Big Data Analytics Framework Using Squirrel Search Optimized Gradient Boosted Decision Tree for Heart Disease Diagnosis

Big Data Analytics Framework Using Squirrel Search Optimized Gradient Boosted Decision Tree for Heart Disease Diagnosis

Disease detection is a critical issue in the field of medical diagnostics. Failure to identify heart disease (HD) at an early stage can lead to mortality. The lack of access to expert physicians in remote areas further exacerbates the problem. Big data analytics (BDA) is an emerging area that can he...

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Bibliographic Details
Main Authors: Kareemulla Shaik, Janjhyam Venkata Naga Ramesh, Miroslav Mahdal, Mohammad Zia Ur Rahman, Syed Khasim, Kanak Kalita
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
medical diagnosis
disease detection
big data analytics
machine learning
heart disease
optimization
Online Access:https://www.mdpi.com/2076-3417/13/9/5236

Internet

https://www.mdpi.com/2076-3417/13/9/5236

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