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Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning


Jun 15, 2021
Bram de Wilde, Richard P. G. ten Broek, Henkjan Huisman

* Accepted at MIDL 2021 as short paper 

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The Medical Segmentation Decathlon


Jun 10, 2021
Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, AnnetteKopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick F. Christ, Richard K. G. Do, Marc J. Gollub, Stephan H. Heckers, Henkjan Huisman, William R. Jarnagin, Maureen K. McHugo, Sandy Napel, Jennifer S. Goli Pernicka, Kawal Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, Henkjan Huisman, James A. Meakin, Sebastien Ourselin, Manuel Wiesenfarth, Pablo Arbelaez, Byeonguk Bae, Sihong Chen, Laura Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, Beomhee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L. Simpson, Lena Maier-Hein, M. Jorge Cardoso


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End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effect of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction


Jan 28, 2021
Anindo Saha, Matin Hosseinzadeh, Henkjan Huisman

* Under Review at MedIA: Medical Image Analysis. This manuscript incorporates and expands upon our 2020 Medical Imaging Meets NeurIPS Workshop paper (arXiv:2011.00263) 

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Encoding Clinical Priori in 3D Convolutional Neural Networks for Prostate Cancer Detection in bpMRI


Nov 03, 2020
Anindo Saha, Matin Hosseinzadeh, Henkjan Huisman

* Accepted to Medical Imaging Meets NeurIPS Workshop of the 34th Conference on Neural Information Processing Systems (NeurIPS 2020) 

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Supervised Uncertainty Quantification for Segmentation with Multiple Annotations


Jul 03, 2019
Shi Hu, Daniel Worrall, Stefan Knegt, Bas Veeling, Henkjan Huisman, Max Welling

* Accepted as a conference paper to MICCAI 2019 

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Autoencoders for Multi-Label Prostate MR Segmentation


Jun 26, 2018
Ard de Gelder, Henkjan Huisman


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Automatic segmentation of prostate zones


Jun 19, 2018
Germonda Mooij, Ines Bagulho, Henkjan Huisman


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