Evaluating Listening Performance for COVID-19 Detection by Clinicians and Machine Learning: Comparative Study

• Main Authors: Jing Han (Author), Marco Montagna (Author), Andreas Grammenos (Author), Tong Xia (Author), Erika Bondareva (Author), Chloë Siegele-Brown (Author), Jagmohan Chauhan (Author), Ting Dang (Author), Dimitris Spathis (Author), R Andres Floto (Author), Pietro Cicuta (Author), Cecilia Mascolo (Author)
• Format: Book
• Published: JMIR Publications, 2023-05-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundTo date, performance comparisons between men and machines have been carried out in many health domains. Yet machine learning (ML) models and human performance comparisons in audio-based respiratory diagnosis remain largely unexplored. ObjectiveThe primary objective of this study was to com...