Cardiovascular Health Management in Diabetic Patients with Machine-Learning-Driven Predictions and Interventions

Cardiovascular Health Management in Diabetic Patients with Machine-Learning-Driven Predictions and Interventions

The advancement of machine learning in healthcare offers significant potential for enhancing disease prediction and management. This study harnesses the PyCaret library—a Python-based machine learning toolkit—to construct and refine predictive models for diagnosing diabetes mellitus and forecasting...

Full description

Bibliographic Details
Main Authors: Rejath Jose, Faiz Syed, Anvin Thomas, Milan Toma
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
PyCaret
machine learning
stroke diagnosis
diagnostic accuracy
automated machine learning
health informatics
Online Access:https://www.mdpi.com/2076-3417/14/5/2132

Similar Items

Similar Items