2026
DeepICD-R1: Medical Reasoning through Hierarchical Rewards and Unsupervised Distillation
Tom Röhr, Thomas Steffek, Roman Teucher et al.
· International Conference on... · 1 citation
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Open access
Aug 2026
Cine Cardiac MRI Captures Cardiovascular Disease Risk Beyond Established Clinical Risk Factors: Evidence from the UK Biobank
A flexible vision-tabular method is deployed to incorporate cine CMR into CVD risk assessment together with structured clinical data and it is demonstrated that integrating cine CMR with clinical variables through a vision-tabular learning framework stabilizes risk prediction under real-world conditions of incomplete t...
M. Hasny, L. Daza, K. Bressem et al.
· medRxiv · 0 citations
Conference
Open access
Sep 2026
Sparse ProtoPatient: Interactive Multi-Prototype Explanations for Clinical Diagnosis Prediction
The Sparse ProtoPatient Demo provides a reproducible platform for interactive inspection of prototype-based clinical reasoning, enabling complementary opinion exploration, model auditing, and teaching of interpretable diagnosis prediction.
Conor Fallon, Bogdan Kostic, Betty van Aken et al.
· Proceedings of the Thirty-Fi... · 0 citations