Published on in Vol 22, No 7 (2020): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/18082, first published .
Automatic Recognition, Segmentation, and Sex Assignment of Nocturnal Asthmatic Coughs and Cough Epochs in Smartphone Audio Recordings: Observational Field Study

Automatic Recognition, Segmentation, and Sex Assignment of Nocturnal Asthmatic Coughs and Cough Epochs in Smartphone Audio Recordings: Observational Field Study

Automatic Recognition, Segmentation, and Sex Assignment of Nocturnal Asthmatic Coughs and Cough Epochs in Smartphone Audio Recordings: Observational Field Study

Filipe Barata 1, MSc;  Peter Tinschert 2, MSc;  Frank Rassouli 3, MD, PhD;  Claudia Steurer-Stey 4, 5, MD, PhD;  Elgar Fleisch 1, 2, PhD;  Milo Alan Puhan 4, MD, PhD;  Martin Brutsche 3, MD, PhD;  David Kotz 1, 6, 7, PhD;  Tobias Kowatsch 1, 2, PhD

1 Center for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich , CH

2 Center for Digital Health Interventions, Institute of Technology Management, University of St. Gallen, St. Gallen , CH

3 Lung Center, Cantonal Hospital St. Gallen , St. Gallen , CH

4 Institute of Epidemiology, Biostatistics and Prevention, University of Zurich, Zurich , CH

5 mediX Group Practice , Zurich , CH

6 Department of Computer Science, Dartmouth College , Hanover, NH, US

7 Center for Technology and Digital Health, Dartmouth College , Hanover, NH, US

Corresponding Author:

  • Filipe Barata, MSc
  • Center for Digital Health Interventions
  • Department of Management, Technology, and Economics
  • ETH Zurich
  • Weinbergstrasse 56/57
  • Zurich
  • CH
  • Phone: 41 446323509
  • Email: fbarata@ethz.ch