AI RESEARCH
[D] A tool that audits healthcare Ml models for safety and trust
r/MachineLearning
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While working on my final year project (ML-based structural detection and classification for microscopy datasets in healthcare), I ran into a problem that I think many ML systems in critical domains face: how do we actually audit model decisions? To explore this, I built a small platform that records and replays the conditions under which a model makes certain decisions.