Research output per year
Research output per year
- 16 results
Search results
-
2024
A wearable device perspective on the standard definitions of disability progression in multiple sclerosis
Dalla Costa, G., Nos, C., Zabalza, A., Buron, M., Magyari, M., Sellebjerg, F., Guerrero, A. I., Roselli, L., La Porta, M. L., Martinis, M., Bailon, R., Kontaxis, S., Laporta, E., Garcia, E., Pokorny, F. B., Schuller, B. W., Folarin, A., Stewart, C., Leocani, L., Vairavan, S., & 7 others, Jan 2024, In: Multiple sclerosis (Houndmills, Basingstoke, England). 30, 1, p. 103-112 10 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
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
File67 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) -
Longitudinal Assessment of Seasonal Impacts and Depression Associations on Circadian Rhythm Using Multimodal Wearable Sensing: Retrospective Analysis
RADAR-CNS Consortium, 28 Jun 2024, In: Journal of Medical Internet Research. 26, 1, p. e55302 e55302.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Physiological presentation and risk factors of long COVID in the UK using smartphones and wearable devices: a longitudinal, citizen science, case-control study
Stewart, C., Ranjan, Y., Conde, P., Sun, S., Zhang, Y., Rashid, Z., Sankesara, H., Cummins, N., Laiou, P., Bai, X., Dobson, R. J. B. & Folarin, A. A., Sept 2024, In: The Lancet. Digital health. 6, 9, p. e640-e650Research output: Contribution to journal › Article › peer-review
Open Access -
RADAR-base Platform: Digital phenotyping of mental and physical conditions through remotely collected wearables and smartphone data
Rashid, Z., Folarin, A., Zhang, Y., Ranjan, Y., Conde, P., Sankesara, H., Sun, S., Stewart, C., Laiou, P. & Dobson, R., 8 May 2024, (Accepted/In press) In: JMIR Mental Health.Research output: Contribution to journal › Article › peer-review
Open Access -
Real-time mobile health analytics & interventions pipeline to detect acute events in COPD
Sankesara, H., Ranjan, Y., Conde, P., Anthobiani, M., Rashid, Z., Roy Choudhury, A., Stewart, C., Zhang, Y., Porter, J., Hurst, J. R., Dobson, R. & Folarin, A., 13 Nov 2024, 21th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
File14 Downloads (Pure) -
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 Access8 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
File97 Downloads (Pure) -
Longitudinal Assessment of Seasonal Impacts and Depression Associations on Circadian Rhythm Using Multimodal Wearable Sensing
Zhang, Y., Folarin, A. A., Sun, S., Cummins, N., Ranjan, Y., Rashid, Z., Stewart, C., Conde, P., Sankesara, H., Laiou, P., Matcham, F., White, K. M., Oetzmann, C., Lamers, F., Siddi, S., Simblett, S., Vairavan, S., Myin-Germeys, I., Mohr, D. C., Wykes, T., & 7 others, 5 Dec 2023.Research output: Working paper/Preprint › Preprint
File59 Downloads (Pure) -
Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study
RADAR-CNS Consortium, Zhang, Y., Pratap, A., Folarin, A. A., Sun, S., Cummins, N., Matcham, F., Vairavan, S., Dineley, J., Ranjan, Y., Rashid, Z., Conde, P., Stewart, C., White, K. M., Oetzmann, C., Ivan, A., Lamers, F., Siddi, S., Rambla, C. H., Simblett, S., & 10 others, 17 Feb 2023, In: npj Digital Medicine. 6, 1, 25.Research output: Contribution to journal › Article › peer-review
Open Access16 Citations (Scopus) -
Multilingual markers of depression in remotely collected speech samples: A preliminary analysis
RADAR-CNS Consortium, 15 Nov 2023, In: Journal of Affective Disorders. 341, p. 128-136 9 p.Research output: Contribution to journal › Article › peer-review
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Multilingual markers of depression in remotely collected speech samples: A preliminary analysis
Cummins, N., Dineley, J., Conde, P., Matcham, F., Siddi, S., Lamers, F., Carr, E., Lavelle, G., Leightley, D., White, K., Oetzmann, C., Campbell, E., Simblett, S., Bruce, S., Maria Haro, J., Pennix, B. WJH., Ranjan, Y., Rashid, Z., Stewart, C., Folarin, A., & 8 others, 15 Nov 2023, In: Journal of Affective Disorders. 341, p. 128-136 9 p.Research output: Contribution to journal › Article › peer-review
Open Access11 Citations (Scopus) -
2022
Associations between depression symptom severity and daily-life gait characteristics derived from long-term acceleration signals in real-world settings
Zhang, Y., Folarin, A. A., Sun, S., Cummins, N., Vairavan, S., Qian, L., Ranjan, Y., Rashid, Z., Conde, P., Stewart, C., Laiou, P., Sankesara, H., Matcham, F., White, K. M., Oetzmann, C., Ivan, A., Lamers, F., Siddi, S., Simblett, S., Rintala, A., & 10 others, 29 Jan 2022.Research output: Working paper/Preprint › Preprint
File54 Downloads (Pure) -
The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions
Sun, S., Folarin, A. A., Zhang, Y., Cummins, N., Liu, S., Stewart, C., Ranjan, Y., Rashid, Z., Conde, P., Laiou, P., Sankesara, H., Costa, G. D., Leocani, L., Sørensen, P. S., Magyari, M., Guerrero, A. I., Zabalza, A., Vairavan, S., Bailon, R., Simblett, S., & 8 others, Dec 2022, In: Computer Methods and Programs in Biomedicine. 227Research output: Contribution to journal › Article › peer-review
8 Citations (Scopus)4 Downloads (Pure) -
2021
Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study
Zhang, Y., Folarin, A. A., Sun, S., Cummins, N., Ranjan, Y., Rashid, Z., Conde, P., Stewart, C., Laiou, P., Matcham, F., Oetzmann, C., Lamers, F., Siddi, S., Simblett, S., Rintala, A., Mohr, D. C., Myin-Germeys, I., Wykes, T., Haro, J. M., Pennix, B. WJH., & 4 others, 26 Apr 2021.Research output: Working paper/Preprint › Preprint
File40 Downloads (Pure)