@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-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-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-69227012,
  author={Nwoye, Chinedu and Yu, Tong and Sharma, Saurav and Murali, Aditya and Alapatt, Deepak and Vardazaryan, Armine and Yuan, Kun and Hajek, Jonas and Reiter, Wolfgang and Yamlahi, Amine and Smidt, Finn-Henri and Zou, Xiaoyang and Zheng, Guoyan and Oliveira, Bruno and Torres, Helena R. and Kondo, Satoshi and Kasai, Satoshi and Holm, Felix and {\"O}zsoy, Ege and Gui, Shuangchun and Li, Han and Raviteja, Sista and Sathish, Rachana and Poudel, Pranav and Bhattarai, Binod and Wang, Ziheng and Rui, Guo and Schellenberg, Melanie and Vilaça, João L. and Czempiel, Tobias and Wang, Zhenkun and Sheet, Debdoot and Thapa, Shrawan Kumar and Berniker, Max and Godau, Patrick and Morais, Pedro and Regmi, Sudarshan and Tran, Thuy and Fonseca, Jaime and N{\"o}lke, Jan-Hinrich and Lima, Estevão and Vazquez, Eduard and Maier-Hein, Lena and Navab, Nassir and Mascagni, Pietro and Seeliger, Barbara and Gonzalez, Cristians and Mutter, Didier and Padoy, Nicolas},
  title={CholecTriplet2022},
  subtitle={show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection},
  year={2023},
  pages={1-21$p21},
  language={eng},
  issn={1361-8423},
  volume={89(2023) vom: Okt.},
  number={Artikel-ID 102888},
  note={Gesehen am 27.06.2024},
  journal={Medical image analysis},
  doi={10.1016/j.media.2023.102888},
}
@article{UBHD-69131509,
  author={Rix, Tom and Dreher, Kris and N{\"o}lke, Jan-Hinrich and Schellenberg, Melanie and Tizabi, Minu D. and Seitel, Alexander and Maier-Hein, Lena},
  title={Efficient photoacoustic image synthesis with deep learning},
  year={2023},
  pages={1-13},
  language={eng},
  issn={1424-8220},
  volume={23},
  note={Ver{\"o}ffentlicht: 10. August 2023 ; Gesehen am 18.10.2023},
  journal={Sensors},
  doi={10.3390/s23167085},
}
@book{UBHD-69187082,
  author={Schellenberg, Melanie},
  organization={Universit{\"a}t Heidelberg},
  title={Learning tissue geometries for photoacoustic image analysis},
  address={Heidelberg},
  year={2023},
  pages={xvi, 169, XXXVIII Seiten},
  language={eng},
  school={Dissertation,  Ruprecht-Karls-Universit{\"a}t Heidelberg,  2023},
  keywords={Deep Learning / Bildgebendes Verfahren / Bildanalyse / Synthetische Daten},
  library={UB [Signatur: 2024 U 159] ; MA [Signatur: Diss. Schelle]},
}
@book{UBHD-69164036,
  author={Schellenberg, Melanie},
  title={Learning tissue geometries for photoacoustic image analysis},
  address={Heidelberg},
  year={2023},
  pages={1 Online-Ressource (xvi, 169, XXXVIII Seiten)},
  language={eng},
  school={Dissertation,  Ruprecht-Karls-Universit{\"a}t Heidelberg,  2023},
  doi={10.11588/heidok.00034187},
  keywords={Deep Learning / Bildgebendes Verfahren / Bildanalyse / Synthetische Daten},
  url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-341872},
  library={UB},
}
@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},
}
@article{UBHD-68931752,
  author={Schellenberg, Melanie and Dreher, Kris and Holzwarth, Niklas and Isensee, Fabian and Reinke, Annika and Schreck, Nicholas and Seitel, Alexander and Tizabi, Minu and Maier-Hein, Lena and Gr{\"o}hl, Janek},
  title={Semantic segmentation of multispectral photoacoustic images using deep learning},
  year={2022},
  pages={1-9},
  language={eng},
  issn={2213-5979},
  volume={26},
  number={Artikel-ID 100341},
  note={Gesehen am 17.06.2022 ; Available online 5 March 2022},
  journal={Photoacoustics},
  doi={10.1016/j.pacs.2022.100341},
}