Research output per year
Research output per year
Search results
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2024
Deciphering seasonal depression variations and interplays between weather changes, physical activity, and depression severity in real-world settings: Learnings from RADAR-MDD longitudinal mobile health study
Zhang, Y., Folarin, A. A., Ranjan, Y., Cummins, N., Rashid, Z., Conde, P., Stewart, C., Sun, S., Vairavan, S., Matcham, F., Oetzmann, C., Siddi, S., Lamers, F., Simblett, S., Wykes, T., Mohr, D. C., Haro, J. M., Penninx, B. W. J. H., Narayan, V. A., Hotopf, M., & 3 others, 17 Apr 2024.Research output: Working paper/Preprint › Preprint
File50 Downloads (Pure) -
Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model
RADAR-CNS Consortium, Zhang, Y., Folarin, A. A., Dineley, J., Conde, P., de Angel, V., Sun, S., Ranjan, Y., Rashid, Z., Stewart, C., Laiou, P., Sankesara, H., Qian, L., Matcham, F., White, K., Oetzmann, C., Lamers, F., Siddi, S., Simblett, S., Schuller, B. W., & 8 others, 15 Jun 2024, In: Journal of Affective Disorders. 355, p. 40-49 10 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
The relationship between wearable-derived sleep features and relapse in Major Depressive Disorder
on behalf of the RADAR-CNS consortium, 15 Oct 2024, In: Journal of Affective Disorders. 363, p. 90-98 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
2023
Challenges in Using mHealth Data From Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis
RADAR-CNS Consortium, 2023, In: Journal of Medical Internet Research. 25, e45233.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model
Zhang, Y., Folarin, A. A., Dineley, J., Conde, P., Angel, V. D., Sun, S., Ranjan, Y., Rashid, Z., Stewart, C., Laiou, P., Sankesara, H., Qian, L., Matcham, F., White, K. M., Oetzmann, C., Lamers, F., Siddi, S., Simblett, S., Schuller, B. W., Vairavan, S., & 8 others, 22 Aug 2023.Research output: Working paper/Preprint › Preprint
File84 Downloads (Pure) -
2022
Associations Between Depression Symptom Severity and Daily-Life Gait Characteristics Derived From Long-Term Acceleration Signals in Real-World Settings: Retrospective Analysis
RADAR-CNS Consortium, 4 Oct 2022, In: JMIR mHealth and uHealth. 10, 10, p. e40667 e40667.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus)