The limitations of machine learning models for predicting scientific replicability
Molly J. Crockett, Xuechunzi Bai, Sayash Kapoor, Lisa Messeri, Arvind Narayanan
Abstract
Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans the biological, physical, and social sciences.
Topics & Concepts
Medical diagnosisComputer scienceMachine learningArtificial intelligenceClinical decision makingData scienceMedicineIntensive care medicinePathologyExplainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare