#time series classification

1posts

  1. An LSTM That Predicts Cognitive Impairment from Sleep Records
    Can sleep records from a ring-type wearable alone identify cognitive impairment? This post covers how an LSTM that combined five days of records achieved an AUC of 0.92, and which sleep metrics SHAP pointed out.
    Healthcare Data Analytics2026-10-10#sleep lifelog#cognitive impairment#wearable#time series classification#explainable ai#dementia screening

Keywords

#sleep lifelog1#cognitive impairment1#wearable1#explainable ai1#dementia screening1