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Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder.
Liu, Shuo; Han, Jing; Puyal, Estela Laporta; Kontaxis, Spyridon; Sun, Shaoxiong; Locatelli, Patrick; Dineley, Judith; Pokorny, Florian B; Costa, Gloria Dalla; Leocani, Letizia; Guerrero, Ana Isabel; Nos, Carlos; Zabalza, Ana; Sørensen, Per Soelberg; Buron, Mathias; Magyari, Melinda; Ranjan, Yatharth; Rashid, Zulqarnain; Conde, Pauline; Stewart, Callum; Folarin, Amos A; Dobson, Richard Jb; Bailón, Raquel; Vairavan, Srinivasan; Cummins, Nicholas; Narayan, Vaibhav A; Hotopf, Matthew; Comi, Giancarlo; Schuller, Björn; Consortium, Radar-Cns.
Afiliação
  • Liu S; EIHW - Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Augsburg, Germany.
  • Han J; EIHW - Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Augsburg, Germany.
  • Puyal EL; Department of Computer Science and Technology, University of Cambridge, Cambridge, United Kingdom.
  • Kontaxis S; BSICoS Group, Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain.
  • Sun S; CIBER of Bioengineering, Biomaterials and Nanomedicine (CIBER-BNN), Madrid, Spain.
  • Locatelli P; BSICoS Group, Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain.
  • Dineley J; CIBER of Bioengineering, Biomaterials and Nanomedicine (CIBER-BNN), Madrid, Spain.
  • Pokorny FB; The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Costa GD; Department of Engineering and Applied Science, University of Bergamo, Bergamo, Italy.
  • Leocani L; EIHW - Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Augsburg, Germany.
  • Guerrero AI; EIHW - Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Augsburg, Germany.
  • Nos C; Division of Phoniatrics, Medical University of Graz, Graz, Austria.
  • Zabalza A; Università Vita Salute San Raffaele and Experimental Neurophysiology Unit, Institute of Experimental Neurology, Scientific Institute Hospital San Raffaele, Milan, Italy.
  • Sørensen PS; Università Vita Salute San Raffaele and Experimental Neurophysiology Unit, Institute of Experimental Neurology, Scientific Institute Hospital San Raffaele, Milan, Italy.
  • Buron M; Multiple Sclerosis Centre of Catalonia (Cemcat), Department of NeurologyNeuroimmunology, Hospital Universitari Vall dH́ebron, Universitat Autónoma de Barcelona, Barcelona, Spain.
  • Magyari M; Multiple Sclerosis Centre of Catalonia (Cemcat), Department of NeurologyNeuroimmunology, Hospital Universitari Vall dH́ebron, Universitat Autónoma de Barcelona, Barcelona, Spain.
  • Ranjan Y; Multiple Sclerosis Centre of Catalonia (Cemcat), Department of NeurologyNeuroimmunology, Hospital Universitari Vall dH́ebron, Universitat Autónoma de Barcelona, Barcelona, Spain.
  • Rashid Z; Danish Multiple Sclerosis Centre, Department of Neurology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
  • Conde P; Danish Multiple Sclerosis Centre, Department of Neurology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
  • Stewart C; Danish Multiple Sclerosis Centre, Department of Neurology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
  • Folarin AA; The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Dobson RJ; The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Bailón R; The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Vairavan S; The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Cummins N; The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Narayan VA; Institute of Health Informatics, University College London, London, United Kingdom.
  • Hotopf M; The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Comi G; Institute of Health Informatics, University College London, London, United Kingdom.
  • Schuller B; BSICoS Group, Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain.
  • Consortium RC; CIBER of Bioengineering, Biomaterials and Nanomedicine (CIBER-BNN), Madrid, Spain.
Pattern Recognit ; 123: 108403, 2022 Mar.
Article em En | MEDLINE | ID: mdl-34720200
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Pattern Recognit Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Alemanha
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Pattern Recognit Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Alemanha