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Shivani Jain

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Open access Oct 2026

Machine Learning-Based Insurance Claim Prediction Using Demographic and Health Factors

In today’s healthcare environment, the increasing cost of medical treatment, medicines, and hospitalization has created significant financial challenges for individuals and families. Health insurance offers financial security by covering qualified medical expenditures and facilitating access to critical healthcare serv...

Shivani Jain · 0 citations
Open access Aug 2026

Artificial Intelligence-Based Clinical Risk Prediction Using Ensemble Machine Learning Algorithms

The outcomes demonstrate that the suggested ANN architecture can accurately and consistently assess clinical risk, which in turn allows for the early identification of high-risk patients and aids healthcare providers in making data-informed therapeutic decisions.

Shivani Jain · 0 citations

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