A financial services firm asked us to identify factors leading…
Hospital Readmission
A leading hospital in the US suddenly saw an increase in readmission of treated patients within a specific duration.
Sunrise Solution
Our analytical solution helps to identify key drivers for patient’s readmission and provided an action plan to minimize the readmission rate.
Process Flow
- Data extracted from the SQL database.
- Data preparation and validation performed.
- Outlier Treatment and missing imputation.
- Train and Test split.
- The classification technique has been performed.
- Identified the key drivers for the readmission.
Process Flow
- Data extracted from the SQL database.
- Data preparation and validation performed.
- Outlier Treatment and missing imputation.
- Train and Test split.
- The classification technique has been performed.
- Identified the key drivers for the readmission.
Model - Recommendation
- Among all the classification methods Naïve Bayes has given more accuracy.
- Identified the key drivers driving the readmission score for the company.
- Recommended the areas of improvement.
Sunrise Approach
“Sunrise provided valued analytical support to our team. Recommend Sunrise for cost effectiveness and quality offshore support.”
Rachel Ballard
Managing Director
Tools and Technologies used
Modernized SaaS model designed for E-Governance
Helped leading healthcare client to fill their key positions within…