InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction. - Anees Kazi; Shayan Shekarforoush; S. Arvind Krishna; Hendrik Burwinkel; Gerome Vivar; Karsten Kortüm; Seyed-Ahmad Ahmadi; Shadi Albarqouni; Nassir Navab (IPMI, 2019)

Adaptive Image-Feature Learning for Disease Classification Using Inductive Graph Networks. - Hendrik Burwinkel; Anees Kazi; Gerome Vivar; Shadi Albarqouni; Guillaume Zahnd; Nassir Navab; Seyed-Ahmad Ahmadi (MICCAI (6), 2019)

Graph Convolution Based Attention Model for Personalized Disease Prediction. - Anees Kazi; Shayan Shekarforoush; S. Arvind Krishna; Hendrik Burwinkel; Gerome Vivar; Benedikt Wiestler; Karsten Kortüm; Seyed-Ahmad Ahmadi; Shadi Albarqouni; Nassir Navab (MICCAI (4), 2019)

Multi-modal Graph Fusion for Inductive Disease Classification in Incomplete Datasets. - Gerome Vivar; Hendrik Burwinkel; Anees Kazi; Andreas Zwergal; Nassir Navab; Seyed-Ahmad Ahmadi (CoRR, 2019)

Decision Support for Intoxication Prediction Using Graph Convolutional Networks. - Hendrik Burwinkel; Matthias Keicher; David Bani-Harouni; Tobias Zellner; Florian Eyer; Nassir Navab; Seyed-Ahmad Ahmadi (MICCAI (2), 2020)

Domain-Specific Loss Design for Unsupervised Physical Training: A New Approach to Modeling Medical ML Solutions. - Hendrik Burwinkel; Holger Matz; Stefan Saur; Christoph Hauger; Ayse Mine Evren; Nino Hirnschall; Oliver Findl; Nassir Navab; Seyed-Ahmad Ahmadi (MICCAI (2), 2020)

Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC). - Gerome Vivar; Anees Kazi; Hendrik Burwinkel; Andreas Zwergal; Nassir Navab; Seyed-Ahmad Ahmadi (CoRR, 2020)

Simultaneous imputation and classification using Multigraph Geometric Matrix Completion (MGMC): Application to neurodegenerative disease classification. - Gerome Vivar; Anees Kazi; Hendrik Burwinkel; Andreas Zwergal; Nassir Navab; Seyed-Ahmad Ahmadi (Artif. Intell. Medicine, 2021)

U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction. - Matthias Keicher; Hendrik Burwinkel; David Bani-Harouni; Magdalini Paschali; Tobias Czempiel; Egon Burian; Marcus R. Makowski; Rickmer Braren; Nassir Navab; Thomas Wendler 001 (CoRR, 2021)

U-PET: MRI-based Dementia Detection with Joint Generation of Synthetic FDG-PET Images. - Marcel Kollovieh; Matthias Keicher; Stephan Wunderlich; Hendrik Burwinkel; Thomas Wendler 001; Nassir Navab (CoRR, 2022)

Physics-aware learning and domain-specific loss design in ophthalmology. - Hendrik Burwinkel; Holger Matz; Stefan Saur; Christoph Hauger; Michael Trost; Nino Hirnschall; Oliver Findl; Nassir Navab; Seyed-Ahmad Ahmadi (Medical Image Anal., 2022)