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Picture for Ignacio Sarasua

TransforMesh: A Transformer Network for Longitudinal modeling of Anatomical Meshes


Sep 01, 2021
Ignacio Sarasua, Sebastian Polsterl, Christian Wachinger


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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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Geometric Deep Learning on Anatomical Meshes for the Prediction of Alzheimer's Disease


Apr 20, 2021
Ignacio Sarasua, Jonwong Lee, Christian Wachinger


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Recalibration of Neural Networks for Point Cloud Analysis


Nov 25, 2020
Ignacio Sarasua, Sebastian Poelsterl, Christian Wachinger


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Discriminative and Generative Models for Anatomical Shape Analysison Point Clouds with Deep Neural Networks


Oct 02, 2020
Benjamin Gutierrez Becker, Ignacio Sarasua, Christian Wachinger

* Accepted for publication in the Medical Image Analysis journal 

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Recalibrating 3D ConvNets with Project & Excite


Feb 25, 2020
Anne-Marie Rickmann, Abhijit Guha Roy, Ignacio Sarasua, Christian Wachinger

* Accepted for publication at IEEE Transactions on Medical Imaging 

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A Wide and Deep Neural Network for Survival Analysis from Anatomical Shape and Tabular Clinical Data


Sep 09, 2019
Sebastian Pƶlsterl, Ignacio Sarasua, Benjamƭn GutiƩrrez-Becker, Christian Wachinger

* Data and Machine Learning Advances with Multiple Views Workshop, ECML-PKDD 2019 

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`Project & Excite' Modules for Segmentation of Volumetric Medical Scans


Jun 12, 2019
Anne-Marie Rickmann, Abhijit Guha Roy, Ignacio Sarasua, Nassir Navab, Christian Wachinger

* Accepted for International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019 

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