Research output per year
Research output per year
Search results
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2023
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
File6 Downloads (Pure) -
2022
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes from Electronic Health Records Data
Ibrahim, Z. M., Bean, D., Searle, T., Qian, L., Wu, H., Shek, A., Kraljevic, Z., Galloway, J., Norton, S., Teo, J. T. & Dobson, R. J. B., Jan 2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 1, p. 423-435 13 p.Research output: Contribution to journal › Article › peer-review
7 Citations (Scopus) -
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
File16 Downloads (Pure) -
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 Access2 Citations (Scopus)