Explainable Causal Reinforcement Learning for precision oncology clinical workflows under real-time policy constraints
Dev.to AI
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AI Research
AI Business
Reinforcement Learning
Explainable Causal Reinforcement Learning for precision oncology clinical workflows under real-time policy constraints A Personal Journey into the Heart of AI-Driven Medicine My journey into this fascinating intersection of AI and oncology began during a late-night research session about three years ago. I was experimenting with standard reinforcement learning (RL) for treatment optimization when I encountered a particularly troubling. The model had recommended a treatment regimen that, statistically, should have worked - but the patient experienced severe adverse effects.