Articles with public access mandates - Judith DineleyLearn more
Not available anywhere: 1
Predictors of engagement with remote sensing technologies for symptom measurement in Major Depressive Disorder
F Matcham, E Carr, KM White, D Leightley, F Lamers, S Siddi, P Annas, ...
Journal of Affective Disorders 310, 106-115, 2022
Mandates: National Institute for Health Research, UK, European Commission, Netherlands …
Available somewhere: 12
Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder
S Liu, J Han, EL Puyal, S Kontaxis, S Sun, P Locatelli, J Dineley, ...
Pattern recognition 123, 108403, 2022
Mandates: UK Medical Research Council, European Commission
Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study
Y Zhang, A Pratap, AA Folarin, S Sun, N Cummins, F Matcham, ...
NPJ digital medicine 6 (1), 25, 2023
Mandates: British Heart Foundation, Chief Scientist Office, Scottish Executive, UK …
Context modelling using hierarchical attention networks for sentiment and self-assessed emotion detection in spoken narratives
L Stappen, N Cummins, EM Meßner, H Baumeister, J Dineley, B Schuller
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Mandates: European Commission
Multilingual markers of depression in remotely collected speech samples: A preliminary analysis
N Cummins, J Dineley, P Conde, SS Faith Matcham, F Lamers, E Carr, ...
Journal of Affective Disorders, https://doi.org/10.1016/j.jad.2023.08.09, 2023
Mandates: National Institute for Health Research, UK, European Commission, Netherlands …
Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models
E Campbell, J Dineley, P Conde, F Matcham, K White, C Oetzmann, ...
Proc. INTERSPEECH 2023, 1738-1742, 2023
Mandates: UK Medical Research Council, National Institute for Health Research, UK …
Biopsychosocial response to the COVID-19 lockdown in people with major depressive disorder and multiple sclerosis
S Siddi, I Giné-Vázquez, R Bailon, F Matcham, F Lamers, S Kontaxis, ...
Journal of clinical medicine 11 (23), 7163, 2022
Mandates: UK Medical Research Council, National Institute for Health Research, UK …
Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model
Y Zhang, AA Folarin, J Dineley, P Conde, V de Angel, S Sun, Y Ranjan, ...
Journal of Affective Disorders, 2024
Mandates: National Institute for Health Research, UK, European Commission
Wearable-derived sleep features predict relapse in Major Depressive Disorder.
F Matcham, E Carr, N Meyer, KM White, C Oetzmann, D Leightley, ...
PsyArXiv, 2023
Mandates: National Institute for Health Research, UK, European Commission, Netherlands …
Characterising illness stages and recovery trajectories of eating disorders in young people via remote measurement technology (STORY): A multi-centre prospective cohort study …
C Kuehne, M Phillips, S Moody, C Bryson, I Campbell, P Conde, ...
BMC Psychiatry, 2024
Mandates: UK Arts & Humanities Research Council, UK Economic and Social Research …
The relationship between wearable-derived sleep features and relapse in Major Depressive Disorder
F Matcham, E Carr, N Meyer, KM White, C Oetzmann, D Leightley, ...
Journal of Affective Disorders 363 (15 October 2024), 90-98, 2024
Mandates: National Institute for Health Research, UK, European Commission, Netherlands …
Longitudinal Modeling of Depression Shifts Using Speech and Language
PA Pérez-Toro, J Dineley, A Kaczkowska, P Conde, Y Zhang, F Matcham, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Mandates: National Institute for Health Research, UK, European Commission
Long-term Participant Retention and Engagement Patterns in an App and Wearable-based Multinational Remote Digital Depression Study
R Dobson, Y Zhang, A Pratap, A Folarin, S Sun, N Cummins, F Matcham, ...
Mandates: National Institute for Health Research, UK, European Commission, Netherlands …
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