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Measuring Stress in Health Professionals Over the Phone Using Automatic Speech Analysis During the COVID-19 Pandemic: Observational Pilot Study.

Alexandra KönigKevin RiviereNicklas LinzHali LindsayJulia ElbaumRoxane FabreAlexandre DerreumauxPhilippe Robert
Published in: Journal of medical Internet research (2021)
Automatic speech analysis could help with early detection of subtle signs of stress in vulnerable populations over the phone. By combining the use of this technology with timely intervention strategies, it could contribute to the prevention of burnout and the development of comorbidities, such as depression or anxiety.
Keyphrases
  • deep learning
  • machine learning
  • depressive symptoms
  • heat stress
  • neural network