Screening for Depression in Daily Life: Development and External Validation of a Prediction Model Based on Actigraphy and Experience Sampling Method.

Olga Minaeva Harriëtte Riese Femke Lamers Niki Antypa Marieke Wichers Sanne H Booij

Published in: Journal of medical Internet research (2020)

ESM is a good diagnostic predictor and is easy to calculate, and it therefore holds promise for implementation in clinical practice. Actigraphy shows no added value to ESM as a diagnostic predictor but might still be useful when ESM use is restricted.

Keyphrases

clinical practice
primary care
healthcare
depressive symptoms
physical activity
big data
artificial intelligence
deep learning