Writing

Guideline RAG

Making medical guidelines usable with RAG

A short note on why retrieval alone is not enough: guideline systems need source tracing, conflict handling, and careful evaluation.

Medical AI

The practical future of medical AI

A grounded view of medical AI as a workflow, evaluation, and trust problem, not only a model-performance problem.

Computer vision

Medical imaging AI beyond the model

Why segmentation work depends on data structure, preprocessing, evaluation, and clinical meaning as much as architecture choice.