Relationformer: A Unified Framework for Image-to-Graph Generation. - Suprosanna Shit; Rajat Koner; Bastian Wittmann; Johannes C. Paetzold; Ivan Ezhov; Hongwei Li 004; Jiazhen Pan; Sahand Sharifzadeh; Georgios Kaissis; Volker Tresp; Bjoern H. Menze (ECCV (37), 2022)

Focused Decoding Enables 3D Anatomical Detection by Transformers. - Bastian Wittmann; Fernando Navarro; Suprosanna Shit; Bjoern H. Menze (CoRR, 2022)

Predicting Stroke Through Retinal Graphs and Multimodal Self-supervised Learning. - Yuqing Huang; Bastian Wittmann; Olga V. Demler; Bjoern H. Menze; Neda Davoudi (LDTM/MMMI/ML4MHD/ML-CDS@MICCAI, 2024)

Simulation-Based Segmentation of Blood Vessels in Cerebral 3D OCTA Images. - Bastian Wittmann; Lukas Glandorf; Johannes C. Paetzold; Tamaz Amiranashvili; Thomas Wälchli; Daniel Razansky; Bjoern H. Menze (MICCAI (8), 2024)

Link Prediction for Flow-Driven Spatial Networks. - Bastian Wittmann; Johannes C. Paetzold; Chinmay Prabhakar; Daniel Rueckert; Bjoern H. Menze (WACV, 2024)

A foundation model utilizing chest CT volumes and radiology reports for supervised-level zero-shot detection of abnormalities. - Ibrahim Ethem Hamamci; Sezgin Er; Furkan Almas; Ayse Gulnihan Simsek; Sevval Nil Esirgun; Irem Dogan; Muhammed Furkan Dasdelen; Bastian Wittmann; Enis Simsar; Mehmet Simsar; Emine Bensu Erdemir; Abdullah Alanbay; et al. (CoRR, 2024)

vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation. - Bastian Wittmann; Yannick Wattenberg; Tamaz Amiranashvili; Suprosanna Shit; Bjoern H. Menze (CVPR, 2025)

CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography. - Murong Xu; Tamaz Amiranashvili; Fernando Navarro; Maksym Fritsak; Ibrahim Ethem Hamamci; Suprosanna Shit; Bastian Wittmann; Sezgin Er; Sebastian M. Christ; Ezequiel de la Rosa; Julian Deseoe; Robert Graf; et al. (CoRR, 2025)