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Joint Reconstruction and Parcellation of Cortical Surfaces


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

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* accepted at MLCN workshop 2022 

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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 Pƶlsterl, Aldana Lizarraga, Igor Yakushev, Christian Wachinger

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CASHformer: Cognition Aware SHape Transformer for Longitudinal Analysis


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

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Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks


Mar 18, 2022
Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pƶlsterl, Christian Wachinger

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* Accepted at CVPR 2022 

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TransforMesh: A Transformer Network for Longitudinal modeling of Anatomical Meshes


Sep 23, 2021
Ignacio Sarasua, Sebastian Pƶlsterl, Christian Wachinger

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Alzheimer's Disease Diagnosis via Deep Factorization Machine Models


Aug 12, 2021
Raphael Ronge, Kwangsik Nho, Christian Wachinger, Sebastian Pƶlsterl

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* Accepted at International Workshop on Machine Learning in Medical Imaging (MLMI) 2021 

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Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from Heterogeneous Data


Jul 13, 2021
Sebastian Pƶlsterl, Christina Aigner, Christian Wachinger

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* Accepted at 2021 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 

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Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform


Jul 13, 2021
Sebastian Pƶlsterl, Tom Nuno Wolf, Christian Wachinger

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* Accepted at 2021 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 

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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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