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Anzahl der Publikationen: 8
Zeitschriftenartikel
Sarasua, Ignacio; Pölsterl, Sebastian und Wachinger, Christian
(21. Mai 2022):
Hippocampal representations for deep learning on Alzheimer’s disease.
In: Scientific Reports, Bd. 12
[PDF, 3MB]
Antonelli, Michela; Reinke, Annika; Bakas, Spyridon; Farahani, Keyvan; Kopp-Schneider, Annette; Landman, Bennett A.; Litjens, Geert; Menze, Bjoern; Ronneberger, Olaf; Summers, Ronald M.; Ginneken, Bram van; Bilello, Michel; Bilic, Patrick; Christ, Patrick F.; Do, Richard K. G.; Gollub, Marc J.; Heckers, Stephan H.; Huisman, Henkjan; Jarnagin, William R.; McHugo, Maureen K.; Napel, Sandy; Pernicka, Jennifer S. Golia; Rhode, Kawal; Tobon-Gomez, Catalina; Vorontsov, Eugene; Meakin, James A.; Ourselin, Sebastien; Wiesenfarth, Manuel; Arbelaez, Pablo; Bae, Byeonguk; Chen, Sihong; Daza, Laura; Feng, Jianjiang; He, Baochun; Isensee, Fabian; Ji, Yuanfeng; Jia, Fucang; Kim, Ildoo; Maier-Hein, Klaus; Merhof, Dorit; Pai, Akshay; Park, Beomhee; Perslev, Mathias; Rezaiifar, Ramin; Rippel, Oliver; Sarasua, Ignacio; Shen, Wei; Son, Jaemin; Wachinger, Christian; Wang, Liansheng; Wang, Yan; Xia, Yingda; Xu, Daguang; Xu, Zhanwei; Zheng, Yefeng; Simpson, Amber L.; Maier-Hein, Lena und Cardoso, M. Jorge
(2022):
The Medical Segmentation Decathlon.
In: Nature Communications, Bd. 13, Nr. 1, 4128
Bilic, Patrick; Christ, Patrick; Li, Hongwei Bran; Vorontsov, Eugene; Ben-Cohen, Avi; Kaissis, Georgios; Szeskin, Adi; Jacobs, Colin; Mamani, Gabriel Efrain Humpire; Chartrand, Gabriel; Lohoefer, Fabian; Holch, Julian Walter; Sommer, Wieland; Hofmann, Felix; Hostettler, Alexandre; Lev-Cohain, Naama; Drozdzal, Michal; Amitai, Michal Marianne; Vivanti, Refael; Sosna, Jacob; Ezhov, Ivan; Sekuboyina, Anjany; Navarro, Fernando; Kofler, Florian; Paetzold, Johannes C.; Shit, Suprosanna; Hu, Xiaobin; Lipkova, Jana; Rempfler, Markus; Piraud, Marie; Kirschke, Jan; Wiestler, Benedikt; Zhang, Zhiheng; Huelsemeyer, Christian; Beetz, Marcel; Ettlinger, Florian; Antonelli, Michela; Bae, Woong; Bellver, Miriam; Bi, Lei; Chen, Hao; Chlebus, Grzegorz; Dam, Erik B.; Dou, Qi; Fu, Chi-Wing; Georgescu, Bogdan; Giro-I-Nieto, Xavier; Gruen, Felix; Han, Xu; Heng, Pheng-Ann; Hesser, Jürgen; Moltz, Jan Hendrik; Igel, Christian; Isensee, Fabian; Jaeger, Paul; Jia, Fucang; Kaluva, Krishna Chaitanya; Khened, Mahendra; Kim, Ildoo; Kim, Jae-Hun; Kim, Sungwoong; Kohl, Simon; Konopczynski, Tomasz; Kori, Avinash; Krishnamurthi, Ganapathy; Li, Fan; Li, Hongchao; Li, Junbo; Li, Xiaomeng; Lowengrub, John; Ma, Jun; Maier-Hein, Klaus; Maninis, Kevis-Kokitsi; Meine, Hans; Merhof, Dorit; Pai, Akshay; Perslev, Mathias; Petersen, Jens; Pont-Tuset, Jordi; Qi, Jin; Qi, Xiaojuan; Rippel, Oliver; Roth, Karsten; Sarasua, Ignacio; Schenk, Andrea; Shen, Zengming; Torres, Jordi; Wachinger, Christian; Wang, Chunliang; Weninger, Leon; Wu, Jianrong; Xu, Daguang; Yang, Xiaoping; Yu, Simon Chun-Ho; Yuan, Yading; Yue, Miao; Zhang, Liping; Cardoso, Jorge; Bakas, Spyridon; Braren, Rickmer; Heinemann, Volker; Pal, Christopher; Tang, An; Kadoury, Samuel; Soler, Luc; Ginneken, Bram van; Greenspan, Hayit; Joskowicz, Leo und Menze, Bjoern
(2022):
The Liver Tumor Segmentation Benchmark (LiTS).
In: Medical Image Analysis, Bd. 84, 102680
Gutierrez-Becker, Benjamin; Sarasua, Ignacio und Wachinger, Christian
(2021):
Discriminative and generative models for anatomical shape analysis on point clouds with deep neural networks.
In: Medical Image Analysis, Bd. 67, 101852
Rickmann, Anne-Marie; Guha Roy, Abhijit; Sarasua, Ignacio und Wachinger, Christian
(2020):
Recalibrating 3D ConvNets With Project & Excite.
In: IEEE Transactions on Medical Imaging, Bd. 39, Nr. 7: S. 2461-2471
Sarasua, Ignacio; Pölsterl, Sebastian und Wachinger, Christian
(2020):
Recalibration of Neural Networks for Point Cloud Analysis.
In: 2020 International Conference on 3D Vision (3Dv 2020): S. 443-451
Konferenzbeitrag
Narazani, Marla; Sarasua, Ignacio; Pölsterl, Sebastian 
ORCID: https://orcid.org/0000-0002-1607-7550; Lizarraga, Aldana; Yakushev, Igor und Wachinger, Christian ORCID: https://orcid.org/0000-0002-3652-1874
(2022):
Is a PET All You Need? A Multi-modal Study for Alzheimer’s Disease Using 3D CNNs.
25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Singapore, September 18–22, 2022.
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Proceedings, Part I, Lecture Notes in Computer Science
Bd. 13431
Cham: Springer. S. 66-76
ORCID: https://orcid.org/0000-0002-1607-7550; Lizarraga, Aldana; Yakushev, Igor und Wachinger, Christian ORCID: https://orcid.org/0000-0002-3652-1874
(2022):
Is a PET All You Need? A Multi-modal Study for Alzheimer’s Disease Using 3D CNNs.
25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Singapore, September 18–22, 2022.
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Proceedings, Part I, Lecture Notes in Computer Science
Bd. 13431
Cham: Springer. S. 66-76
Sarasua, Ignacio; Lee, Jonwong und Wachinger, Christian
(2021):
Geometric Deep Learning on Anatomical Meshes for the Prediction of Alzheimer’s Disease.
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, 13-16 April 2021.
In: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI),
New York: IEEE. S. 1356-1359