Stroke Lesion Segmentation Using a Probabilistic Atlas of Cerebral Vascular Territories. - Alexandra Derntl; Claudia Plant; Philipp Gruber; Susanne Wegener; Jan S. Bauer; Bjoern H. Menze (Brainles@MICCAI, 2015)

A Generative Probabilistic Model and Discriminative Extensions for Brain Lesion Segmentation - With Application to Tumor and Stroke. - Bjoern H. Menze; Koen Van Leemput; Danial Lashkari; Tammy Riklin-Raviv; Ezequiel Geremia; Esther Alberts; Philipp Gruber; Susanne Wegener; Marc-André Weber; Gábor Székely; Nicholas Ayache; Polina Golland (IEEE Trans. Medical Imaging, 2016)

Integrating uncertainty in deep neural networks for MRI based stroke analysis. - Lisa Herzog; Elvis Murina; Oliver Dürr; Susanne Wegener; Beate Sick (Medical Image Anal., 2020)

The role of leptomeningeal collaterals in redistributing blood flow during stroke. - Robert Epp; Chaim Glück; Nadine Felizitas Binder; Mohamad El Amki; Bruno Weber; Susanne Wegener; Patrick Jenny; Franca Schmid (PLoS Comput. Biol., 2023)

A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge. - Ezequiel de la Rosa; Mauricio Reyes 001; Sook-Lei Liew; Alexandre Hutton; Roland Wiest; Johannes Kaesmacher; Uta Hanning; Arsany Hakim; Richard Zubal; Waldo Valenzuela; David Robben; Diana Maria Sima; et al. (CoRR, 2024)

ISLES'24: Improving final infarct prediction in ischemic stroke using multimodal imaging and clinical data. - Ezequiel de la Rosa; Ruisheng Su; Mauricio Reyes 001; Roland Wiest; Evamaria Olga Riedel; Florian Kofler; Kaiyuan Yang 003; Hakim Baazaoui; David Robben; Susanne Wegener; Jan S. Kirschke; Benedikt Wiestler; et al. (CoRR, 2024)

ISLES 2024: The first longitudinal multimodal multi-center real-world dataset in (sub-)acute stroke. - Evamaria Olga Riedel; Ezequiel de la Rosa; The Anh Baran; Moritz Roman Hernandez Petzsche; Hakim Baazaoui; Kaiyuan Yang 003; David Robben; Joaquin Oscar Seia; Roland Wiest; Mauricio Reyes 001; Ruisheng Su; Claus Zimmer; et al. (CoRR, 2024)

The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint. - Hakim Baazaoui; Stefan T. Engelter; Henrik Gensicke; Lukas S. Enz; Marios Psychogios; Matthias Mutke; Patrik Michel; Davide Strambo; Alexander Salerno; Henk A. Marquering; Paul H. J. Nederkoorn; Nabila Wali; et al. (Frontiers Neuroinformatics, 2024)

Going beyond explainability in multi-modal stroke outcome prediction models. - Jonas Brändli; Maurice Schneeberger; Lisa Herzog; Loran Avci; Nordin Dari; Martin Häansel; Hakim Baazaoui; Pascal Bühler; Susanne Wegener; Beate Sick (CoRR, 2025)

Outcome prediction and individualized treatment effect estimation in patients with large vessel occlusion stroke. - Lisa Herzog; Pascal Bühler; Ezequiel de la Rosa; Beate Sick; Susanne Wegener (CoRR, 2025)