Artificial intelligence for PFAS toxicology and risk assessment
The regulatory-readiness framework is expanded to incorporate OECD QSAR validation principles, chemical data curation, descriptor generation, applicability-domain assessment, scaffold-aware and prospective validation, explainability beyond SHAP, calibrated uncertainty analysis and AOP-linked mechanistic interpretation.
Abir Hamze, Emran Alotaibi
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