Google Research proposes wearable-based CKM risk coaching framework

The model integrates modifiable behaviors like resting heart rate and step count, validated across multiple cohorts for improved CKM disease risk prediction. It enables actionable coaching by showing how specific lifestyle changes affect future health, with expansion to blood biomarkers for multi-organ monitoring.

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