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Author

Ramendra Pratap Singh

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Open access Oct 2026

Deep Learning-Based Medical Insurance Cost Prediction Using Personal and Health Attributes

The purpose of an insurance policy is to lessen or eliminate the monetary impact of certain risks and unanticipated events. The significance of accurate cost prediction has grown due to the ongoing increase in healthcare prices and the fact that health insurance premiums are affected by several demographic and health-r...

Ramendra Pratap Singh · 0 citations
Open access Jul 2026

An Intelligent Machine Learning Framework for Customer Churn Prediction in CRM Systems

A CRM system that relies on clever machine learning techniques and outperforms state-of-the-art machine learning and deep learning models for predicting customer attrition so that businesses may pinpoint consumers who are likely to churn, which allows for more proactive retention measures, happier customers, and more p...

Ramendra Pratap Singh · 0 citations

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