Jan Agbayani (✸,✸) IP
1.9K posts
Jan Agbayani (✸,✸) IP
@AgbayaniJan
herotag == @janz0123 @playsomo | $SOMO
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Deep Dive: BitDoctor's Technology - Type 2 Diabetes Risk BitDoctor technology enables AI-driven diabetes risk estimation by analyzing facial blood flow patterns and demographic factors. Validated on an independent test set (n=684), the model demonstrated an 82.1% AUC accuracy, reinforcing its precision in assessing diabetes risk. A machine-learning classifier was developed using a dataset of 6,840 adults, identifying predictive features from facial blood flow signals. The final model was validated on unseen data, maintaining robust predictive performance. The image illustrates the distribution of diabetes status within the dataset and the model’s classification accuracy. These findings highlight BitDoctor’s potential in early risk detection through non-invasive AI-powered diagnostics. #BitDoctorAI #DeSci #AI #DePIN #healthtech #freediagnosis
