Accurate Machine Learning Prediction in Psychiatry Needs the Right Kind of Information
Brian Kraus, Kruthika Sampathgiri, Vijay A. Mittal
Abstract
This Viewpoint discusses the type and amount of data needed for machine learning models to accurately predict diagnoses and treatment outcomes at the individual patient level.
Topics & Concepts
Medical diagnosisMachine learningArtificial intelligencePsychologyComputer sciencePsychiatryMedicinePathologyMachine Learning in HealthcareMental Health Research TopicsClinical Reasoning and Diagnostic Skills