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Healthcare

AI-Assisted Decision-Making for Optimization of Hospital KPIs

Challenge

The client grappled with operational challenges such as Length of Stay (LoS) optimization.

The Solution

We recommended the target values required to achieve specific KPI goals after conducting a predictive and correlation analysis.

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    Technologies Used

    SQL
    SQL
    PySpark
    PySpark
    Python
    Python
    Power BI
    Power BI
    Azure DevOps
    Azure DevOps
    Azure Synapse
    Azure Synapse
    Azure ML Flow
    Azure ML Flow
    Azure Data Lake Storage Gen2
    Azure Data Lake Storage Gen2
    Databricks
    Databricks

    Impact by the NUMBERS

    5-18%​

    improvement in LoS at varying facilities ​

    10%​

    improvement in transfer rates over 4 months​

    60%

    reduction in the time taken for analysts to identify key trends

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