Bjoern Menze

University of Zurich — Switzerland

Medicine · Health Sciences

63h-index26.8kcitations618works8.92yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(146), Medical Image Segmentation Techniques(103), Brain Tumor Detection and Classification(78), AI in cancer detection(75), Medical Imaging and Analysis(70)

Publications611 total

Generalist foundation models from a multimodal dataset for 3D computed tomography
Nature Biomedical Engineering·2026· 23 citedOpen Access
Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg
NeuroImage·2026Open Access
Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg
NeuroImage·2026Open Access
The Landscape of Medical Agents: A Survey
2025Open Access
The Landscape of Medical Agents: A Survey
2025Open Access
The ratio of left atrial and ventricular volume as new marker of atrial cardiopathy with relevance for stroke risk and cognitive dysfunction
2025· 1 citedOpen Access
Automatic quantification of human skin anatomy and microvasculature biomarkers by optoacoustic mesoscopy with machine learning
2025
Optimizing Rank for High-Fidelity Implicit Neural Representations
arXiv (Cornell University)·2025Open Access
The Landscape of Medical Agents: A Survey
2025Open Access
The MICCAI Federated Tumor Segmentation (FeTS) Challenge 2024: Efficient and Robust Aggregation Methods
The Journal of Machine Learning for Biomedical Imaging·2025· 2 citedOpen Access
GlioMODA: Robust Glioma Segmentation in Clinical Routine
2025Open Access
Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
arXiv (Cornell University)·2025Open Access
RadDiagSeg-M: A Vision Language Model for Joint Diagnosis and Multi-Target Segmentation in Radiology
arXiv (Cornell University)·2025Open Access
Circle of Willis Centerline Graphs: A Dataset and Baseline Algorithm
arXiv (Cornell University)·2025Open Access
Parametric Shape Models for Vessels Learned from Segmentations via Differentiable Voxelization
Lecture notes in computer science·2025
A Lightweight Optimization Framework for Estimating 3D Brain Tumor Infiltration
Lecture notes in computer science·2025
fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting
Lecture notes in computer science·2025
Physics Informed Guided Diffusion for Accelerated Multi-parametric MRI Reconstruction
Lecture notes in computer science·2025· 1 cited
VesselVerse: A Dataset and Collaborative Framework for Vessel Annotation
Lecture notes in computer science·2025Open Access
Semantically Consistent Discrete Diffusion for 3D Biological Graph Modeling
Lecture notes in computer science·2025
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Frequent Co-authors

Spyridon Bakas(8), Mauricio Reyes(8), Keyvan Farahani(7), Nicholas Ayache(7), Giles Tetteh(7), Marc‐André Weber(6), Ben Glocker(6), Annette Kopp‐Schneider(6), Bennett A. Landman(6), Bram van Ginneken(6), Klaus Maier‐Hein(6), Lena Maier‐Hein(6), Mihail Ivilinov Todorov(6), Ali Ertürk(6), Henning Müller(6), Florian Kofler(6), Johannes C. Paetzold(6), Hongwei Li(6), Benedikt Wiestler(6), Tal Arbel(5)