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Machine Learning IDs Factors Predicting Risk for Sleep Disorder Diagnosis

Machine learning models can predict risk for a sleep disorder using demographic, laboratory, physical exam, and lifestyle covariates. ....

United States , Alexandera Huang , Samuely Huang , Virginia Commonwealth University In Richmond , Northwestern University Feinberg School Of Medicine , National Health , Patient Health Questionnaire , Nutrition Examination , Healthday News , Northwestern University Feinberg School , Virginia Commonwealth University , Nutrition Examination Survey ,

Machine Learning IDs Factors Predicting Risk for Sleep Disorder Diagnosis

FRIDAY, April 14, 2023 (HealthDay News) Machine learning models can effectively predict risk for a sleep disorder using demographic, laboratory, physical exam, and lifestyle covariates, according to a study published online April 12 in PLOS ONE. Alexander A. Huang, from the Northwestern University Feinberg School of Medicine in Chicago, and Samuel Y. Huang, from ....

United States , Alexandera Huang , Samuely Huang , Nutrition Examination , National Health , Virginia Commonwealth University In Richmond , Patient Health Questionnaire , Northwestern University Feinberg School Of Medicine , Healthday News , Northwestern University Feinberg School , Virginia Commonwealth University , Nutrition Examination Survey ,

Can Machine Learning Model Predict Sleep Disorders from Patient Records?

Machine learning/artificial intelligence method was found to be effective in screening patients for insomnia, sleep disorder risk. ....

United States , Alexandera Huang , Samuely Huang , Northwestern Feinberg University School Of Medicine , Virginia Commonwealth University School Of Medicine , Virginia Commonwealth University School , Northwestern Feinberg University School , Artificial Intelligence , Machine Learning , Sleep Disorder ,

AI Model Predicts Insomnia from Patient Records

A machine learning model was found to effectively predict a patient’s risk for insomnia based on patient records. ....

Samuel Huang , Alexandera Huang , Samuely Huang , National Health , Northwestern Feinberg University School Of Medicine , Virginia Commonwealth University School Of Medicine , Nutrition Examination , Virginia Commonwealth University School , Northwestern Feinberg University School ,