Zobrazeno 1 - 10
of 269
pro vyhledávání: '"Cummins, NIcholas"'
Autor:
Ng, Si-Ioi, Xu, Lingfeng, Siegert, Ingo, Cummins, Nicholas, Benway, Nina R., Liss, Julie, Berisha, Visar
There has been a surge of interest in leveraging speech as a marker of health for a wide spectrum of conditions. The underlying premise is that any neurological, mental, or physical deficits that impact speech production can be objectively assessed v
Externí odkaz:
http://arxiv.org/abs/2410.21640
Autor:
Cummins, Nicholas, White, Lauren L., Rahman, Zahia, Lucas, Catriona, Pan, Tian, Carr, Ewan, Matcham, Faith, Downs, Johnny, Dobson, Richard J., Quatieri, Thomas F., Dineley, Judith
Speech and language biomarkers have the potential to be regular, objective assessments of symptom severity in several health conditions, both in-clinic and remotely using mobile devices. However, the complex nature of speech and often subtle changes
Externí odkaz:
http://arxiv.org/abs/2406.07497
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, Bendayan, Rebecca, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Stewart, Callum, Laiou, Petroula, Matcham, Faith, White, Katie M, Lamers, Femke, Siddi, Sara, Simblett, Sara, Myin-Germeys, Inez, Rintala, Aki, Wykes, Til, Haro, Josep Maria, Penninx, Brenda WJH, Narayan, Vaibhav A, Hotopf, Matthew, Dobson, Richard JB
Publikováno v:
JMIR mHealth and uHealth, Vol 9, Iss 4, p e24604 (2021)
BackgroundSleep problems tend to vary according to the course of the disorder in individuals with mental health problems. Research in mental health has associated sleep pathologies with depression. However, the gold standard for sleep assessment, pol
Externí odkaz:
https://doaj.org/article/59a951a328f245ffab3440386c7da5dd
Autor:
Sun, Shaoxiong, Folarin, Amos A, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Stewart, Callum, Cummins, Nicholas, Matcham, Faith, Dalla Costa, Gloria, Simblett, Sara, Leocani, Letizia, Lamers, Femke, Sørensen, Per Soelberg, Buron, Mathias, Zabalza, Ana, Guerrero Pérez, Ana Isabel, Penninx, Brenda WJH, Siddi, Sara, Haro, Josep Maria, Myin-Germeys, Inez, Rintala, Aki, Wykes, Til, Narayan, Vaibhav A, Comi, Giancarlo, Hotopf, Matthew, Dobson, Richard JB
Publikováno v:
Journal of Medical Internet Research, Vol 22, Iss 9, p e19992 (2020)
BackgroundIn the absence of a vaccine or effective treatment for COVID-19, countries have adopted nonpharmaceutical interventions (NPIs) such as social distancing and full lockdown. An objective and quantitative means of passively monitoring the impa
Externí odkaz:
https://doaj.org/article/36a55c438ea94a9b91c6a33ec171af2a
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:
Dineley, Judith, Carr, Ewan, Matcham, Faith, Downs, Johnny, Dobson, Richard, Quatieri, Thomas F, Cummins, Nicholas
Publikováno v:
Proc. INTERSPEECH 2023, 2373-2377
Speech is promising as an objective, convenient tool to monitor health remotely over time using mobile devices. Numerous paralinguistic features have been demonstrated to contain salient information related to an individual's health. However, mobile
Externí odkaz:
http://arxiv.org/abs/2305.12514
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:
Fara, Salvatore, Hickey, Orlaith, Georgescu, Alexandra, Goria, Stefano, Molimpakis, Emilia, Cummins, Nicholas
Predicting the presence of major depressive disorder (MDD) using behavioural and cognitive signals is a highly non-trivial task. The heterogeneous clinical profile of MDD means that any given speech, facial expression and/or observed cognitive patter
Externí odkaz:
http://arxiv.org/abs/2211.04924