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Ignacio Sarasua

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Joint Reconstruction and Parcellation of Cortical Surfaces

Sep 19, 2022
Anne-Marie Rickmann, Fabian Bongratz, Sebastian Pölsterl, Ignacio Sarasua, Christian Wachinger

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Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs

Jul 05, 2022
Marla Narazani, Ignacio Sarasua, Sebastian Pölsterl, Aldana Lizarraga, Igor Yakushev, Christian Wachinger

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CASHformer: Cognition Aware SHape Transformer for Longitudinal Analysis

Jul 05, 2022
Ignacio Sarasua, Sebastian Pölsterl, Christian Wachinger

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TransforMesh: A Transformer Network for Longitudinal modeling of Anatomical Meshes

Sep 23, 2021
Ignacio Sarasua, Sebastian Pölsterl, 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

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Recalibrating 3D ConvNets with Project & Excite

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

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