The American Journal of Managed Care

Machine Learning Capable of Predicting Hyperlipidemia in People With HIV

Machine learning models, particularly LightGBM, effectively predict hyperlipidemia in PLWH on HAART for six months, with high accuracy and area under curve values. The study's limitations include ...
Becker's Hospital Review

6 hospital applications for machine learning: algorithms to predict patient violence, HIV risk & more

1. A group of five machine learning algorithms identified whether a patient was a suitable candidate for corneal refractive surgery with 93.4 percent accuracy, a level equal to that of expert ...
The American Journal of Managed Care

Machine Learning Effective in Predicting Hospital Stay, Prolonged Hospitalization in People Living With HIV

Separate machine learning models were able to effectively predict both the length of hospital stay and the risk of prolonged hospitalization in people living with HIV. The length of stay in a hospital ...
Independent Record

Scientists learning how HIV hides

WASHINGTON — The AIDS virus has hideouts deep in the immune system that today’s drugs can’t reach. Now scientists finally have discovered how HIV builds one of those fortresses — and they’re exploring ...