@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-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-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}, } @book{UBHD-68701182, author={Isensee, Fabian}, title={From manual to automated design of biomedical semantic segmentation methods}, address={Heidelberg}, year={2020}, pages={1 Online-Ressource (xviii, 172 Seiten)}, language={eng}, school={Dissertation, Ruperto Carola University Heidelberg, 2020}, doi={10.11588/heidok.00029345}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-293458}, library={UB}, } @book{UBHD-68740252, author={Isensee, Fabian}, organization={Universit{\"a}t Heidelberg}, title={From manual to automated design of biomedical semantic segmentation methods}, address={Heidelberg}, year={2020}, pages={xviii, 172 Seiten}, language={eng}, school={Dissertation, Ruperto Carola University Heidelberg, 2020}, library={UB [Signatur: 2021 U 428]}, } @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-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-69088187, author={Roß, Tobias and Bruno, Pierangela and Reinke, Annika and Wiesenfarth, Manuel and K{\"o}ppel, Lisa and Full, Peter M. and Pekdemir, B{\"u}nyamin and Godau, Patrick and Trofimova, Darya and Isensee, Fabian and Adler, Tim and Tran, Thuy and Moccia, Sara and Calimeri, Francesco and M{\"u}ller, Beat P. and Kopp-Schneider, Annette and Maier-Hein, Lena}, title={Beyond rankings}, subtitle={learning (more) from algorithm validation}, year={2023}, pages={1-12}, language={eng}, issn={1361-8423}, volume={86(2023) vom: M{\"a}rz}, number={Artikel-ID 102765}, note={Online verf{\"u}gbar 1. M{\"a}rz 2023, Artikelversion 23. M{\"a}rz 2023 ; Gesehen am 21.06.2023}, journal={Medical image analysis}, doi={10.1016/j.media.2023.102765}, }