A pilot study to determine whether machine learning methodologies using pre-treatment electroencephalography can predict the symptomatic response to clozapine therapy.
Khodayari-Rostamabad
Ahmad
A
Electrical and Computer Eng. Dept., McMaster University, Hamilton, ON, Canada.
Hasey
Gary M
GM
Maccrimmon
Duncan J
DJ
Reilly
James P
JP
de Bruin
Hubert
H
D000328:Adult; D014150:Antipsychotic Agents / Q000627:therapeutic use*; D001185:Artificial Intelligence; D003024:Clozapine / Q000627:therapeutic use*; D004192:Discrimination, Psychological; D004569:Electroencephalography / Q000379:methods*; D005260:Female; D005500:Follow-Up Studies; D006801:Humans; D008297:Male; D008875:Middle Aged; D010865:Pilot Projects; D011237:Predictive Value of Tests; D011569:Psychiatric Status Rating Scales; D015203:Reproducibility of Results; D012559:Schizophrenia / Q000188:drug therapy* / Q000503:physiopathology; D012680:Sensitivity and Specificity; D016896:Treatment Outcome
D014150:Antipsychotic Agents; D003024:Clozapine