Assessing Elevated Blood Glucose Levels Through Blood Glucose Evaluation and Monitoring Using Machine Learning and Wearable Photoplethysmography Sensors: Algorithm Development and Validation.
Bohan ShiSatvinder Singh DhaliwalMarcus SooCheri ChanJocelin WongNatalie W C LamEntong ZhouVivien PaitimusaKum Yin LokeJoel ChinMei Tuan ChuaKathy Chiew Suan LiawAmos W H LimFadil Fatin InsyirahShih-Cheng YenArthur TaySeng Bin AngPublished in: JMIR AI (2023)
Our findings suggest that PPG measurements can be used to identify participants with elevated blood glucose measurements and assist in the screening of participants for diabetes risk.