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Multilingual markers of depression in remotely collected speech samples: A preliminary analysis.
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.
Affiliation
  • Cummins N; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK. Electronic address: nick.cummins@kcl.ac.uk.
  • Dineley J; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany.
  • Conde P; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Matcham F; School of Psychology, University of Sussex, Falmer, UK; Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Siddi S; Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM, Barcelona, Spain.
  • Lamers F; Department of Psychiatry, Amsterdam Public Health Research Institute and Amsterdam Neuroscience, Amsterdam University Medical Centre, Vrije Universiteit and GGZ InGeest, Amsterdam, the Netherlands.
  • Carr E; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Lavelle G; School of Psychology, University of Sussex, Falmer, UK.
  • Leightley D; Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • White KM; Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Oetzmann C; Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Campbell EL; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; GTM research group, AtlanTTic Research Center, University of Vigo, Spain.
  • Simblett S; Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Bruce S; RADAR-CNS Patient Advisory Board, King's College London, UK.
  • Haro JM; Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM, Barcelona, Spain.
  • Penninx BWJH; Department of Psychiatry, Amsterdam Public Health Research Institute and Amsterdam Neuroscience, Amsterdam University Medical Centre, Vrije Universiteit and GGZ InGeest, Amsterdam, the Netherlands.
  • Ranjan Y; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Rashid Z; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Stewart C; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Folarin AA; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; NIHR Biomedical Research Centre at South London, Maudsley NHS Foundation Trust, King's College London, London, UK.
  • Bailón R; Biomedical Signal Interpretation and Computational Simulation (BSICoS) group, Aragon Institute for Engineering Research, University of Zaragoza, Zaragoza, Spain; Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Spain.
  • Schuller BW; Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany; GLAM - Group on Language, Audio, & Music, Imperial College London, London, UK.
  • Wykes T; Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; NIHR Biomedical Research Centre at South London, Maudsley NHS Foundation Trust, King's College London, London, UK.
  • Vairavan S; Janssen Research and Development LLC, Titusville, NJ, United States.
  • Dobson RJB; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Institute of Health Informatics, University College London, London, UK.
  • Narayan VA; Davos Alzheimer's Collaborative, United States.
  • Hotopf M; Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; NIHR Biomedical Research Centre at South London, Maudsley NHS Foundation Trust, King's College London, London, UK.
J Affect Disord ; 341: 128-136, 2023 11 15.
Article in En | MEDLINE | ID: mdl-37598722
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Speech / Depressive Disorder, Major Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: J Affect Disord Year: 2023 Document type: Article
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Speech / Depressive Disorder, Major Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: J Affect Disord Year: 2023 Document type: Article