayachandran Preetha, Chandrakanth and Meredig, Hagen and Brugnara, Gianluca and Mahmutoglu, Mustafa A. and Foltyn-Dumitru, Martha and Isensee, Fabian and Keßler, Tobias and Pfl{\"u}ger, Irada and Schell, Marianne and Neuberger, Ulf and Petersen, Jens and Wick, Antje and Heiland, Sabine and Debus, J{\"u}rgen and Platten, Michael and Idbaih, Ahmed and Brandes, Alba A. and Winkler, Frank and van den Bent, Martin J and Nabors, Burt and Stupp, Roger and Maier-Hein, Klaus H. and Gorlia, Thierry and Tonn, J{\"o}rg-Christian and Weller, Michael and Wick, Wolfgang and Bendszus, Martin and Vollmuth, Philipp}, title={Deep-learning-based synthesis of post-contrast T1-weighted MRI for tumour response assessment in neuro-oncology}, subtitle={a multicentre, retrospective cohort study}, year={2021}, pages={e784-e794}, language={eng}, issn={2589-7500}, volume={3}, number={12 vom: Dez.}, note={Gesehen am 02.02.2022}, journal={The lancet}, doi={10.1016/S2589-7500(21)00205-3}, } @article{UBHD-68724050, author={Kades, Klaus and Sellner, Jan and K{\"o}hler, Gregor and Full, Peter M. and Lai, T. Y. Emmy and Kleesiek, Jens Philipp and Maier-Hein, Klaus H.}, title={Adapting Bidirectional Encoder Representations from Transformers (BERT) to assess clinical semantic textual similarity}, subtitle={algorithm development and validation study}, year={2021}, pages={1-13}, language={eng}, issn={2291-9694}, volume={9}, note={Gesehen am 21.07.2021}, journal={JMIR medical informatics}, doi={10.2196/22795}, } @incollection{UBHD-69101710, author={Kades, Klaus and Scherer, Jonas and Scholtyssek, Jan and Penzkofer, Tobias and Nolden, Marco and Maier-Hein, Klaus H.}, title={Efficient DICOM image tagging and cohort curation within Kaapana}, year={2022}, pages={279-284}, language={eng}, isbn={9783658369316}, booktitle={Bildverarbeitung f{\"u}r die Medizin 2022}, editor={Maier-Hein, Klaus H. and Deserno, Thomas M. and Handels, Heinz and Maier, Andreas and Palm, Christoph and Tolxdorff, Thomas}, doi={10.1007/978-3-658-36932-3_59}, } @incollection{UBHD-68963595, author={Kausch, Lisa and Thomas, Sarina and Kunze, Holger and Norajitra, Tobias and Klein, André and Barbari, Jan el and Privalov, Maxim and Vetter, Sven Y. and Mahnken, Andreas H. and Maier-Hein, Lena and Maier-Hein, Klaus H.}, title={C-Arm Positioning for Spinal Standard Projections in Different Intra-operative Settings}, year={2021}, pages={352-362}, language={eng}, isbn={9783030872014}, journal={MICCAI (24. : 2021 : Online)Medical image computing and computer assisted intervention - MICCAI 2021 ; Part 4}, editor={Bruijne, Marleen de}, } @article{UBHD-68986767, author={Kausch, Lisa and Thomas, Sarina and Kunze, Holger and Norajitra, Tobias and Klein, André and Ayala, Leonardo and Barbari, Jan el and Mandelka, Leon Eric and Privalov, Maxim and Vetter, Sven Y. and Mahnken, Andreas H. and Maier-Hein, Lena and Maier-Hein, Klaus H.}, title={C-arm positioning for standard projections during spinal implant placement}, year={2022}, pages={1-13}, language={eng}, issn={1361-8423}, volume={81(2022) vom: Okt.}, number={Artikel-ID 102557}, note={Gesehen am 02.11.2023}, journal={Medical image analysis}, doi={10.1016/j.media.2022.102557}, } @article{UBHD-68564594, author={Kenngott, Hannes G{\"o}tz and Nickel, Felix and Wise, Philipp Anthony and Wagner, Felix and Billeter, Adrian and Nattenm{\"u}ller, Johanna and Nabers, Diana and Maier-Hein, Klaus H. and Kauczor, Hans-Ulrich and Fischer, Lars and M{\"u}ller, Beat P.}, title={Weight loss and changes in adipose tissue and skeletal muscle volume after laparoscopic sleeve gastrectomy and and Roux-en-Y gastric bypass}, subtitle={a prospective study with 12-month follow-up}, year={2019}, pages={4018-4028}, language={eng}, issn={1708-0428}, volume={29}, number={12}, note={Gesehen am 15.04.2020}, journal={Obesity surgery}, doi={10.1007/s11695-019-04087-w}, } @article{UBHD-68444329, author={Kesch, Claudia and Radtke, Jan Philipp and Wintsche, Axel and Wiesenfarth, Manuel and Luttje, Mariska and Gasch, Claudia and Dieffenbacher, Svenja and Pecqueux, Carine and Teber, Dogu and Hatiboglu, Gencay and Nyarangi-Dix, Joanne and Simpfend{\"o}rfer, Tobias and Schoenberg, Gita and Dimitrakopoulou-Strauss, Antonia and Freitag, Martin T. and Duensing, Anette and Gr{\"u}llich, Carsten and J{\"a}ger, Dirk and G{\"o}tz, J{\"o}rg-Michael and Grabe, Niels and Schweiger, Michal-Ruth and Pahernik, Sascha and Perner, Sven and Herpel, Esther and Roth, Wilfried and Wieczorek, Kathrin and Maier-Hein, Klaus H. and Debus, J{\"u}rgen and Haberkorn, Uwe and Giesel, Frederik L. and Galle, J{\"o}rg and Hadaschik, Boris and Schlemmer, Heinz-Peter and Hohenfellner, Markus and Bonekamp, David and S{\"u}ltmann, Holger and Duensing, Stefan}, title={Correlation between genomic index lesions and mpMRI and 68 Ga-PSMA-PET/CT imaging features in primary prostate cancer}, year={2018}, pages={8 S.}, language={eng}, issn={2045-2322}, volume={8(2018) Artikel-Nummer 16708}, number={8 Seiten}, note={Im Titel ist "68" hochgestellt ; Gesehen am 02.04.2020}, journal={Scientific reports}, doi={10.1038/s41598-018-35058-3}, } @article{UBHD-68614190, author={Klauß, Miriam and Mayer, Philipp and Bergmann, Frank and Maier-Hein, Klaus H. and Hase, Judith and Hackert, Thilo and Kauczor, Hans-Ulrich and Grenacher, Lars and Stieltjes, Bram}, title={Correlation of histological vessel characteristics and diffusion-weighted imaging intravoxel incoherent motion-derived parameters in pancreatic ductal adenocarcinomas and pancreatic neuroendocrine tumors}, year={2015}, pages={792-797}, language={eng}, issn={1536-0210}, volume={50}, number={11}, note={Gesehen am 07.07.2020}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000187}, } @article{UBHD-68576302, author={Klauß, Miriam and Mayer, Philipp and Maier-Hein, Klaus H. and Laun, Frederik B. and Mehrabi, Arianeb and Kauczor, Hans-Ulrich and Stieltjes, Bram}, title={IVIM-diffusion-MRI for the differentiation of solid benign and malign hypervascular liver lesions}, subtitle={evaluation with two different MR scanners}, year={2016}, pages={1289-1294}, language={eng}, issn={1872-7727}, volume={85}, number={7}, note={Gesehen am 13.05.2020}, journal={European journal of radiology}, doi={10.1016/j.ejrad.2016.04.011}, } @article{UBHD-68576299, author={Klauß, Miriam and Maier-Hein, Klaus H. and Tjaden, Christin and Hackert, Thilo and Grenacher, Lars and Stieltjes, Bram}, title={IVIM DW-MRI of autoimmune pancreatitis}, subtitle={therapy monitoring and differentiation from pancreatic cancer}, year={2016}, pages={2099-2106}, language={eng}, issn={1432-1084 and 1613-3757}, volume={26}, number={7}, note={Published online: 8 October 2015 ; Gesehen am 13.05.2020}, journal={European radiology}, doi={10.1007/s00330-015-4041-4}, } @article{UBHD-68576369, author={Kleesiek, Jens Philipp and Petersen, Jens and D{\"o}ring, Markus and Maier-Hein, Klaus H. and K{\"o}the, Ullrich and Wick, Wolfgang and Hamprecht, Fred and Bendszus, Martin and Biller, Armin}, title={Virtual raters for reproducible and objective assessments in radiology}, year={2016}, pages={11 S.}, language={eng}, issn={2045-2322}, volume={6(2016) Artikel-Nummer 25007}, number={11 Seiten}, note={Gesehen am 13.05.2020}, journal={Scientific reports}, doi={10.1038/srep25007}, } @article{UBHD-68396501, author={Klein, André and Warszawski, Jan}, editor={Hillengaß, Jens and Maier-Hein, Klaus H.}, title={Automatic bone segmentation in whole-body CT images}, year={2019}, pages={21-29}, language={eng}, issn={1861-6429}, volume={14}, number={1}, note={Published online: 13 November 2018 ; Gesehen am 05.06.2019}, journal={International journal of computer assisted radiology and surgery}, doi={10.1007/s11548-018-1883-7}, } @article{UBHD-69242262, author={Kovács, Bálint and Netzer, Nils and Baumgartner, Michael and Schrader, Adrian and Isensee, Fabian and Weißer, Cedric and Wolf, Ivo and G{\"o}rtz, Magdalena and Jaeger, Paul F. and Sch{\"u}tz, Victoria and Floca, Ralf and Gnirs, Regula and Stenzinger, Albrecht and Hohenfellner, Markus and Schlemmer, Heinz-Peter and Bonekamp, David and Maier-Hein, Klaus H.}, title={Addressing image misalignments in multi-parametric prostate MRI for enhanced computer-aided diagnosis of prostate cancer}, year={2023}, pages={1-12}, language={eng}, issn={2045-2322}, volume={13}, number={Artikel-ID 19805}, note={Gesehen am 12.08.2024}, journal={Scientific reports}, doi={10.1038/s41598-023-46747-z}, } @article{UBHD-68454670, author={Kubera, Katharina Maria and Schmitgen, Mike and Maier-Hein, Klaus H. and Thomann, Philipp and Hirjak, Dusan and Wolf, Robert Christian}, title={Differential contributions of cortical thickness and surface area to trait impulsivity in healthy young adults}, year={2018}, pages={65-71}, language={eng}, issn={1872-7549}, volume={350}, note={Gesehen am 13.11.2019}, journal={Behavioural brain research}, doi={10.1016/j.bbr.2018.05.006}, } @article{UBHD-68642439, author={Maier-Hein, Klaus H. and Brunner, Romuald and Lutz, Kira and Henze, Romy and Parzer, Peter and Feigl, Nina and Kramer, Jasmin and Meinzer, Hans-Peter and Resch, Franz and Stieltjes, Bram}, title={Disorder-specific white matter alterations in adolescent borderline personality disorder}, year={2014}, pages={81-88}, language={eng}, issn={1873-2402}, volume={75}, number={1}, note={Available online 11 June 2013 ; Gesehen am 02.10.2020}, journal={Biological psychiatry}, doi={10.1016/j.biopsych.2013.03.031}, } @article{UBHD-68584676, author={Maier-Hein, Klaus H. and Westin, Carl-Fredrik and Shenton, Martha E. and Weiner, Michael W. and Raj, Ashish and Thomann, Philipp and Kikinis, Ron and Stieltjes, Bram and Pasternak, Ofer}, title={Widespread white matter degeneration preceding the onset of dementia}, year={2015}, pages={485-493.e2}, language={eng}, issn={1552-5279}, volume={11}, number={5}, note={First published: 14 July 2014 ; Gesehen am 05.06.2020}, journal={Alzheimer's and dementia}, doi={10.1016/j.jalz.2014.04.518}, } @article{UBHD-68361690, author={Maier-Hein, Lena and Eisenmann, Matthias and Reinke, Annika and Scholz, Patrick and Feldmann, Carolin and Honauer, Katrin and Maier-Hein, Klaus H. and Neher, Peter and Stock, Christian and Kopp-Schneider, Annette}, title={Author correction: Why rankings of biomedical image analysis competitions should be interpreted with care}, year={2019}, pages={2 S.}, language={eng}, issn={2041-1723}, volume={10(2019) Artikel-Nummer 588}, number={2 Seiten}, note={Gesehen am 15.10.2020 ; Correction to: Nature Communications;https://doi.org/10.1038/s41467-018-07619-7}, journal={Nature Communications}, doi={10.1038/s41467-019-08563-w}, } @article{UBHD-69187799, author={Maier-Hein, Lena and Reinke, Annika and Godau, Patrick and Tizabi, Minu and Christodoulou, Evangelia and Isensee, Fabian and Wiesenfarth, Manuel and Kavur, A. Emre and Baumgartner, Michael and Eisenmann, Matthias and Heckmann-N{\"o}tzel, Doreen and R{\"a}dsch, Tim and Kopp-Schneider, Annette and Kreshuk, Anna and Maier-Hein, Klaus H. and Sáez Rodríguez, Julio and J{\"a}ger, Paul F.}, title={Metrics reloaded}, subtitle={recommendations for image analysis validation}, year={2024}, pages={195-212}, language={eng}, issn={1548-7105}, volume={21}, number={2}, note={Gesehen am 04.03.2024}, journal={Nature methods}, doi={10.1038/s41592-023-02151-z}, } @article{UBHD-68654139, author={Maier-Hein, Lena and Eisenmann, Matthias and Reinke, Annika and Onogur, Sinan and Stankovic, Marko and Scholz, Patrick and Arbel, Tal and Hrvoje, Bogunovic and Bradley, Andrew P. and Carass, Aaron and Feldmann, Carolin and Frangi, Alejandro F. and Full, Peter M. and van Ginneken, Bram and Hanbury, Allan and Honauer, Katrin and Kozubek, Michal and Landman, Bennett A. and M{\"a}rz, Keno and Maier, Oskar and Maier-Hein, Klaus H. and Menze, Bjoern and M{\"u}ller, Henning and Neher, Peter and Niessen, Wiro and Rajppot, Nasir and Sharp, Gregory C. and Sirinukunwattana, Korsuk and Speidel, Stafanie and Stock, Christian and Stoyanov, Danail and Taha, Abdel Aziz and van der Sommen, Fons and Wang, Ching-Wei and Weber, Marc-André and Zheng, Guoyan and Jannin, Pierre and Kopp-Schneider, Annette}, title={Why rankings of biomedical image analysis competitions should be interpreted with care}, year={2018}, pages={13 S.}, language={eng}, issn={2041-1723}, volume={9(2018) Artikel-Nummer 5217}, number={13 Seiten}, note={#Lena Maier-Henn, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno M{\"a}rz, Oskar Maier, Klaus Maier-Hein, Bjoern H. Menze, Henning M{\"u}ller, Peter F. Neher, Wiro Niessen, Nasir Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin & Annette Kopp-Schneider ; Gesehen am 27.02.2019}, journal={Nature Communications}, doi={10.1038/s41467-018-07619-7}, } @article{UBHD-68704413, author={Mayer, Philipp and Fritz, Franziska and Koell, Marco and Skornitzke, Stephan and Bergmann, Frank and Gaida, Matthias and Hackert, Thilo and Maier-Hein, Klaus H. and Laun, Frederik B. and Kauczor, Hans-Ulrich and Grenacher, Lars and Klauß, Miriam and Stiller, Wolfram}, title={Assessment of tissue perfusion of pancreatic cancer as potential imaging biomarker by means of Intravoxel incoherent motion MRI and CT perfusion}, subtitle={correlation with histological microvessel density as ground truth}, year={2021}, pages={1-12}, language={eng}, issn={1470-7330}, volume={21}, number={Artikel-ID 13}, note={Gesehen am 26.02.2021}, journal={Cancer imaging}, doi={10.1186/s40644-021-00382-x}, url={https://doi.org/10.1186/s40644-021-00382-x}, library={UB}, } @article{UBHD-69283211, author={Naas, Omar and Norajitra, Tobias and L{\"u}ckerath, Christian and Fink, Matthias A. and Maier-Hein, Klaus H. and Kauczor, Hans-Ulrich and Rengier, Fabian}, title={MRI-derived dural sac and lumbar vertebrae 3D volumetry has potential for detection of Marfan syndrome}, year={2024}, pages={1-14}, language={eng}, issn={2075-4418}, volume={14}, note={Gesehen am 12.12.2024}, journal={Diagnostics}, doi={10.3390/diagnostics14121301}, } @article{UBHD-68668515, author={Naumann, Patrick and Ottensmeier, Friederike and Farnia, Benjamin and Ben-Josef, Edgar and Liermann, Jakob and Maier-Hein, Klaus H. and Hackert, Thilo and Debus, J{\"u}rgen}, title={Radiographic response of vessel involvement and resectability after neoadjuvant chemoradiation in patients with locally advanced pancreatic cancer}, year={2020}, pages={776-783}, language={eng}, issn={1537-453X}, volume={43}, number={11}, note={Gesehen am 03.12.2020}, journal={American journal of clinical oncology}, doi={10.1097/COC.0000000000000746}, } @article{UBHD-69191032, author={Neher, Peter and Hirjak, Dusan and Maier-Hein, Klaus H.}, title={Radiomic tractometry reveals tract-specific imaging biomarkers in white matter}, year={2024}, pages={1-11}, language={eng}, issn={2041-1723}, volume={15}, number={Artikel-ID 303}, note={Gesehen am 12.03.2024}, journal={Nature Communications}, doi={10.1038/s41467-023-44591-3}, } @article{UBHD-69346499, author={Netzer, Nils and Eith, Carolin and Bethge, Oliver and Hielscher, Thomas and Schwab, Constantin and Stenzinger, Albrecht and Gnirs, Regula and Schlemmer, Heinz-Peter and Maier-Hein, Klaus H. and Schimm{\"o}ller, Lars and Bonekamp, David}, title={Application of a validated prostate MRI deep learning system to independent same-vendor multi-institutional data}, subtitle={demonstration of transferability}, year={2023}, pages={7463-7476}, language={eng}, issn={1432-1084 and 1613-3757}, volume={33}, number={11}, note={Gesehen am 20.05.2025}, journal={European radiology}, doi={10.1007/s00330-023-09882-9}, } @article{UBHD-68896335, author={Netzer, Nils and Weißer, Cedric and Schelb, Patrick and Wang, Xianfeng and Qin, Xiaoyan and G{\"o}rtz, Magdalena and Sch{\"u}tz, Viktoria and Radtke, Jan Philipp and Hielscher, Thomas and Schwab, Constantin and Stenzinger, Albrecht and Kuder, Tristan Anselm and Gnirs, Regula and Hohenfellner, Markus and Schlemmer, Heinz-Peter and Maier-Hein, Klaus H. and Bonekamp, David}, title={Fully automatic deep learning in bi-institutional prostate magnetic resonance imaging}, subtitle={effects of cohort size and heterogeneity}, year={2021}, pages={799-808}, language={eng}, issn={1536-0210}, volume={56}, number={12}, note={Gesehen am 18.03.2022}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000791}, } @article{UBHD-69008527, author={Palm, Viktoria and Norajitra, Tobias and Stackelberg, Oyunbileg von and Heußel, Claus Peter and Skornitzke, Stephan and Weinheimer, Oliver and Kopytova, Taisiya G. and Klein, Andre and Almeida, Silvia D. and Baumgartner, Michael and Bounias, Dimitrios and Scherer, Jonas and Kades, Klaus and Gao, Hanno and Jaeger, Paul F. and Nolden, Marco and Tong, Elizabeth and Eckl, Kira and Nattenm{\"u}ller, Johanna and Nonnenmacher, Tobias and Naas, Omar and Reuter, Julia and Bischoff, Arved and Kroschke, Jonas and Rengier, Fabian and Schlamp, Kai and Debic, Manuel and Kauczor, Hans-Ulrich and Maier-Hein, Klaus H. and Wielp{\"u}tz, Mark Oliver}, title={AI-supported comprehensive detection and quantification of biomarkers of subclinical widespread diseases at chest CT for preventive medicine}, year={2022}, pages={1-16}, language={eng}, issn={2227-9032}, volume={10}, note={Gesehen am 20.01.2023}, journal={Healthcare}, doi={10.3390/healthcare10112166}, url={https://doi.org/10.3390/healthcare10112166}, library={UB}, } @article{UBHD-69098969, author={Pati, Sarthak and Vollmuth, Philipp and Brugnara, Gianluca and Sahm, Felix and Maier-Hein, Klaus H. and Bendszus, Martin and Wick, Wolfgang}, title={Federated learning enables big data for rare cancer boundary detection}, year={2022}, pages={1-17}, language={eng}, issn={2041-1723}, volume={13(2022) vom: Dez.}, number={Artikel-ID 7346}, note={Gesehen am 18.07.2023}, journal={Nature Communications}, doi={10.1038/s41467-022-33407-5}, } @article{UBHD-69321493, author={Peretzke, Robin and Neher, Peter and Brandt, Geva A. and Fritze, Stefan and Volkmer, Sebastian and Daub, Jonas and Northoff, Georg and Bohn, Jonas and Kirchhoff, Yannick and Roy, Saikat and Maier-Hein, Klaus H. and Meyer-Lindenberg, Andreas and Hirjak, Dusan}, title={Deciphering white matter microstructural alterations in catatonia according to ICD-11}, subtitle={replication and machine learning analysis}, year={2024}, pages={2095-2107}, language={eng}, issn={1476-5578}, volume={30}, number={5}, note={Gesehen am 24.03.2025}, journal={Molecular psychiatry}, doi={10.1038/s41380-024-02821-0}, } @article{UBHD-69002657, author={Peters, Annette and Greiser, Karin Halina and G{\"o}ttlicher, Susanne and Ahrens, Wolfgang and Albrecht, Maren and Bamberg, Fabian and B{\"a}rnighausen, Till and Becher, Heiko and Berger, Klaus and Beule, Achim Georg and B{\"o}ing, Heiner and Bohn, Barbara and Bohnert, Kerstin and Braun, Bettina and Brenner, Hermann and B{\"u}low, Robin and Castell, Stefanie and Damms Machado, Antje and D{\"o}rr, Marcus and Ebert, Nina and Ecker, Margit and Emmel, Carina and Fischer, Beate and Franzke, Claus-Werner and Gastell, Sylvia and Giani, Guido and G{\"u}nther, Matthias and G{\"u}nther, Kathrin and G{\"u}nther, Klaus-Peter and Haerting, Johannes and Haug, Ulrike and Heid, Iris M. and Heier, Margit and Heinemeyer, Diana and Hendel, Thomas and Herbolsheimer, Florian and Hirsch, Jochen and Hoffmann, Wolfgang and Holleczek, Bernd and H{\"o}lling, Heike and H{\"o}rlein, Andreas and J{\"o}ckel, Karl-Heinz and Kaaks, Rudolf and Karch, André and Karrasch, Stefan and Kartschmit, Nadja and Kauczor, Hans-Ulrich and Keil, Thomas and Kemmling-Kerić, Yvonne and Klee, Bianca and Kl{\"u}ppelholz, Birgit and Kluttig, Alexander and Kofink, Lisa and K{\"o}ttgen, Anna and Kraft, Daniel and Krause, Gérard and Kretz, Lisa and Krist, Lilian and K{\"u}hnisch, Jan and Kuß, Oliver and Legath, Nicole and Kl{\"o}tzsch, Anna-Therese and Leitzmann, Michael and Lieb, Wolfgang and Linseisen, Jakob and L{\"o}ffler, Markus and Macdonald, Anke and Maier-Hein, Klaus H. and Mangold, Nina and Meinke-Franze, Claudia and Meisinger, Christa and Melzer, Juliane and Mergarten, Bj{\"o}rn and Michels, Karin and Mikolajczyk, Rafael and Moebus, Susanne and Mueller, Ulrich and Nauck, Matthias and Niendorf, Thoralf and Nikolaou, Konstantin and Obi, Nadia and Ostrzinski, Stefan and Panreck, Leo and Pigeot, Iris and Pischon, Tobias and Pschibul-Thamm, Irene and Rathmann, Wolfgang and Reineke, Achim and Roloff, Stefanie and Rujescu, Dan and Rupf, Stefan and Sander, Oliver and Schikowski, Tamara and Schipf, Sabine and Schirmacher, Peter and Schlett, Christopher L. and Schmidt, B{\"o}rge and Schmidt, Georg and Schmidt, Martin and Sch{\"o}ne, Gina and Schulz, Holger and Schulze, Matthias Bernd and Schweig, Alexandra and Sedlmeier, Anja and Selder, Sonja and Six-Merker, Julia and Sowade, Ramona Felizitas and Stang, Andreas and Stegle, Oliver and Steindorf, Karen and St{\"u}bs, Gunthard and Swart, Enno and Teismann, Henning and Thiele, Inke and Thierry, Sigrid and Ueffing, Marius and V{\"o}lzke, Henry and Waniek, Sabina and Weber, Andrea and Werner, Nicole and Wichmann, Heinz Erich and Willich, Stefan N. and Wirkner, Kerstin and Wolf, Kathrin and Wolff, Robert and Zeeb, Hajo and Zinkhan, Melanie and Zschocke, Johannes}, title={Framework and baseline examination of the German National Cohort (NAKO)}, year={2022}, pages={1107-1124}, language={eng}, issn={1573-7284}, volume={37}, number={10}, journal={European journal of epidemiology}, doi={10.1007/s10654-022-00890-5}, } @article{UBHD-68293928, author={Petersen, Jens and Bendszus, Martin and Debus, J{\"u}rgen and Heiland, Sabine and Maier-Hein, Klaus H.}, title={Effective user interaction in online interactive semantic segmentation of glioblastoma magnetic resonance imaging}, year={2017}, language={eng}, issn={2329-4310}, volume={4(2017}, note={Gesehen am 09.08.2018}, journal={Journal of medical imaging}, doi={10.1117/1.JMI.4.3.034001}, } @article{UBHD-69340179, author={Rashidi, Gabriel and Bounias, Dimitrios and Bujotzek, Markus and Martínez Mora, Andrés and Neher, Peter and Maier-Hein, Klaus H.}, title={The potential of federated learning for self-configuring medical object detection in heterogeneous data distributions}, year={2024}, pages={1-12}, language={eng}, issn={2045-2322}, volume={14}, number={Artikel-ID 23844}, note={Gesehen am 29.04.2025}, journal={Scientific reports}, doi={10.1038/s41598-024-74577-0}, } @article{UBHD-69190952, author={Rastogi, Aditya and Brugnara, Gianluca and Foltyn-Dumitru, Martha and Mahmutoglu, Mustafa A. and Preetha, Chandrakanth J and Kobler, Erich and Pfl{\"u}ger, Irada and Schell, Marianne and Deike-Hofmann, Katerina and Keßler, Tobias and van den Bent, Martin J and Idbaih, Ahmed and Platten, Michael and Brandes, Alba and Nabors, Burt and Stupp, Roger and Bernhardt, Denise and Debus, J{\"u}rgen and Abdollahi, Amir and Gorlia, Thierry and Tonn, J{\"o}rg-Christian and Weller, Michael and Maier-Hein, Klaus H. and Radbruch, Alexander and Wick, Wolfgang and Bendszus, Martin and Meredig, Hagen and Kurz, Felix T. and Vollmuth, Philipp}, title={Deep-learning-based reconstruction of undersampled MRI to reduce scan times}, subtitle={a multicentre, retrospective, cohort study}, year={2024}, pages={400-410}, language={eng}, issn={1474-5488}, volume={25}, number={3}, note={Gesehen am 12.03.2024}, journal={The lancet}, doi={10.1016/S1470-2045(23)00641-1}, } @article{UBHD-69272346, author={Reinke, Annika and Tizabi, Minu and Baumgartner, Michael and Eisenmann, Matthias and Heckmann, Doreen and Kavur, A. Emre and R{\"a}dsch, Tim and Sudre, Carole H. and Acion, Laura and Antonelli, Michela and Arbel, Tal and Bakas, Spyridon and Benis, Arriel and Buettner, Florian and Cardoso, M. Jorge and Cheplygina, Veronika and Chen, Jianxu and Christodoulou, Evangelia and Cimini, Beth A. and Farahani, Keyvan and Ferrer, Luciana and Galdran, Adrian and van Ginneken, Bram and Glocker, Ben and Godau, Patrick and Hashimoto, Daniel A. and Hoffman, Michael M. and Huisman, Merel and Isensee, Fabian and Jannin, Pierre and Kahn, Charles E. and Kainmueller, Dagmar and Kainz, Bernhard and Karargyris, Alexandros and Kleesiek, Jens Philipp and Kofler, Florian and Kooi, Thijs and Kopp-Schneider, Annette and Kozubek, Michal and Kreshuk, Anna and Kurc, Tahsin and Landman, Bennett A. and Litjens, Geert and Madani, Amin and Maier-Hein, Klaus H. and Martel, Anne L. and Meijering, Erik and Menze, Bjoern and Moons, Karel G. M. and M{\"u}ller, Henning and Nichyporuk, Brennan and Nickel, Felix and Petersen, Jens and Rafelski, Susanne M. and Rajpoot, Nasir and Reyes, Mauricio and Riegler, Michael A. and Rieke, Nicola and Sáez Rodríguez, Julio and Sánchez, Clara I. and Shetty, Shravya and Summers, Ronald M. and Taha, Abdel A. and Tiulpin, Aleksei and Tsaftaris, Sotirios A. and Van Calster, Ben and Varoquaux, Gaël and Yaniv, Ziv R. and Jaeger, Paul F. and Maier-Hein, Lena}, title={Understanding metric-related pitfalls in image analysis validation}, year={2024}, pages={182-194}, language={eng}, issn={1548-7105}, volume={21}, number={2}, note={Gesehen am 11.11.2024}, journal={Nature methods}, doi={10.1038/s41592-023-02150-0}, } @article{UBHD-68688046, author={Rieke, Nicola and Maier-Hein, Klaus H.}, title={The future of digital health with federated learning}, year={2020}, pages={7 S.}, language={eng}, issn={2398-6352}, volume={3(2020}, note={Gesehen am 03.02.2021}, journal={npj digital medicine}, doi={10.1038/s41746-020-00323-1}, } @article{UBHD-68771323, author={Roß, Tobias and Reinke, Annika and Full, Peter M. and Wagner, Martin and Kenngott, Hannes G{\"o}tz and Apitz, Martin and Hempe, Hellena and Mindroc-Filimon, Diana and Scholz, Patrick and Tran, Thuy Nuong and Bruno, Pierangela and Arbeláez, Pablo and Bian, Gui-Bin and Bodenstedt, Sebastian and Bolmgren, Jon Lindstr{\"o}m and Bravo-Sánchez, Laura and Chen, Hua-Bin and González, Cristina and Guo, Dong and Halvorsen, Pål and Heng, Pheng-Ann and Hosgor, Enes and Hou, Zeng-Guang and Isensee, Fabian and Jha, Debesh and Jiang, Tingting and Jin, Yueming and Kirtac, Kadir and Kletz, Sabrina and Leger, Stefan and Li, Zhixuan and Maier-Hein, Klaus H. and Ni, Zhen-Liang and Riegler, Michael A. and Schoeffmann, Klaus and Shi, Ruohua and Speidel, Stefanie and Stenzel, Michael and Twick, Isabell and Wang, Gutai and Wang, Jiacheng and Wang, Liansheng and Wang, Lu and Zhang, Yujie and Zhou, Yan-Jie and Zhu, Lei and Wiesenfarth, Manuel and Kopp-Schneider, Annette and M{\"u}ller, Beat P. and Maier-Hein, Lena}, title={Comparative validation of multi-instance instrument segmentation in endoscopy}, subtitle={results of the ROBUST-MIS 2019 challenge}, year={2021}, pages={1-26}, language={eng}, issn={1361-8423}, volume={70}, number={Artikel-ID 101920}, note={Available online 28 November 2020 ; Gesehen am 17.08.2021}, journal={Medical image analysis}, doi={10.1016/j.media.2020.101920}, } @article{UBHD-69032525, author={Roth, Holger and Isensee, Fabian and Maier-Hein, Klaus H.}, title={Rapid artificial intelligence solutions in a pandemic}, subtitle={the COVID-19-20 lung CT lesion segmentation challenge}, year={2022}, language={eng}, issn={1361-8423}, volume={82(2022) vom: Nov.}, number={Artikel-ID 102605}, note={Gesehen am 01.02.2023}, journal={Medical image analysis}, doi={10.1016/j.media.2022.102605}, } @article{UBHD-69310498, author={Saha, Anindo and Bosma, Joeran S and Twilt, Jasper J and van Ginneken, Bram and Bjartell, Anders and Padhani, Anwar R and Bonekamp, David and Villeirs, Geert and Salomon, Georg and Giannarini, Gianluca and Kalpathy-Cramer, Jayashree and Barentsz, Jelle and Maier-Hein, Klaus H. and Rusu, Mirabela and Rouvière, Olivier and van den Bergh, Roderick and Panebianco, Valeria and Kasivisvanathan, Veeru and Obuchowski, Nancy A and Yakar, Derya and Elschot, Mattijs and Veltman, Jeroen and F{\"u}tterer, Jurgen J and de Rooij, Maarten and Huisman, Henkjan}, title={Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI)}, subtitle={an international, paired, non-inferiority, confirmatory study}, year={2024}, pages={879-887}, language={eng}, issn={1474-5488}, volume={25}, number={7 vom: Juli}, note={Online verf{\"u}gbar: 11. Juni 2024, Artikelversion: 24. Juni 2024 ; Gesehen am 26.02.2025}, journal={The lancet}, doi={10.1016/S1470-2045(24)00220-1}, } @article{UBHD-68478826, author={Sambataro, Fabio and Thomann, Philipp and Nolte, Henrike Maria and Hasenkamp, Julia H. and Hirjak, Dusan and Kubera, Katharina Maria and Hofer, Stefan and Seidl, Ulrich and Depping, Malte S. and Stieltjes, Bram and Maier-Hein, Klaus H. and Wolf, Robert Christian}, title={Transdiagnostic modulation of brain networks by electroconvulsive therapy in schizophrenia and major depression}, year={2019}, pages={925-935}, language={eng}, issn={1873-7862}, volume={29}, number={8}, note={Gesehen am 21.01.2020}, journal={European neuropsychopharmacology}, doi={10.1016/j.euroneuro.2019.06.002}, } @article{UBHD-68440552, author={Schelb, Patrick and Radtke, Jan Philipp and Vollmuth, Philipp and Stenzinger, Albrecht and Hohenfellner, Markus and Maier-Hein, Klaus H. and Bonekamp, David}, title={Classification of cancer at prostate MRI}, subtitle={deep learning versus clinical PI-RADS assessment}, year={2019}, pages={607-617}, language={eng}, issn={1527-1315}, volume={293}, number={3}, note={Gesehen am 15.10.2019}, journal={Radiology}, doi={10.1148/radiol.2019190938}, } @article{UBHD-68650757, author={Schelb, Patrick and Kohl, Simon and Radtke, Jan Philipp and Wiesenfarth, Manuel and Vollmuth, Philipp and Bickelhaupt, Sebastian and Kuder, Tristan Anselm and Stenzinger, Albrecht and Hohenfellner, Markus and Schlemmer, Heinz-Peter and Maier-Hein, Klaus H. and Bonekamp, David}, title={Response to}, subtitle={closing the gap between prostate cancer and deep learning detection tools}, year={2020}, pages={E9}, language={eng}, issn={1527-1315}, volume={295}, number={3}, note={Gesehen am 20.10.2020}, journal={Radiology}, doi={10.1148/radiol.2020200187}, } @article{UBHD-68699591, author={Schell, Marianne and Pfl{\"u}ger, Irada and Brugnara, Gianluca and Isensee, Fabian and Neuberger, Ulf and Foltyn-Dumitru, Martha and Keßler, Tobias and Sahm, Felix and Wick, Antje and Nowosielski, Martha and Heiland, Sabine and Weller, Michael and Platten, Michael and Maier-Hein, Klaus H. and Deimling, Andreas von and Van Den Bent, Martin J and Gorlia, Thierry and Wick, Wolfgang and Bendszus, Martin and Vollmuth, Philipp}, title={Validation of diffusion MRI phenotypes for predicting response to bevacizumab in recurrent glioblastoma}, subtitle={post-hoc analysis of the EORTC-26101 trial}, year={2020}, pages={1667-1676}, language={eng}, issn={1523-5866}, volume={22}, number={11}, note={Gesehen am 16.02.2021}, journal={Neuro-Oncology}, doi={10.1093/neuonc/noaa120}, } @article{UBHD-69079534, author={Scherer, Jonas and Nolden, Marco and Kleesiek, Jens Philipp and Metzger, Jasmin and Kades, Klaus and Schneider, Verena and Bach, Michael and Sedlaczek, Oliver and Bucher, Andreas M. and Vogl, Thomas J. and Gr{\"u}nwald, Frank and K{\"u}hn, Jens-Peter and Hoffmann, Ralf-Thorsten and Kotzerke, J{\"o}rg and Bethge, Oliver and Schimm{\"o}ller, Lars and Antoch, Gerald and M{\"u}ller, Hans-Wilhelm and Daul, Andreas and Nikolaou, Konstantin and la Fougère, Christian and Kunz, Wolfgang G. and Ingrisch, Michael Stefan and Schachtner, Balthasar and Ricke, Jens and Bartenstein, Peter and Nensa, Felix and Radbruch, Alexander and Umutlu, Lale and Forsting, Michael and Seifert, Robert and Herrmann, Ken and Mayer, Philipp and Kauczor, Hans-Ulrich and Penzkofer, Tobias and Hamm, Bernd and Brenner, Winfried and Kloeckner, Roman and D{\"u}ber, Christoph and Schreckenberger, Mathias and Braren, Rickmer and Kaissis, Georgios and Makowski, Marcus Richard and Eiber, Matthias and Gafita, Andrei and Trager, Rupert and Weber, Wolfgang Andreas and Neubauer, Jakob and Reisert, Marco and Bock, Michael and Bamberg, Fabian and Hennig, J{\"u}rgen and Meyer, Philipp Tobias and Ruf, Juri and Haberkorn, Uwe and Sch{\"o}nberg, Stefan and Kuder, Tristan Anselm and Neher, Peter and Floca, Ralf and Schlemmer, Heinz-Peter and Maier-Hein, Klaus H.}, title={Joint imaging platform for federated clinical data analytics}, year={2020}, pages={1027-1038}, language={eng}, issn={2473-4276}, number={4}, note={Gesehen am 25.05.2023}, journal={JCO clinical cancer informatics}, doi={10.1200/CCI.20.00045}, } @article{UBHD-68563355, author={Scherer, Moritz and Jung, Jin-On and Wessels, Lars and Younsi, Alexander and Sch{\"o}nenberger, Silvia and M{\"o}hlenbruch, Markus Alfred and Maier-Hein, Klaus H. and Unterberg, Andreas and Zweckberger, Klaus}, title={Association of cerebrospinal fluid volume with cerebral vasospasm after aneurysmal subarachnoid hemorrhage}, subtitle={a retrospective volumetric analysis}, year={2020}, pages={152-164}, language={eng}, issn={1556-0961}, volume={33}, number={1}, note={Published online: 26 November 2019 ; Gesehen am 04.08.2020}, journal={Neurocritical care}, doi={10.1007/s12028-019-00878-2}, } @article{UBHD-69126389, author={Scherer, Moritz and Kausch, Lisa and Bajwa, Awais Akbar and Neumann, Jan-Oliver and Ishak, Basem and Naser, Paul and Vollmuth, Philipp and Kiening, Karl and Maier-Hein, Klaus H. and Unterberg, Andreas}, title={Automatic planning tools for lumbar pedicle screws}, subtitle={comparison and validation of planning accuracy for self-derived deep-learning-based and commercial atlas-based approaches}, year={2023}, pages={1-14}, language={eng}, issn={2077-0383}, volume={12}, note={Gesehen am 04.10.2023}, journal={Journal of Clinical Medicine}, doi={10.3390/jcm12072646}, } @article{UBHD-68999627, author={Scherer, Moritz and Kausch, Lisa and Ishak, Basem and Norajitra, Tobias and Vollmuth, Philipp and Kiening, Karl and Unterberg, Andreas and Maier-Hein, Klaus H. and Neumann, Jan-Oliver}, title={Development and validation of an automated planning tool for navigated lumbosacral pedicle screws using a convolutional neural network}, year={2022}, pages={1666-1676}, language={eng}, issn={1878-1632}, volume={22}, number={10 vom: Okt.}, note={Gesehen am 20.12.2022}, journal={The spine journal}, doi={10.1016/j.spinee.2022.05.002}, } @article{UBHD-68559759, author={Schmitgen, Mike and Kubera, Katharina Maria and Depping, Malte S. and Hirjak, Dusan and Hofer, Stefan and Hasenkamp, Julia H. and Seidl, Ulrich and Sartorius, Alexander and Maier-Hein, Klaus H. and Thomann, Philipp and Wolf, Robert Christian}, title={Exploring cortical predictors of clinical response to electroconvulsive therapy in major depression}, year={2020}, pages={253-261}, language={eng}, issn={1433-8491}, volume={270}, number={2}, note={Published online: 5 July 2019 ; Gesehen am 31.03.2020}, journal={European archives of psychiatry and clinical neuroscience}, doi={10.1007/s00406-019-01033-w}, } @article{UBHD-68421968, author={Simon, Dirk and Maier-Hein, Klaus H. and Thieke, Christian and Klein, Jan and Parzer, Peter and Weber, Marc-André and Stieltjes, Bram}, title={Diffusion-weighted imaging-based probabilistic segmentation of high- and low-proliferative areas in high-grade gliomas}, year={2012}, pages={89-99}, language={eng}, issn={1470-7330}, volume={12}, number={1}, note={Gesehen am 19.08.2019}, journal={Cancer imaging}, doi={10.1102/1470-7330.2012.0010}, } @article{UBHD-69084528, author={Skornitzke, Stephan and Vats, Neha and Kopytova, Taisiya G. and Tong, Elizabeth Wai Yee and Hofbauer, Tobias and Weber, Tim and Rehnitz, Christoph and Stackelberg, Oyunbileg von and Maier-Hein, Klaus H. and Stiller, Wolfram and Biederer, J{\"u}rgen and Kauczor, Hans-Ulrich and Heußel, Claus Peter and Wielp{\"u}tz, Mark Oliver and Palm, Viktoria}, title={Asynchronous calibration of quantitative computed tomography bone mineral density assessment for opportunistic osteoporosis screening}, subtitle={phantom-based validation and parameter influence evaluation}, year={2022}, pages={1-9}, language={eng}, issn={2045-2322}, volume={12}, number={Artikel-ID 20729}, note={Gesehen am 12.06.2023}, journal={Scientific reports}, doi={10.1038/s41598-022-24546-2}, url={https://doi.org/10.1038/s41598-022-24546-2}, library={UB}, } @book{UBHD-68088473, author={Stieltjes, Bram and Brunner, Romuald and Maier-Hein, Klaus H. and Laun, Frederik B.}, title={Diffusion tensor imaging}, subtitle={introduction and atlas}, publisher={Springer}, address={Berlin ; Heidelberg}, year={2013}, pages={VII, 380 S.}, language={eng}, isbn={978-3-642-20455-5 and 3-642-20455-4}, keywords={Diffusionsgewichtete Magnetresonanztomografie ; Diffusionsgewichtete Magnetresonanztomografie}, } @book{UBHD-68088474, author={Stieltjes, Bram and Brunner, Romuald and Maier-Hein, Klaus H. and Laun, Frederik B.}, title={Diffusion tensor imaging}, subtitle={introduction and qtlas}, publisher={Springer}, address={Berlin ; Heidelberg}, year={2013}, pages={Online-Ressource (VIII, 380 p. 200 illus. in color, digital)}, language={eng}, isbn={978-3-642-20456-2}, series={SpringerLink : B{\"u}cher}, note={Description based upon print version of record}, doi={10.1007/978-3-642-20456-2}, keywords={Diffusionsgewichtete Magnetresonanztomografie ; Diffusionsgewichtete Magnetresonanztomografie}, } @article{UBHD-69253659, author={Studier-Fischer, Alexander and Seidlitz, Silvia and Sellner, Jan and {\"O}zdemir, Berkin and Wiesenfarth, Manuel and Ayala, Leonardo and Odenthal, Jan and Kn{\"o}dler, Samuel and Kowalewski, Karl-Friedrich and Haney, Caelán Max and Camplisson, Isabella and Dietrich, Maximilian and Schmidt, Karsten and Salg, Gabriel Alexander and Kenngott, Hannes G{\"o}tz and Adler, Tim and Schreck, Nicholas and Kopp-Schneider, Annette and Maier-Hein, Klaus H. and Maier-Hein, Lena and M{\"u}ller, Beat P. and Nickel, Felix}, title={Spectral organ fingerprints for machine learning-based intraoperative tissue classification with hyperspectral imaging in a porcine model}, year={2022}, pages={1-14}, language={eng}, issn={2045-2322}, volume={12}, number={Artikel-ID 11028}, note={Gesehen am 16.09.2024}, journal={Scientific reports}, doi={10.1038/s41598-022-15040-w}, } @article{UBHD-68247112, author={Thomann, Philipp and Nolte, Henrike Maria and Hirjak, Dusan and Hofer, Stefan and Seidl, Ulrich and Depping, Malte S. and Maier-Hein, Klaus H.}, title={Neuromodulation in response to electroconvulsive therapy in schizophrenia and major depression}, year={2017}, pages={637-644}, language={eng}, issn={1876-4754}, volume={10}, number={3}, note={Gesehen am 26.04.2018}, journal={Brain stimulation}, doi={10.1016/j.brs.2017.01.578}, } @article{UBHD-68482405, author={Thomas, Sarina and Kohl, Simon and Beisemann, Nils and Swartman, Benedict and Keil, Holger and Franke, Jochen and Gr{\"u}tzner, Paul Alfred and Nolden, Marco and Vetter, Sven Y. and Maier-Hein, Lena and Maier-Hein, Klaus H.}, title={Computer-assisted intra-operative verification of surgical outcome for the treatment of syndesmotic injuries through contralateral side comparison}, year={2019}, pages={2211-2220}, language={eng}, issn={1861-6429}, volume={14}, number={12}, note={Gesehen am 30.01.2020}, journal={International journal of computer assisted radiology and surgery}, doi={10.1007/s11548-019-02043-8}, } @article{UBHD-68794692, author={Timmins, Kimberley M. and van der Schaaf, Irene C. and Bennink, Edwin and Ruigrok, Ynte M. and An, Xingle and Baumgartner, Michael and Bourdon, Pascal and De Feo, Riccardo and Noto, Tommaso Di and Dubost, Florian and Fava-Sanches, Augusto and Feng, Xue and Giroud, Corentin and Group, Inteneural and Hu, Minghui and Jaeger, Paul F. and Kaiponen, Juhana and Klimont, Michał and Li, Yuexiang and Li, Hongwei and Lin, Yi and Loehr, Timo and Ma, Jun and Maier-Hein, Klaus H. and Marie, Guillaume and Menze, Bjoern and Richiardi, Jonas and Rjiba, Saifeddine and Shah, Dhaval and Shit, Suprosanna and Tohka, Jussi and Urruty, Thierry and Walińska, Urszula and Yang, Xiaoping and Yang, Yunqiao and Yin, Yin and Velthuis, Birgitta K. and Kuijf, Hugo J.}, title={Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS}, subtitle={the ADAM challenge}, year={2021}, pages={1-21}, language={eng}, issn={1095-9572}, volume={238}, number={Artikel-ID 118216}, note={Gesehen am 28.10.2021}, journal={NeuroImage}, doi={10.1016/j.neuroimage.2021.118216}, } @article{UBHD-68441022, author={Vollmuth, Philipp and Pfl{\"u}ger, Irada and Petersen, Jens and Neuberger, Ulf and Brugnara, Gianluca and Schell, Marianne and Keßler, Tobias and Foltyn-Dumitru, Martha and Harting, Inga and Sahm, Felix and Prager, Marcel and Nowosielski, Martha and Wick, Antje and Radbruch, Alexander and Debus, J{\"u}rgen and Schlemmer, Heinz-Peter and Heiland, Sabine and Platten, Michael and Deimling, Andreas von and Wick, Wolfgang and Bendszus, Martin and Maier-Hein, Klaus H.}, title={Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks}, subtitle={a multicentre, retrospective study}, year={2019}, pages={728-740}, language={eng}, issn={1474-5488}, volume={20}, number={5}, note={Gesehen am 16.10.2019}, journal={The lancet}, doi={10.1016/S1470-2045(19)30098-1}, } @article{UBHD-68575414, author={Vollmuth, Philipp and G{\"o}tz, Michael and Muschelli, John and Wick, Antje and Neuberger, Ulf and Shinohara, Russell T. and Sill, Martin and Nowosielski, Martha and Schlemmer, Heinz-Peter and Radbruch, Alexander and Wick, Wolfgang and Bendszus, Martin and Maier-Hein, Klaus H. and Bonekamp, David}, title={Large-scale radiomic profiling of recurrent glioblastoma identifies an imaging predictor for stratifying anti-angiogenic treatment response}, year={2016}, pages={5765-5771}, language={eng}, issn={1557-3265}, volume={22}, number={23}, note={Published online first October 10, 2016 ; Gesehen am 11.05.2020}, journal={Clinical cancer research}, doi={10.1158/1078-0432.CCR-16-0702}, } @article{UBHD-68680961, author={Vollmuth, Philipp and Brugnara, Gianluca and Hansen, Mikkel Bo and Nowosielski, Martha and Pfl{\"u}ger, Irada and Schell, Marianne and Foltyn-Dumitru, Martha and Neuberger, Ulf and Keßler, Tobias and Sahm, Felix and Wick, Antje and Heiland, Sabine and Platten, Michael and Deimling, Andreas von and Maier-Hein, Klaus H. and Wick, Wolfgang and Bendszus, Martin}, title={Noninvasive characterization of tumor angiogenesis and oxygenation in bevacizumab-treated recurrent glioblastoma by using dynamic susceptibility MRI}, subtitle={secondary analysis of the European Organization for Research and Treatment of Cancer 26101 trial}, year={2020}, pages={164-175}, language={eng}, issn={1527-1315}, volume={297}, number={1}, note={Gesehen am 19.01.2021}, journal={Radiology}, doi={10.1148/radiol.2020200978}, } @article{UBHD-68575303, author={Vollmuth, Philipp and Burth, Sina and Wick, Antje and G{\"o}tz, Michael and Eidel, Oliver and Schlemmer, Heinz-Peter and Maier-Hein, Klaus H. and Wick, Wolfgang and Bendszus, Martin and Radbruch, Alexander and Bonekamp, David}, title={Radiomic profiling of glioblastoma}, subtitle={Identifying an Imaging Predictor of Patient Survival with Improved Performance over Established Clinical and Radiologic Risk Models}, year={2016}, pages={880-889}, language={eng}, issn={1527-1315}, volume={280}, number={3}, note={Gesehen am 11.05.2020}, journal={Radiology}, doi={10.1148/radiol.2016160845}, } @article{UBHD-68482449, author={Wasserthal, Jakob and Neher, Peter and Hirjak, Dusan and Maier-Hein, Klaus H.}, title={Combined tract segmentation and orientation mapping for bundle-specific tractography}, year={2019}, pages={15 S.}, language={eng}, issn={1361-8423}, volume={58(2019) Artikel-Nummer 101559}, number={15 Seiten}, note={Gesehen am 30.01.2020}, journal={Medical image analysis}, doi={10.1016/j.media.2019.101559}, } @article{UBHD-68402166, author={Wasserthal, Jakob and Neher, Peter and Maier-Hein, Klaus H.}, title={TractSeg - Fast and accurate white matter tract segmentation}, year={2018}, pages={239-253}, language={eng}, issn={1095-9572}, volume={183}, note={Gesehen am 27.06.2019}, journal={NeuroImage}, doi={10.1016/j.neuroimage.2018.07.070}, } @article{UBHD-68862738, author={Wasserthal, Jakob and Maier-Hein, Klaus H. and Neher, Peter and Wolf, Robert Christian and Northoff, Georg and Waddington, John L. and Kubera, Katharina Maria and Fritze, Stefan and Buhl, Anais and Geiger-Primo, Lena S. and Tost, Heike and Hirjak, Dusan}, title={White matter microstructure alterations in cortico-striatal networks are associated with parkinsonism in schizophrenia spectrum disorders}, year={2021}, pages={64-74}, language={eng}, issn={1873-7862}, volume={50}, note={Gesehen am 02.12.2021}, journal={European neuropsychopharmacology}, doi={10.1016/j.euroneuro.2021.04.007}, } @article{UBHD-69001065, author={Wennmann, Markus and Klein, André and Bauer, Fabian and Chmelik, Jiri and Gr{\"o}zinger, Martin and Uhlenbrock, Charlotte and Lochner, Jakob and Nonnenmacher, Tobias and Rotkopf, Lukas Thomas and Sauer, Sandra and Hielscher, Thomas and G{\"o}tz, Michael and Floca, Ralf and Neher, Peter and Bonekamp, David and Hillengaß, Jens and Kleesiek, Jens Philipp and Weinhold, Niels and Weber, Tim and Goldschmidt, Hartmut and Delorme, Stefan and Maier-Hein, Klaus H. and Schlemmer, Heinz-Peter}, title={Combining deep learning and radiomics for automated, objective, comprehensive bone marrow characterization from whole-body MRI}, subtitle={a multicentric feasibility study}, year={2022}, pages={752-763}, language={eng}, issn={1536-0210}, volume={57}, number={11}, note={Gesehen am 03.01.2023}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000891}, } @article{UBHD-69084737, author={Wennmann, Markus and Neher, Peter and Stanczyk, Nikolas and Kahl, Kim-Celine and K{\"a}chele, Jessica and Weru, Vivienn and Hielscher, Thomas and Gr{\"o}zinger, Martin and Chmelik, Jiri and Zhang, Kevin Sun and Bauer, Fabian and Nonnenmacher, Tobias and Debic, Manuel and Sauer, Sandra and Rotkopf, Lukas Thomas and Jauch, Anna and Schlamp, Kai and Mai, Elias K. and Weinhold, Niels and Afat, Saif and Horger, Marius and Goldschmidt, Hartmut and Schlemmer, Heinz-Peter and Weber, Tim and Delorme, Stefan and Kurz, Felix T. and Maier-Hein, Klaus H.}, title={Deep learning for automatic bone marrow apparent diffusion coefficient measurements from whole-body magnetic resonance imaging in patients with multiple myeloma}, subtitle={a retrospective multicenter study}, year={2023}, pages={273-282}, language={eng}, issn={1536-0210}, volume={58}, number={4}, note={Gesehen am 13.06.2023}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000932}, } @article{UBHD-69084370, author={Wennmann, Markus and Bauer, Fabian and Klein, André and Chmelik, Jiri and Gr{\"o}zinger, Martin and Rotkopf, Lukas Thomas and Neher, Peter and Gnirs, Regula and Kurz, Felix T. and Nonnenmacher, Tobias and Sauer, Sandra and Weinhold, Niels and Goldschmidt, Hartmut and Kleesiek, Jens Philipp and Bonekamp, David and Weber, Tim and Delorme, Stefan and Maier-Hein, Klaus H. and Schlemmer, Heinz-Peter and G{\"o}tz, Michael}, title={In vivo repeatability and multiscanner reproducibility of MRI radiomics features in patients with monoclonal plasma cell disorders}, subtitle={a prospective bi-institutional study}, year={2023}, pages={253-264}, language={eng}, issn={1536-0210}, volume={58}, number={4}, note={Gesehen am 12.06.2023}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000927}, } @article{UBHD-69198243, author={Wennmann, Markus and Ming, Wenlong and Bauer, Fabian and Chmelik, Jiri and Klein, André and Uhlenbrock, Charlotte and Gr{\"o}zinger, Martin and Kahl, Kim-Celine and Nonnenmacher, Tobias and Debic, Manuel and Hielscher, Thomas and Thierjung, Heidi and Rotkopf, Lukas Thomas and Stanczyk, Nikolas and Sauer, Sandra and Jauch, Anna and G{\"o}tz, Michael and Kurz, Felix T. and Schlamp, Kai and Horger, Marius and Afat, Saif and Besemer, Britta and Hoffmann, Martin and Hoffend, Johannes and Kraemer, Doris and Graeven, Ullrich and Ringelstein, Adrian and Bonekamp, David and Kleesiek, Jens Philipp and Floca, Ralf and Hillengass, Jens and Mai, Elias K. and Weinhold, Niels and Weber, Tim and Goldschmidt, Hartmut and Schlemmer, Heinz-Peter and Maier-Hein, Klaus H. and Delorme, Stefan and Neher, Peter}, title={Prediction of bone marrow biopsy results from MRI in multiple myeloma patients using deep learning and radiomics}, year={2023}, pages={754-765}, language={eng}, issn={1536-0210}, volume={58}, number={10 vom: Okt.}, note={Gesehen am 08.04.2024}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000986}, } @article{UBHD-68701098, author={Wolf, Robert Christian and Nolte, Henrike Maria and Hirjak, Dusan and Hofer, Stefan and Seidl, Ulrich and Depping, Malte S. and Stieltjes, Bram and Maier-Hein, Klaus H. and Sambataro, Fabio and Thomann, Philipp}, title={Structural network changes in patients with major depression and schizophrenia treated with electroconvulsive therapy}, year={2016}, pages={1465-1474}, language={eng}, issn={1873-7862}, volume={26}, number={9}, note={Gesehen am 18.02.2021}, journal={European neuropsychopharmacology}, doi={10.1016/j.euroneuro.2016.06.008}, } @book{UBHD-69002545, editor={Maier, Andreas and Deserno, Thomas M. and Handels, Heinz and Maier-Hein, Klaus H. and Palm, Christoph and Tolxdorff, Thomas}, organization={Workshop Bildverarbeitung f{\"u}r die Medizin <2018, Erlangen> and Friedrich-Alexander-Universit{\"a}t Erlangen-N{\"u}rnberg / Lehrstuhl f{\"u}r Mustererkennung and Springer-Verlag GmbH}, title={Bildverarbeitung f{\"u}r die Medizin 2018}, subtitle={Algorithmen - Systeme - Anwendungen : proceedings des Workshops vom 11. bis 13. M{\"a}rz 2018 in Erlangen}, edition={1. Auflage 2018}, publisher={Springer Vieweg}, address={Berlin ; [Heidelberg]}, year={2018}, pages={XXI, 384 Seiten}, language={eng and ger}, isbn={3-662-56536-6 and 978-3-662-56536-0}, series={Informatik aktuell}, note={Literaturangaben ; Beitr{\"a}ge teilweise in deutscher, teilweise in englischer Sprache}, keywords={Bildgebendes Verfahren / Bildverarbeitung}, } @book{UBHD-68229153, editor={Maier, Andreas and Deserno, Thomas M. and Handels, Heinz and Maier-Hein, Klaus H. and Palm, Christoph and Tolxdorff, Thomas}, organization={Workshop Bildverarbeitung f{\"u}r die Medizin <2018, Erlangen>}, title={Bildverarbeitung f{\"u}r die Medizin 2018}, subtitle={Algorithmen - Systeme - Anwendungen ; Proceedings des Workshops vom 11. bis 13. M{\"a}rz 2018 in Erlangen}, publisher={Springer Vieweg}, address={Berlin, Heidelberg}, year={2018}, pages={1 Online-Ressource (XXI, 384 Seiten)}, language={ger}, isbn={978-3-662-56537-7}, series={Informatik aktuell}, note={© Springer-Verlag GmbH Deutschland 2018, korrigierte Publikation 2018 - Impressum}, doi={10.1007/978-3-662-56537-7}, keywords={Bildverarbeitung / Medizin ; Bildgebendes Verfahren / Bildverarbeitung}, url={http://dx.doi.org/10.1007/978-3-662-56537-7}, library={UB}, } @book{UBHD-68367214, editor={Handels, Heinz and Deserno, Thomas M. and Maier, Andreas and Maier-Hein, Klaus H. and Palm, Christoph and Tolxdorff, Thomas}, organization={Workshop Bildverarbeitung f{\"u}r die Medizin <2019, L{\"u}beck> and Springer Fachmedien Wiesbaden}, title={Bildverarbeitung f{\"u}r die Medizin 2019}, subtitle={Algorithmen - Systeme - Anwendungen : Proceedings des Workshops vom 17. bis 19. M{\"a}rz 2019 in L{\"u}beck}, publisher={Springer Vieweg}, address={Wiesbaden}, year={2019}, pages={1 Online-Ressource (XXII, 356 Seiten)}, language={ger}, isbn={978-3-658-25326-4 and 978-3-658-25326-4}, series={SpringerLink : B{\"u}cher}, doi={10.1007/978-3-658-25326-4}, keywords={Bildgebendes Verfahren / Bildverarbeitung ; Bildverarbeitung / Medizin / Medizinische Informatik / Computerassistierte Chirurgie / Deep Learning}, url={https://doi.org/10.1007/978-3-658-25326-4}, library={UB}, } @book{UBHD-69002575, editor={Handels, Heinz and Deserno, Thomas M. and Maier, Andreas and Maier-Hein, Klaus H. and Palm, Christoph and Tolxdorff, Thomas}, organization={Workshop Bildverarbeitung f{\"u}r die Medizin <2019, L{\"u}beck> and Springer Fachmedien Wiesbaden}, title={Bildverarbeitung f{\"u}r die Medizin 2019}, subtitle={Algorithmen – Systeme – Anwendungen : Proceedings des Workshops vom 17. bis 19. M{\"a}rz 2019 in L{\"u}beck}, publisher={Springer Vieweg}, address={Wiesbaden ; [Heidelberg]}, year={2019}, pages={XXII, 356 Seiten}, language={eng and ger}, isbn={978-3-658-25325-7 and 3-658-25325-8}, series={Informatik aktuell}, keywords={Bildgebendes Verfahren / Bildverarbeitung ; Bildverarbeitung / Medizin / Medizinische Informatik / Computerassistierte Chirurgie / Deep Learning}, } @book{UBHD-68496439, editor={Tolxdorff, Thomas and Deserno, Thomas M. and Handels, Heinz and Maier, Andreas and Maier-Hein, Klaus H. and Palm, Christoph}, organization={Workshop Bildverarbeitung f{\"u}r die Medizin <2020, Berlin> and Springer Fachmedien Wiesbaden}, title={Bildverarbeitung f{\"u}r die Medizin 2020}, subtitle={Algorithmen – Systeme – Anwendungen : proceedings des Workshops vom 15. bis 17. M{\"a}rz 2020 in Berlin}, publisher={Springer Vieweg}, address={Wiesbaden ; [Heidelberg]}, year={2020}, pages={1 Online-Ressource (XXIII, 351 Seiten)}, language={eng and ger}, isbn={978-3-658-29267-6}, series={Springer eBook Collection}, doi={10.1007/978-3-658-29267-6}, keywords={Bildverarbeitung / Medizin / Medizinische Informatik / Bildgebendes Verfahren ; Bildverarbeitung / Medizin / Medizinische Informatik / Computerassistierte Chirurgie}, url={https://doi.org/10.1007/978-3-658-29267-6}, library={UB}, } @book{UBHD-68563570, editor={Tolxdorff, Thomas and Deserno, Thomas M. and Handels, Heinz and Maier, Andreas and Maier-Hein, Klaus H. and Palm, Christoph}, organization={Workshop Bildverarbeitung f{\"u}r die Medizin <2020, Berlin> and Springer Fachmedien Wiesbaden}, title={Bildverarbeitung f{\"u}r die Medizin 2020}, subtitle={Algorithmen – Systeme – Anwendungen : proceedings des Workshops vom 15. bis 17. M{\"a}rz 2020 in Berlin}, publisher={Springer Vieweg}, address={Wiesbaden ; [Heidelberg]}, year={2020}, pages={XXIII, 351 Seiten}, language={eng and ger}, isbn={978-3-658-29266-9 and 3-658-29266-0}, series={Informatik aktuell}, keywords={Bildverarbeitung / Medizin / Medizinische Informatik / Bildgebendes Verfahren ; Bildverarbeitung / Medizin / Medizinische Informatik / Computerassistierte Chirurgie}, library={UB [Signatur: LN-U 10-19278]}, } @article{UBHD-68989137, author={Zhang, Kevin Sun and Schelb, Patrick and Netzer, Nils and Tavakoli, Andrej and Keymling, Myriam and Wehrse, Eckhard and Hog, Robert and Rotkopf, Lukas Thomas and Wennmann, Markus and Glemser, Philip and Thierjung, Heidi and Knebel Doeberitz, Nikolaus von and Kleesiek, Jens Philipp and G{\"o}rtz, Magdalena and Sch{\"u}tz, Viktoria and Hielscher, Thomas and Stenzinger, Albrecht and Hohenfellner, Markus and Schlemmer, Heinz-Peter and Maier-Hein, Klaus H. and Bonekamp, David}, title={Pseudoprospective paraclinical interaction of radiology residents with a deep learning system for prostate cancer detection}, subtitle={experience, performance, and identification of the need for intermittent recalibration}, year={2022}, pages={601-612}, language={eng}, issn={1536-0210}, volume={57}, number={9}, note={Gesehen am 25.11.2022}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000878}, } @article{UBHD-69007708, author={Zimmerer, David and Full, Peter M. and Isensee, Fabian and Jaeger, Paul F. and Adler, Tim and Petersen, Jens and K{\"o}hler, Gregor and Roß, Tobias and Reinke, Annika and Kascenas, Antanas and Jensen, Bjørn Sand and O’Neil, Alison Q. and Tan, Jeremy and Hou, Benjamin and Batten, James and Qiu, Huaqi and Kainz, Bernhard and Shvetsova, Nina and Fedulova, Irina and Dylov, Dmitry V. and Yu, Baolun and Zhai, Jianyang and Hu, Jingtao and Si, Runxuan and Zhou, Sihang and Wang, Siqi and Li, Xinyang and Chen, Xuerun and Zhao, Yang and Marimont, Sergio Naval and Tarroni, Giacomo and Saase, Victor and Maier-Hein, Lena and Maier-Hein, Klaus H.}, title={MOOD 2020}, subtitle={a public benchmark for out-of-distribution detection and localization on medical images}, year={2022}, pages={2728-2738}, language={eng}, issn={1558-254X}, volume={41}, number={10 vom: Okt.}, note={Date of current version 30 September 2022 ; Gesehen am 18.01.2023}, journal={IEEE transactions on medical imaging}, doi={10.1109/TMI.2022.3170077}, }