Enhancing Heart Disease Prediction with Federated Learning and Blockchain Integration

Federated learning offers a framework for developing local models across institutions while safeguarding sensitive data. This paper introduces a novel approach for heart disease prediction using the TabNet model, which combines the strengths of tree-based models and deep neural networks. Our study u...

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Bibliographic Details
Main Authors: Yazan Otoum, Chaosheng Hu, Eyad Haj Said, Amiya Nayak
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Future Internet
Subjects:
Online Access:https://www.mdpi.com/1999-5903/16/10/372
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