It integrates information that might impact on people health condition:
- data tracked passively through smartphones
- data tracked passively through smartwatches or other wearables
- environmental data (weather, air pollution, pollen)
- self-reported data
Kyra Delray, G. Lewis, Joseph F Hayes
BMJ mental health, 2025
Digital Self-Management Platform for Adult Asthma: Randomized Attention-Placebo Controlled Trial
Aaron Kandola, Kyra Edwards, J. Straatman, Bettina Dührkoop, Bettina Hein, Joseph Hayes
Journal of Medical Internet Research, 2024
Digitally managing depression: A fully remote randomised attention-placebo controlled trial
Aaron Kandola, Kyra Edwards, Marie AE Muller, Bettina Dührkoop, Bettina Hein, J. Straatman, Joseph Hayes
Digital Health, 2024
P. Clery, David Osborn, J. Hayes, Annie Jeffery, J. Dykxhoorn
BJPsych Open, 2024
P. Clery, J. Hayes, N. Launders, R. Thompson, A. Kandola, Osborn Dpj, E. Lawrance, A. Jeffery, J. Dykxhoorn
medRxiv, 2024
A. Kandola, B. del Pozo Cruz, J. Hayes, N. Owen, D. Dunstan, M. Hallgren
Journal of affective disorders, 2022
Real-time air pollution and bipolar disorder symptoms: a remote monitored cross-sectional study
A. Kandola, J. Hayes
medRxiv, 2022
A. Kandola, B. del Pozo Cruz, D. Osborn, B. Stubbs, K. Choi, J. Hayes
European Psychiatry, 2021
A. Kandola, B. del Pozo Cruz, D. P. Osborn, B. Stubbs, K. Choi, J. Hayes
BMC Medicine, 2021
A. Kandola, D. Osborn, B. Stubbs, Karmel W. Choi, J. Hayes
BMC Medicine, 2020
A. Kandola, G. Lewis, D. Osborn, B. Stubbs, J. Hayes
Psychological Medicine, 2020
A. Kandola, G. Lewis, D. Osborn, B. Stubbs, J. Hayes
Psychological medicine, 2020
A. Kandola, G. Lewis, D. Osborn, B. Stubbs, J. Hayes
The lancet. Psychiatry, 2020
Objective and subjective neighbourhood characteristics and suicidality: a multilevel analysis.
J. Dykxhoorn, J. Hayes, K. Ashok, A. Sörberg Wallin, C. Dalman
Psychological medicine, 2020
A. Kandola, G. Ashdown-Franks, B. Stubbs, D. Osborn, J. Hayes
Journal of affective disorders, 2019
I. Braithwaite, Shuo Zhang, J. Kirkbride, D. Osborn, J. Hayes
Environmental health perspectives, 2019