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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 AA, 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 BW, Vairavan S, Wykes T, Haro JM, Penninx BWJH, Narayan VA, Hotopf M, Dobson RJB, Cummins N; RADAR-CNS consortium. Zhang Y, et al. Among authors: laiou p. J Affect Disord. 2024 Jun 15;355:40-49. doi: 10.1016/j.jad.2024.03.106. Epub 2024 Mar 27. J Affect Disord. 2024. PMID: 38552911 Free article.
Challenges in Using mHealth Data From Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis.
Sun S, Folarin AA, Zhang Y, Cummins N, Garcia-Dias R, Stewart C, Ranjan Y, Rashid Z, Conde P, Laiou P, Sankesara H, Matcham F, Leightley D, White KM, Oetzmann C, Ivan A, Lamers F, Siddi S, Simblett S, Nica R, Rintala A, Mohr DC, Myin-Germeys I, Wykes T, Haro JM, Penninx BWJH, Vairavan S, Narayan VA, Annas P, Hotopf M, Dobson RJB; RADAR-CNS Consortium. Sun S, et al. Among authors: laiou p. J Med Internet Res. 2023 Aug 14;25:e45233. doi: 10.2196/45233. J Med Internet Res. 2023. PMID: 37578823 Free PMC article.
The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions.
Sun S, Folarin AA, Zhang Y, Cummins N, Liu S, Stewart C, Ranjan Y, Rashid Z, Conde P, Laiou P, Sankesara H, Dalla Costa G, Leocani L, Sørensen PS, Magyari M, Guerrero AI, Zabalza A, Vairavan S, Bailon R, Simblett S, Myin-Germeys I, Rintala A, Wykes T, Narayan VA, Hotopf M, Comi G, Dobson RJ; RADAR-CNS consortium. Sun S, et al. Among authors: laiou p. Comput Methods Programs Biomed. 2022 Dec;227:107204. doi: 10.1016/j.cmpb.2022.107204. Epub 2022 Oct 31. Comput Methods Programs Biomed. 2022. PMID: 36371974 Free article.
Temporal Evolution of Multiday, Epileptic Functional Networks Prior to Seizure Occurrence.
Laiou P, Biondi A, Bruno E, Viana PF, Winston JS, Rashid Z, Ranjan Y, Conde P, Stewart C, Sun S, Zhang Y, Folarin A, Dobson RJB, Schulze-Bonhage A, Dümpelmann M, Richardson MP, Radar-Cns Consortium. Laiou P, et al. Biomedicines. 2022 Oct 21;10(10):2662. doi: 10.3390/biomedicines10102662. Biomedicines. 2022. PMID: 36289925 Free PMC article.
Associations Between Depression Symptom Severity and Daily-Life Gait Characteristics Derived From Long-Term Acceleration Signals in Real-World Settings: Retrospective Analysis.
Zhang Y, Folarin AA, Sun S, Cummins N, Vairavan S, Qian L, Ranjan Y, Rashid Z, Conde P, Stewart C, Laiou P, Sankesara H, Matcham F, White KM, Oetzmann C, Ivan A, Lamers F, Siddi S, Simblett S, Rintala A, Mohr DC, Myin-Germeys I, Wykes T, Haro JM, Penninx BWJH, Narayan VA, Annas P, Hotopf M, Dobson RJB; RADAR-CNS Consortium. Zhang Y, et al. Among authors: laiou p. JMIR Mhealth Uhealth. 2022 Oct 4;10(10):e40667. doi: 10.2196/40667. JMIR Mhealth Uhealth. 2022. PMID: 36194451 Free PMC article.
Longitudinal Relationships Between Depressive Symptom Severity and Phone-Measured Mobility: Dynamic Structural Equation Modeling Study.
Zhang Y, Folarin AA, Sun S, Cummins N, Vairavan S, Bendayan R, Ranjan Y, Rashid Z, Conde P, Stewart C, Laiou P, Sankesara H, Matcham F, White KM, Oetzmann C, Ivan A, Lamers F, Siddi S, Vilella E, Simblett S, Rintala A, Bruce S, Mohr DC, Myin-Germeys I, Wykes T, Haro JM, Penninx BW, Narayan VA, Annas P, Hotopf M, Dobson RJ; RADAR-CNS consortium. Zhang Y, et al. Among authors: laiou p. JMIR Ment Health. 2022 Mar 11;9(3):e34898. doi: 10.2196/34898. JMIR Ment Health. 2022. PMID: 35275087 Free PMC article.
18 results