Search Results - Nicholas Cummins

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  1. 1

    Five Crucial Challenges in Digital Health by Nicholas Cummins, Nicholas Cummins, Björn W. Schuller, Björn W. Schuller

    Published in Frontiers in Digital Health (2020-12-01)
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  2. 2

    Automated analysis of speech as a marker of sub-clinical psychotic experiences by Julianna Olah, Thomas Spencer, Nicholas Cummins, Kelly Diederen

    Published in Frontiers in Psychiatry (2024-02-01)
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  3. 3

    A Comparative Study of Continual, Lifelong, and Online Supervised Learning Libraries by Nicholas Cummins, Brad Killen, Somayeh Bakhtiari Ramezani, Shahram Rahimi, Maria Seale, Sudip Mittal

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  4. 4

    Automatic detection of expressed emotion from Five-Minute Speech Samples: Challenges and opportunities. by Bahman Mirheidari, André Bittar, Nicholas Cummins, Johnny Downs, Helen L Fisher, Heidi Christensen

    Published in PLoS ONE (2024-01-01)
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  5. 5

    Screening for Depression and Anxiety Using a Nonverbal Working Memory Task in a Sample of Older Brazilians: Observational Study of Preliminary Artificial Intelligence Model Transfe... by Alexandra Livia Georgescu, Nicholas Cummins, Emilia Molimpakis, Eduardo Giacomazzi, Joana Rodrigues Marczyk, Stefano Goria

    Published in JMIR Formative Research (2024-12-01)
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  6. 6

    Self-attention transfer networks for speech emotion recognition by Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Shihuang Sun, Haishuai Wang, Jianhua Tao, Björn W. Schuller

    Published in Virtual Reality & Intelligent Hardware (2021-02-01)
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  7. 7

    Automatic Emotion Recognition in Children with Autism: A Systematic Literature Review by Agnieszka Landowska, Aleksandra Karpus, Teresa Zawadzka, Ben Robins, Duygun Erol Barkana, Hatice Kose, Tatjana Zorcec, Nicholas Cummins

    Published in Sensors (2022-02-01)
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  8. 8

    Identifying schizophrenia stigma on Twitter: a proof of principle model using service user supervised machine learning by Sagar Jilka, Clarissa Mary Odoi, Janet van Bilsen, Daniel Morris, Sinan Erturk, Nicholas Cummins, Matteo Cella, Til Wykes

    Published in npj Schizophrenia (2022-02-01)
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  9. 9

    Towards a scalable approach to assess speech organization across the psychosis-spectrum -online assessment in conjunction with automated transcription and extraction of speech meas... by Julianna Olah, Nicholas Cummins, Maite Arribas, Toni Gibbs-Dean, Elena Molina, Divina Sethi, Matthew J. Kempton, Sarah Morgan, Tom Spencer, Kelly Diederen

    Published in Translational Psychiatry (2024-03-01)
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  10. 10

    Collection and Analysis of Repeated Speech Samples: Methodological Framework and Example Protocol by Nicholas Cummins, Lauren Louise White, Zahia Rahman, Catriona Lucas, Tian Pan, Ewan Carr, Faith Matcham, Johnny Downs, Richard Dobson, Thomas F Quatieri, Judith Dineley

    Published in JMIR Research Protocols (2025-07-01)
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  11. 11

    Data Visualization Preferences in Remote Measurement Technology for Individuals Living With Depression, Epilepsy, and Multiple Sclerosis: Qualitative Study by Sara Simblett, Erin Dawe-Lane, Gina Gilpin, Daniel Morris, Katie White, Sinan Erturk, Julie Devonshire, Simon Lees, Spyridon Zormpas, Ashley Polhemus, Gergely Temesi, Nicholas Cummins, Matthew Hotopf, Til Wykes

    Published in Journal of Medical Internet Research (2024-10-01)
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  12. 12

    Codeveloping and Evaluating a Campaign to Reduce Dementia Misconceptions on Twitter: Machine Learning Study by Sinan Erturk, Georgie Hudson, Sonja M Jansli, Daniel Morris, Clarissa M Odoi, Emma Wilson, Angela Clayton-Turner, Vanessa Bray, Gill Yourston, Andrew Cornwall, Nicholas Cummins, Til Wykes, Sagar Jilka

    Published in JMIR Infodemiology (2022-11-01)
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  13. 13

    Identifying depression subtypes and investigating their consistency and transitions in a 1-year cohort analysis by Carolin Oetzmann, Nicholas Cummins, Femke Lamers, Faith Matcham, Sara Siddi, Katie M. White, Josep Maria Haro, Srinivasan Vairavan, Brenda W. J. H. Penninx, Vaibhav A. Narayan, Matthew Hotopf, Ewan Carr

    Published in PLoS ONE (2025-01-01)
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  14. 14

    Identifying depression subtypes and investigating their consistency and transitions in a 1-year cohort analysis. by Carolin Oetzmann, Nicholas Cummins, Femke Lamers, Faith Matcham, Sara Siddi, Katie M White, Josep Maria Haro, Srinivasan Vairavan, Brenda W J H Penninx, Vaibhav A Narayan, Matthew Hotopf, Ewan Carr

    Published in PLoS ONE (2025-01-01)
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  15. 15

    The Feasibility of Implementing Remote Measurement Technologies in Psychological Treatment for Depression: Mixed Methods Study on Engagement by Valeria de Angel, Fadekemi Adeleye, Yuezhou Zhang, Nicholas Cummins, Sara Munir, Serena Lewis, Estela Laporta Puyal, Faith Matcham, Shaoxiong Sun, Amos A Folarin, Yatharth Ranjan, Pauline Conde, Zulqarnain Rashid, Richard Dobson, Matthew Hotopf

    Published in JMIR Mental Health (2023-01-01)
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  16. 16

    A Dual In-Person and Remote Assessment Approach to Developing Digital End Points Relevant to Autism and Co-Occurring Conditions: Protocol for a Multisite Observational Study by Isabel Yorke, Charlotte A Boatman, Akash Roy Choudhury, Bethany Oakley, Pauline Conde, Heet Sankesara, Yatharth Ranjan, Zulqarnain Rashid, Judith Dineley, Johnny Downs, Christopher H Chatham, Nicholas Cummins, Amos Folarin, Eva Loth, Jan Buitelaar, Declan Murphy, Richard Dobson, Emily Simonoff

    Published in JMIR Research Protocols (2025-10-01)
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  17. 17

    Exploring biases related to the use of large language models in a multilingual depression corpus by Paula Andrea Perez-Toro, Judith Dineley, Raquel Iniesta, Yuezhou Zhang, Faith Matcham, Sara Siddi, Femke Lamers, Josep Maria Haro, Brenda W. J. H. Penninx, Amos A. Folarin, Tomas Arias-Vergara, Juan Rafael Orozco-Arroyave, Elmar Nöth, Andreas Maier, Til Wykes, Srinivasan Vairavan, Richard Dobson, Vaibhav A. Narayan, Matthew Hotopf, Nicholas Cummins

    Published in Scientific Reports (2025-10-01)
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  18. 18

    The Association Between Home Stay and Symptom Severity in Major Depressive Disorder: Preliminary Findings From a Multicenter Observational Study Using Geolocation Data From Smartph... by Petroula Laiou, Dzmitry A Kaliukhovich, Amos A Folarin, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Shaoxiong Sun, Yuezhou Zhang, Faith Matcham, Alina Ivan, Grace Lavelle, Sara Siddi, Femke Lamers, Brenda WJH Penninx, Josep Maria Haro, Peter Annas, Nicholas Cummins, Srinivasan Vairavan, Nikolay V Manyakov, Vaibhav A Narayan, Richard JB Dobson, Matthew Hotopf

    Published in JMIR mHealth and uHealth (2022-01-01)
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  19. 19

    Automatic Assessment of the 2-Minute Walk Distance for Remote Monitoring of People with Multiple Sclerosis by Spyridon Kontaxis, Estela Laporta, Esther Garcia, Matteo Martinis, Letizia Leocani, Lucia Roselli, Mathias Due Buron, Ana Isabel Guerrero, Ana Zabala, Nicholas Cummins, Srinivasan Vairavan, Matthew Hotopf, Richard J. B. Dobson, Vaibhav A. Narayan, Maria Libera La Porta, Gloria Dalla Costa, Melinda Magyari, Per Soelberg Sørensen, Carlos Nos, Raquel Bailon, Giancarlo Comi, on behalf of the RADAR-CNS Consortium

    Published in Sensors (2023-06-01)
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  20. 20

    Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study by Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun, Nicholas Cummins, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Petroula Laiou, Faith Matcham, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Aki Rintala, David C Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda W J H Penninx, Vaibhav A Narayan, Peter Annas, Matthew Hotopf, Richard J B Dobson

    Published in JMIR mHealth and uHealth (2021-07-01)
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