GraD-IBD: Graph Representation Learning from Diagnosis Trajectories for Early Detection of Inflammatory Bowel Disease

In three linesGraD-IBD reformulates longitudinal ICD trajectories as temporally directed graphs to detect inflammatory bowel disease risk early. A context-aware time-decay message passing mechanism captures temporal dependencies with reduced complexity. Robust results on real-world clinical data.

Summary generated by Claude — human-verified