Algorithm Analysis of the DSM-5 Alcohol Withdrawal Symptom.

Christopher S Martin Alvaro VergésJames W LangenbucherAndrew LittlefieldTammy ChungDuncan B ClarkKenneth J Sher

Published in: Alcoholism, clinical and experimental research (2018)

The results indicate that the DSM-5 definition of AW, as assessed by the AUDADIS-IV, has low specificity. This shortcoming can be addressed by making the algorithm for symptom assignment more stringent.

Keyphrases

machine learning
deep learning
patient reported
neural network
alcohol consumption
structural basis