Finding treatment-resistant depression in real-world data: How a data-driven approach compares with expert-based heuristics.

M Soledad CepedaJenna RepsDaniel FifeClair BlacketerPaul StangPatrick Ryan

Published in: Depression and anxiety (2017)

The definition that best discriminates between subjects with and without TRD considers number of distinct antidepressants (≥3) or antipsychotics (≥1) in the last year.

Keyphrases

major depressive disorder
electronic health record
depressive symptoms
big data
sleep quality
clinical practice
physical activity
deep learning