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...

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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

Internet

https://www.mdpi.com/2076-3417/14/5/2132

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