BIOENGINEER

Machine Learning Algorithms Accurately Calibrate Multiplex Serology for Helicobacter Pylori Diagnosis

A China Kadoorie Biobank investigation demonstrates that supervised classification algorithms successfully translate ...
BIOENGINEER

Swiss Registry Study Protocol Evaluates Machine Learning for Joint Replacement Outcomes

Swiss researchers have published a study protocol comparing machine learning algorithms against logistic regression to predict patient recovery and revision surgery risks following joint replacement.
ascopubs.org

A Comparison of Logistic Regression Against Machine Learning Algorithms for Gastric Cancer Risk Prediction Within Real-World Clinical Data Streams

We trained models using logistic regression (LR) and four commonly used ML algorithms to predict NCGC from age-/sex-matched controls in two EHR systems: Stanford University and the University of ...
technologynetworks

Logistic Regression

Logistic regression is a powerful statistical method that is used to model the probability that a set of explanatory (independent or predictor) variables predict data in an outcome (dependent or ...