@book{UBHD-68762148, author={Gr{\"o}hl, Janek}, organization={Universit{\"a}t Heidelberg}, title={Data-driven quantitative photoacoustic imaging}, address={Heidelberg}, year={2020}, pages={185 Seiten}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2021}, keywords={Photoakustische Spektrometrie / Maschinelles Lernen / Infrarotspektroskopie / Sauerstoffs{\"a}ttigung / Unsicherheit / Computersimulation}, library={UB [Signatur: 2021 U 610]}, } @book{UBHD-68747883, author={Gr{\"o}hl, Janek}, title={Data-driven quantitative photoacoustic imaging}, address={Heidelberg}, year={2021}, pages={1 Online-Ressource (185 Seiten)}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2021}, doi={10.11588/heidok.00029676}, keywords={Photoakustische Spektrometrie / Maschinelles Lernen / Infrarotspektroskopie / Sauerstoffs{\"a}ttigung / Unsicherheit / Computersimulation}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-296765}, library={UB}, } @article{UBHD-68764366, author={Gr{\"o}hl, Janek and Schellenberg, Melanie and Dreher, Kris and Maier-Hein, Lena}, title={Deep learning for biomedical photoacoustic imaging}, subtitle={a review}, year={2021}, pages={1-15}, language={eng}, issn={2213-5979}, volume={22(2021) vom: Juni}, number={Artikel-ID 100241}, note={Gesehen am 28.07.2021}, journal={Photoacoustics}, doi={10.1016/j.pacs.2021.100241}, } @article{UBHD-68919954, author={Gr{\"o}hl, Janek and Hacker, Lina and Cox, Ben T. and Dreher, Kris and Morscher, Stefan and Rakotondrainibe, Avotra and Varray, François and Yip, Lawrence C. M. and Vogt, William C. and Bohndiek, Sarah E.}, title={The IPASC data format: a consensus data format for photoacoustic imaging}, year={2022}, pages={1-9}, language={eng}, issn={2213-5979}, volume={26}, number={Artikel-ID 100339}, note={Gesehen am 18.05.2022}, journal={Photoacoustics}, doi={10.1016/j.pacs.2022.100339}, } @article{UBHD-68746507, author={Gr{\"o}hl, Janek and Kirchner, Thomas and Adler, Tim and Hacker, Lina and Holzwarth, Niklas and Hernandez Aguilera, Adrian and Gutierrez-Herrera, Mildred A. and Santos, Edgar and Bohndiek, Sarah E. and Maier-Hein, Lena}, title={Learned spectral decoloring enables photoacoustic oximetry}, year={2021}, pages={1-12}, language={eng}, issn={2045-2322}, volume={11}, number={Artikel-ID 6565}, note={Gesehen am 09.06.2021}, journal={Scientific reports}, doi={10.1038/s41598-021-83405-8}, } @article{UBHD-68978874, author={Gr{\"o}hl, Janek and Dreher, Kris and Schellenberg, Melanie and Rix, Tom and Holzwarth, Niklas and Vieten, Patricia and Ayala, Leonardo and Bohndiek, Sarah E. and Seitel, Alexander and Maier-Hein, Lena}, title={SIMPA}, subtitle={an open-source toolkit for simulation and image processing for photonics and acoustics}, year={2022}, pages={1-21}, language={eng}, issn={1560-2281}, volume={27}, note={Gesehen am 26.10.2022}, journal={Journal of biomedical optics}, doi={10.1117/1.JBO.27.8.083010}, } @article{UBHD-68443448, author={Kirchner, Thomas and Gr{\"o}hl, Janek and Maier-Hein, Lena}, title={Context encoding enables machine learning-based quantitative photoacoustics}, year={2018}, language={eng}, issn={1560-2281}, volume={23(2018}, note={Gesehen am 22.10.2019}, journal={Journal of biomedical optics}, doi={10.1117/1.JBO.23.5.056008}, } @article{UBHD-68477088, author={Kirchner, Thomas and Gr{\"o}hl, Janek and Gutierrez-Herrera, Mildred A. and Adler, Tim and Hernandez Aguilera, Adrian and Santos, Edgar and Maier-Hein, Lena}, title={Photoacoustics can image spreading depolarization deep in gyrencephalic brain}, subtitle={cross-sectional data from 72 low- and middle-income countries}, year={2019}, pages={9 S.}, language={eng}, issn={2045-2322}, volume={9(2019) article number 8661}, number={9 Seiten}, note={Published 17 June 2019 ; Gesehen am 16.01.2020}, journal={Scientific reports}, doi={10.1038/s41598-019-44935-4}, } @article{UBHD-68748697, author={Maier-Hein, Lena and Wagner, Martin and Roß, Tobias and Reinke, Annika and Bodenstedt, Sebastian and Full, Peter M. and Hempe, Hellena and Mindroc-Filimon, Diana and Scholz, Patrick and Tran, Thuy Nuong and Bruno, Pierangela and Kisilenko, Anna and M{\"u}ller, Benjamin and Davitashvili, Tornike and Capek, Manuela and Tizabi, Minu and Eisenmann, Matthias and Adler, Tim and Gr{\"o}hl, Janek and Schellenberg, Melanie and Seidlitz, Silvia and Lai, T. Y. Emmy and Pekdemir, B{\"u}nyamin and Roethlingshoefer, Veith and Both, Fabian and Bittel, Sebastian and Mengler, Marc and M{\"u}ndermann, Lars and Apitz, Martin and Kopp-Schneider, Annette and Speidel, Stefanie and Nickel, Felix and Probst, Pascal and Kenngott, Hannes G{\"o}tz and M{\"u}ller, Beat P.}, title={Heidelberg colorectal data set for surgical data science in the sensor operating room}, year={2021}, pages={1-11}, language={eng}, issn={2052-4463}, volume={8}, number={Artikel-ID 101}, note={Gesehen am 15.06.2021}, journal={Scientific data}, doi={10.1038/s41597-021-00882-2}, } @article{UBHD-69010674, author={Schellenberg, Melanie and Gr{\"o}hl, Janek and Dreher, Kris and N{\"o}lke, Jan-Hinrich and Holzwarth, Niklas and Tizabi, Minu and Seitel, Alexander and Maier-Hein, Lena}, title={Photoacoustic image synthesis with generative adversarial networks}, year={2022}, pages={1-10}, language={eng}, issn={2213-5979}, volume={28}, number={Artikel-ID 100402}, note={Gesehen am 26.01.2023}, journal={Photoacoustics}, doi={10.1016/j.pacs.2022.100402}, }