Zobrazeno 1 - 10
of 136
pro vyhledávání: '"Vairavan, Srinivasan"'
Autor:
Zhang, Yuezhou, Folarin, Amos A., Ranjan, Yatharth, Cummins, Nicholas, Rashid, Zulqarnain, Conde, Pauline, Stewart, Callum, Sun, Shaoxiong, Vairavan, Srinivasan, Matcham, Faith, Oetzmann, Carolin, Siddi, Sara, Lamers, Femke, Simblett, Sara, Wykes, Til, Mohr, David C., Haro, Josep Maria, Penninx, Brenda W. J. H., Narayan, Vaibhav A., Hotopf, Matthew, Dobson, Richard J. B., Pratap, Abhishek, consortium, RADAR-CNS
Prior research has shown that changes in seasons and weather can have a significant impact on depression severity. However, findings are inconsistent across populations, and the interplay between weather, behavior, and depression has not been fully q
Externí odkaz:
http://arxiv.org/abs/2404.11212
Autor:
Zhang, Yuezhou, Folarin, Amos A, Sun, Shaoxiong, Cummins, Nicholas, Ranjan, Yatharth, Rashid, Zulqarnain, Stewart, Callum, Conde, Pauline, Sankesara, Heet, Laiou, Petroula, Matcham, Faith, White, Katie M, Oetzmann, Carolin, Lamers, Femke, Siddi, Sara, Simblett, Sara, Vairavan, Srinivasan, Myin-Germeys, Inez, Mohr, David C., Wykes, Til, Haro, Josep Maria, Annas, Peter, Penninx, Brenda WJH, Narayan, Vaibhav A, Hotopf, Matthew, Dobson, Richard JB, consortium, RADAR-CNS
Objective: This study aimed to explore the associations between depression severity and wearable-measured circadian rhythms, accounting for seasonal impacts and quantifying seasonal changes in circadian rhythms.Materials and Methods: Data used in thi
Externí odkaz:
http://arxiv.org/abs/2312.02953
Autor:
Zhang, Yuezhou, Folarin, Amos A, Dineley, Judith, Conde, Pauline, de Angel, Valeria, Sun, Shaoxiong, Ranjan, Yatharth, Rashid, Zulqarnain, Stewart, Callum, Laiou, Petroula, Sankesara, Heet, Qian, Linglong, Matcham, Faith, White, Katie M, Oetzmann, Carolin, Lamers, Femke, Siddi, Sara, Simblett, Sara, Schuller, Björn W., Vairavan, Srinivasan, Wykes, Til, Haro, Josep Maria, Penninx, Brenda WJH, Narayan, Vaibhav A, Hotopf, Matthew, Dobson, Richard JB, Cummins, Nicholas, consortium, RADAR-CNS
Language use has been shown to correlate with depression, but large-scale validation is needed. Traditional methods like clinic studies are expensive. So, natural language processing has been employed on social media to predict depression, but limita
Externí odkaz:
http://arxiv.org/abs/2308.11773
Autor:
Sun, Shaoxiong, Folarin, Amos A., Zhang, Yuezhou, Cummins, Nicholas, Garcia-Dias, Rafael, Stewart, Callum, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Laiou, Petroula, Sankesara, Heet, Matcham, Faith, Leightley, Daniel, White, Katie M., Oetzmann, Carolin, Ivan, Alina, Lamers, Femke, Siddi, Sara, Simblett, Sara, Nica, Raluca, Rintala, Aki, Mohr, David C., Myin-Germeys, Inez, Wykes, Til, Haro, Josep Maria, Penninx, Brenda W. J. H., Vairavan, Srinivasan, Narayan, Vaibhav A., Annas, Peter, Hotopf, Matthew, Dobson, Richard J. B.
A number of challenges exist for the analysis of mHealth data: maintaining participant engagement over extended time periods and therefore understanding what constitutes an acceptable threshold of missing data; distinguishing between the cross-sectio
Externí odkaz:
http://arxiv.org/abs/2212.10540
Autor:
Zhang, Yuezhou, Folarin, Amos A, Sun, Shaoxiong, Cummins, Nicholas, Vairavan, Srinivasan, Qian, Linglong, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Stewart, Callum, Laiou, Petroula, Sankesara, Heet, Matcham, Faith, White, Katie M, Oetzmann, Carolin, Ivan, Alina, Lamers, Femke, Siddi, Sara, Simblett, Sara, Rintala, Aki, Mohr, David C, Myin-Germeys, Inez, Wykes, Til, Haro, Josep Maria, Penninx, Brenda WJH, Narayan, Vaibhav A, Annas, Peter, Hotopf, Matthew, Dobson, Richard JB, consortium, RADAR-CNS
Gait is an essential manifestation of depression. Laboratory gait characteristics have been found to be closely associated with depression. However, the gait characteristics of daily walking in real-world scenarios and their relationships with depres
Externí odkaz:
http://arxiv.org/abs/2201.12644
Autor:
Sun, Shaoxiong, Folarin, Amos A, Zhang, Yuezhou, Cummins, Nicholas, Liu, Shuo, Stewart, Callum, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Laiou, Petroula, Sankesara, Heet, Costa, Gloria Dalla, Leocani, Letizia, Sørensen, Per Soelberg, Magyari, Melinda, Guerrero, Ana Isabel, Zabalza, Ana, Vairavan, Srinivasan, Bailon, Raquel, Simblett, Sara, Myin-Germeys, Inez, Rintala, Aki, Wykes, Til, Narayan, Vaibhav A, Hotopf, Matthew, Comi, Giancarlo, Dobson, Richard JB, consortium, RADAR-CNS
Multiple sclerosis (MS) is a progressive inflammatory and neurodegenerative disease of the central nervous system affecting over 2.5 million people globally. In-clinic six-minute walk test (6MWT) is a widely used objective measure to evaluate the pro
Externí odkaz:
http://arxiv.org/abs/2112.11903
Autor:
Zhang, Yuezhou, Folarin, Amos A., Dineley, Judith, Conde, Pauline, de Angel, Valeria, Sun, Shaoxiong, Ranjan, Yatharth, Rashid, Zulqarnain, Stewart, Callum, Laiou, Petroula, Sankesara, Heet, Qian, Linglong, Matcham, Faith, White, Katie, Oetzmann, Carolin, Lamers, Femke, Siddi, Sara, Simblett, Sara, Schuller, Björn W., Vairavan, Srinivasan, Wykes, Til, Haro, Josep Maria, Penninx, Brenda W.J.H., Narayan, Vaibhav A., Hotopf, Matthew, Dobson, Richard J.B., Cummins, Nicholas
Publikováno v:
In Journal of Affective Disorders 15 June 2024 355:40-49
Autor:
Liu, Shuo, Han, Jing, Puyal, Estela Laporta, Kontaxis, Spyridon, Sun, Shaoxiong, Locatelli, Patrick, Dineley, Judith, Pokorny, Florian B., Costa, Gloria Dalla, Leocan, Letizia, Guerrero, Ana Isabel, Nos, Carlos, Zabalza, Ana, Sørensen, Per Soelberg, Buron, Mathias, Magyari, Melinda, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Stewart, Callum, Folarin, Amos A, Dobson, Richard JB, Bailón, Raquel, Vairavan, Srinivasan, Cummins, Nicholas, Narayan, Vaibhav A, Hotopf, Matthew, Comi, Giancarlo, Schuller, Björn
This study investigates the potential of deep learning methods to identify individuals with suspected COVID-19 infection using remotely collected heart-rate data. The study utilises data from the ongoing EU IMI RADAR-CNS research project that is inve
Externí odkaz:
http://arxiv.org/abs/2104.09263
Autor:
Cummins, Nicholas, Dineley, Judith, Conde, Pauline, Matcham, Faith, Siddi, Sara, Lamers, Femke, Carr, Ewan, Lavelle, Grace, Leightley, Daniel, White, Katie M., Oetzmann, Carolin, Campbell, Edward L., Simblett, Sara, Bruce, Stuart, Haro, Josep Maria, Penninx, Brenda W.J.H., Ranjan, Yatharth, Rashid, Zulqarnain, Stewart, Callum, Folarin, Amos A., Bailón, Raquel, Schuller, Björn W., Wykes, Til, Vairavan, Srinivasan, Dobson, Richard J.B., Narayan, Vaibhav A., Hotopf, Matthew
Publikováno v:
In Journal of Affective Disorders 15 November 2023 341:128-136
Personalized relapse prediction in patients with major depressive disorder using digital biomarkers.
Autor:
Vairavan, Srinivasan1 (AUTHOR) svairava@its.jnj.com, Rashidisabet, Homa2 (AUTHOR), Li, Qingqin S.1 (AUTHOR), Ness, Seth1 (AUTHOR), Morrison, Randall L.1 (AUTHOR), Soares, Claudio N.3 (AUTHOR), Uher, Rudolf4 (AUTHOR), Frey, Benicio N.5,6 (AUTHOR), Lam, Raymond W.7 (AUTHOR), Kennedy, Sidney H.8,9,10 (AUTHOR), Trivedi, Madhukar11 (AUTHOR), Drevets, Wayne C.1 (AUTHOR), Narayan, Vaibhav A.1,12 (AUTHOR)
Publikováno v:
Scientific Reports. 10/30/2023, Vol. 13 Issue 1, p1-14. 14p.