Application of machine learning to predict reduction in total PANSS score and enrich enrollment in schizophrenia clinical trials - Podichetty, Jagdeep T.; Silvola, Rebecca M.; Rodriguez‐Romero, Violeta; Bergstrom, Richard F.; Vakilynejad, Majid; Bies, Robert R.; Stratford, Robert E. (Clinical and translational science, 2021)
Keywords: Adolescent; Adult; Aged; Antipsychotic Agents - therapeutic use; Antipsychotics; Biomarkers; Clinical trials; Clinical Trials, Phase II as Topic - statistics & numerical data; Cognitive ability; Datasets; Datasets as Topic; Disease; Drugs; Dyskinesia; Female; Humans; Learning algorithms; Machine Learning; Magnetic resonance imaging; Male; Mental disorders; Middle Aged; Patient Selection; Patients; Proof of Concept Study; Psychotropic drugs; Schizophrenia; Schizophrenia - diagnosis; Schizophrenia - drug therapy; Treatment Outcome; Young Adult