Nick Cummins
34 Papers
4 Citations
Nick Cummins is an academic researcher. The author has contributed to research in topics: Medicine & Computer science. The author has an hindex of 1, co-authored 1 publications.
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Papers
Remote Assessment of Disease and Relapse in Major Depressive Disorder (RADAR-MDD): Recruitment, retention, and data availability in a longitudinal remote measurement study.
Faith Matcham,Daniel Leightley,Sara Siddi,Femke Lamers,Katie M White,Peter Annas,Giovanni de Girolamo,Sonia Difrancesco,Josep Maria Haro,Melany Horsfall,Alina Ivan,Lavelle Grace,Qingqin Li,Federica Lombardini,David C. Mohr,Vaibhav A. Narayan,Carolin Oetzmann,Brenda Bwjh Penninx,Stuart Bruce,Nica Raluca,Sara Simblett,Til Wykes,Jens C Brasen,Inez Myin-Germeys,Aki Rintala,Pauline Conde,Richard Dobson,Amos Folarin,Callum Stewart,Yatharth Ranjan,Zulqarnain Rashid,Nick Cummins,Nikolay V. Manyakov,Srinivasan Vairavan,Matthew Hotopf +34 more
- 14 Jun 2021
TL;DR: The amount of data collected during a multimodal longitudinal RMT study, in an MDD population is described, showing that collecting RMT data from a clinical population is feasible and comparable levels of data availability in active and passive forms of data collection are found.
Multilingual markers of depression in remotely collected speech samples: A preliminary analysis.
Nick Cummins,Judith Dineley,Pauline Conde,Faith Matcham,Sara Siddi,Femke Lamers,Ewan Carr,Grace Lavelle,Daniel Leightley,Katie M White,Carolin Oetzmann,Edward L. Campbell,Sara Simblett,Stuart Bruce,Josep Maria Haro,Brenda W.J.H. Penninx,Yatharth Ranjan,Zulqarnain Rashid,Callum Stewart,Amos Folarin,Raquel Bailon,Björn Schuller,Til Wykes,Srinivasan Vairavan,Richard Dobson,Vaibhav A. Narayan,Matthew Hotopf +26 more
TL;DR: The findings are from a real-world, multilingual, clinical dataset so represent a step-change in the usefulness of speech as a digital phenotype of MDD.
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Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study
Yuezhou Zhang,Abhishek Pratap,Amos Folarin,Shaoxiong Sun,Nick Cummins,Faith Matcham,Srinivasan Vairavan,Judith Dineley,Yatharth Ranjan,Zulqarnain Rashid,Pauline Conde,Callum Stewart,Katie M White,Carolin Oetzmann,Alina Ivan,Femke Lamers,Sara Siddi,Carla Hernandez Rambla,Sara Simblett,Raluca Nica,David C. Mohr,Inez Myin-Germeys,Til Wykes,Josep Maria Haro,Brenda W.J.H. Penninx,Peter Annas,Vaibhav A. Narayan,Matthew Hotopf,Richard Dobson +28 more
TL;DR: In this article , the authors report findings on long-term participant retention and engagement patterns in a large multinational observational digital study for depression containing active and passive sensor data collected via Android smartphones, and Fitbit devices from 614 participants for up to 2 years.
The Feasibility of Implementing Remote Measurement Technologies in Psychological Treatment for Depression: Mixed Methods Study on Engagement
Valeria de Angel,Fadekemi Adeleye,Yuezhou Zhang,Nick Cummins,Sara Munir,Serena Lewis,E. Laporta Puyal,Faith Matcham,Shaoxiong Sun,Amos Folarin,Yatharth Ranjan,Pauline Conde,Zulqarnain Rashid,Richard Dobson,Matthew Hotopf +14 more
TL;DR: In this article , a mixed methods design was used to evaluate engagement with active and passive data collection via remote measurement technologies (RMTs) in people with depression undergoing psychotherapy, and the authors evaluated the effects of treatment on two different types of engagement: study attrition (engagement with study protocol) and patterns of missing data, which they termed data availability.
Biopsychosocial Response to the COVID-19 Lockdown in People with Major Depressive Disorder and Multiple Sclerosis
Sara Siddi,Iago Gine-Vazquez,Raquel Bailon,Faith Matcham,Femke Lamers,Spyridon Kontaxis,Estela Laporta,Esther García,Belén Arranz,Gloria Dalla Costa,Ana Isabel Guerrero,Ana Zabalza,Mathias Buron,Giancarlo Comi,Letizia Leocani,Peter Annas,Matthew Hotopf,Brenda W.J.H. Penninx,Melinda Magyari,Per Soelberg Sørensen,Xavier Montalban,Grace Lavelle,Alina Ivan,Carolin Oetzmann,Katie M White,Sonia Difrancesco,Patrick Locatelli,David C. Mohr,Jordi Aguiló,Vaibhav A. Narayan,Amos Folarin,Richard Dobson,Judith Dineley,Daniel Leightley,Nick Cummins,Srinivasan Vairavan,Yatharth Ranjan,Zulqarnain Rashid,Aki Rintala,Giovanni de Girolamo,Antonio Preti,Sara Simblett,Til Wykes,Pab Members,Inez Myin-Germeys,Josep Maria Haro,On Behalf Of The Radar-Cns Consortium +46 more
TL;DR: Behavioral response to the lockdown measured by social activity, physical activity and HR may reflect changes in stress in people with MDD and MS.