Open AccessComputational approaches and machine learning for individual-level treatment predictions
Author(s) -
Martin P. Paulus,
Wesley K. Thompson
Publication year - 2019
Publication title -
psychopharmacology/psychopharmacologia
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.378
H-Index - 196
eISSN - 1432-2072
pISSN - 0033-3158
DOI - 10.1007/s00213-019-05282-4
Subject(s) - psychology , machine learning , artificial intelligence , computer science , cognitive psychology , cognitive science
The impact of neuroscience-based approaches for psychiatry on pragmatic clinical decision-making has been limited. Although neuroscience has provided insights into basic mechanisms of neural function, these insights have not improved the ability to generate better assessments, prognoses, diagnoses, or treatment of psychiatric conditions.