Accelerometery

Applying AI/ML and statistical methods for predicting biological age and healthspan using wearable data

Applying SHAP (SHapley Additive exPlanations) method to identify factors influencing biological age using wearable data

Enhancing digital phenotyping through the application of AI/ML and statistical models to demonstrate using wearable, time-series data

Using AI/ML (CNN, LSTM, RF, DT, etc.) and statistical models (cosinor, SSA) to longitudinal, time-series physical activity data to classify different diseases