The Lancet

From prediction to navigation for artificial intelligence in medicine

Whether estimating the probability that a disease is present or forecasting risk of deterioration,1 readmission,2 or death,3 most contemporary clinical artificial intelligence (AI) systems are ...
The University of Alabama at Birmingham

Diabetes subtype app helps clinicians personalize treatment

UAB researchers have launched DiaClue, a free web-based tool that helps clinicians classify diabetes into five subtypes, ...

A new algorithm can spot who may be headed for self-harm before warning signs become obvious

Depression, one of the most widespread mental health disorders, is characterized by a persistent low mood and a loss of ...
IEEE

Enhancing Random Forest Using Genetic Algorithm for Lifelong Machine Learning

Abstract: Learning over time for machine learning (ML) models is emerging as a new field, often called continual learning or lifelong Machine learning (LML). Today, deep learning and neural networks ...
IEEE

Dual-Model Explainable AI for Prompt Identification of Type 2 Diabetes Mellitus: A SHAP and LIME Aggrandized Method Utilizing Random Forest

Abstract: Type 2 Diabetes Mellitus (T2DM) is a prevalent and widespread public medical concern that require early and precise detection and explainable system to prevent and detect serious ...