Frontiers

Artificial Intelligence and Machine Learning in Pediatrics

Artificial Intelligence (AI) and Machine Learning (ML) in pediatrics represent a burgeoning field within healthcare, driven ...
IEEE

Explainable Machine Learning for Sleep Health Analysis Using XGBoost and SHAP Interpretability

With the integration of machine learning techniques into the medical field, there has been a sea change in the last couple of years, and a new era of innovation seems to usher in precision healthcare ...
Journal of Medical Internet Research

Machine Learning–Based Explainable Automated Nonlinear Computation Scoring System for Health Score and an Application for Prediction of Perioperative Stroke: Retrospective Study

Machine Learning–Based Explainable Automated Nonlinear Computation Scoring System for Health Score and an Application for Prediction of Perioperative Stroke: Retrospective Study ...
IEEE

Enhancing Fetal Health Prediction Using Machine Learning and Ensemble Methods

Abstract: The United Nations seeks to diminish preventable deaths by 2030; yet, maternal and child mortality continue to pose significant global health issues. Attaining this objective necessitates ...