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Anu Thakur

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Conference Open access 2026

A Review of Machine Learning Approaches for Non-Contact Oxygen Saturation (SpO 2 ) and Heart Rate Estimation

Non-contact cardiovascular measurement systems have gained widespread interest as an alternative to the conventional contact methods. Of all these methods, facial based techniques that determine heart rate and oxygen saturation (SpO 2 ) hold the greatest promise for real-time use in the healthcare and other sectors...

Anu Thakur, Kapil Sethi, Abhineet Anand · 0 citations

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