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Author

T. Archana

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Conference Aug 2026

Decentralized Machine Learning for Healthcare: Survey on Disease Prognosis and Secure Communication Frameworks

One of the biggest challenges in implementing AI in healthcare is the fragmentation of data across hospitals, as well as privacy regulations. Federated learning tackles these challenges by allowing models to be collaboratively built, while patient data is kept at its source. The survey focuses on two primary medical fi...

Bhaskar Adepu, T. Archana · 0 citations
Jul 2026

Explainable Hybrid Deep Learning Framework for Cardiovascular Disease Prediction and Clinical Decision Support.

HCVDNet is a hybrid machine learning-deep learning model that can be used to improve the predictive accuracy of models as well as provide clinicians with clear explanations of the results of their predictions, and is capable of developing a high-performance, highly interpretable diagnostic framework for predicting card...

Bhaskar Adepu, T. Archana · 0 citations

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