MDPI paper "A Review of the State of the Art in Non-Contact Sensing for COVID-19" by by William Taylor, Qammer H. Abbasi, Kia Dashtipour, Shuja Ansari, Syed Aziz Shah, Arslan Khalid, and Muhammad Ali Imran from Glasgow and Conentry Universities, UK shows that most of the diagnostic approaches rely on image sensors in one form or another:
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