Explainable AI-driven precision clinical trial enrichment: demonstration of the NetraAI platform with a phase II depression trial.
NPJ digital medicine December 8, 2025 Joseph Geraci, Bessi Qorri, Mike Tsay et al.
Clinical trial failures are frequently driven by patient heterogeneity and limited sample sizes that obscure treatment effects by diluting statistical power. We introduce NetraAI, a novel explainable artificial intelligence (AI) platform that integrates dynamical-systems modeling, evolutionary long-range memory feature selection, and large-language model (LLM)-generated insights, to discover...