BIOENGINEER

Machine learning model forecasts respiratory disease activity despite hospital reporting delays

A sentinel hospital study in Guangzhou tested a reporting-lag-aware machine learning framework for seven-day-ahead forecasting of influenza, COVID-19 and Mycoplasma pneumoniae activity, finding modest ...
Neurology Advisor

Sex-Specific Machine Learning Models Predict 10-Year Dementia Risk

Machine learning models utilizing cardiovascular and lifestyle factors can accurately predict the 10-year risk of dementia in both men and women.
BIOENGINEER

A generalized supervised contrastive learning framework for integrative multi-omics prediction models

A new machine-learning framework called MB-SupConCon extends supervised contrastive learning to continuous responses, ...
News Medical

AI trained on sleep data predicts future disease and mortality years in advance

Study: A multimodal sleep foundation model for disease prediction. Image credit: AnnaStills/Shutterstock.com In a recent study published in Nature Medicine, researchers developed a multimodal sleep ...