The PPD-ACT app in Canada: feasibility and a latent class analysis of participants with postpartum depression recruited to a psychiatric genetics study using a mobile application.

Joanna Collaton Cindy-Lee Dennis Valerie H TaylorSophie GrigoriadisTim F Oberlander Benicio Noronha Frey Ryan J Van Lieshout Jerry Dolph Guintivano Samantha E Meltzer-Brody Ayeshah G Mohiuddin Simone N Vigod

Published in: BMC psychiatry (2022)

A mobile application rapidly collected data from individuals with moderate and severe symptoms of PPD, an advantage for genetics where specificity is optimal, as well as from women with a history of PPP, supporting future work using this approach.

Keyphrases

sleep quality
mental health
depressive symptoms
electronic health record
early onset
high intensity
current status
big data
machine learning
drug induced
deep learning