CASE STUDY

Predicting Patient Readmission

Context

Our healthcare client was conducting a clinical trial where the hospital adopted a Python powered system to build a predictive model that identifies high risk patients so interventions can be planned.

Resolution

To solve this, a simple AI tool was developed by our specialized team, creating outputs on patient risk scores and feature importance rankings, along with an ROC curve, confusion matrix, and automated dashboards in Jupyter Notebook or exported to PDF.

Result

This improved diagnosis accuracy, identified patients at high risk of readmission, reduced costs, improved patient outcomes, and demonstrated compliance with healthcare quality standards.

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    Predicting Patient Readmission

    Context

    Our healthcare client was conducting a clinical trial where the hospital adopted a Python powered system to build a predictive model that identifies high risk patients so interventions can be planned.

    Resolution

    To solve this, a simple AI tool was developed by our specialized team, creating outputs on patient risk scores and feature importance rankings, along with an ROC curve, confusion matrix, and automated dashboards in Jupyter Notebook or exported to PDF.

    Result

    This improved diagnosis accuracy, identified patients at high risk of readmission, reduced costs, improved patient outcomes, and demonstrated compliance with healthcare quality standards.

    About Us

    Headquartered in New Jersey, Rang Technologies has dedicated over a decade delivering innovative solutions and best talent to help businesses get the most out of the latest technologies in their digital transformation journey. Rang Technologies has grown to become a global leader in Analytics, Data Science, Artificial Intelligence, Machine Learning, Salesforce CRM, Cloud, DevOps, Internet of Things (IoT), Cybersecurity, IT Consulting and Staffing, and Corporate Training. Our clients, which include Fortune 500 to Start-up companies, come from a wide array of industries, including pharmaceuticals, healthcare, retail, technology, BFSI, media, automobile, manufacturing, and several others. Our clients know they can rely on Rang Technologies to deliver customized and comprehensive digital solutions and talent to complement their business and technical objectives.

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