Predicting outcomes at the individual patient level: what is the best method?
Qiang LiuEdoardo Giuseppe OstinelliFranco De CrescenzoZhenpeng LiAnneka TomlinsonGeorgia SalantiAndrea CiprianiOrestis EfthimiouPublished in: BMJ mental health (2023)
The end-to-end and the similarity-based model yielded comparable performance. Due to its simplicity, the end-to-end approach can be favoured when using demographic and clinical data to build prediction models on pharmacological treatments for depression.