CASE STUDY

Predictive Analytics in ICU Patient Care

Context

Our healthcare client was conducting a clinical trial to proactively identify ICU patients at risk of deterioration and reduce adverse outcomes like sepsis, respiratory failure, or cardiac arrest.

Resolution

To solve this, a simple AI tool was developed by our specialized team implementing a predictive analytics platform to which data sources of real-time feeds from electronic health records (EHRs), vital signs monitors, and other clinical systems were used. Also, Machine learning algorithms were trained on historical patient data to detect early warning signs. Finally, alerts were embedded into clinical workflows to notify providers of potential deterioration.

Result

The AI tool reduced ICU mortality rates, shortened the length of stay in hospitals, improved patient satisfaction and increased clinical responses.

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    Predictive Analytics in ICU Patient Care

    Context

    Our healthcare client was conducting a clinical trial to proactively identify ICU patients at risk of deterioration and reduce adverse outcomes like sepsis, respiratory failure, or cardiac arrest.

    Resolution

    To solve this, a simple AI tool was developed by our specialized team implementing a predictive analytics platform to which data sources of real-time feeds from electronic health records (EHRs), vital signs monitors, and other clinical systems were used. Also, Machine learning algorithms were trained on historical patient data to detect early warning signs. Finally, alerts were embedded into clinical workflows to notify providers of potential deterioration.

    Result

    The AI tool reduced ICU mortality rates, shortened the length of stay in hospitals, improved patient satisfaction and increased clinical responses.

    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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