US based healthcare provider with a mission to provide high-quality, patient-centered care facilities for cancer & diabetic patients across multiple states in the US
Diabetic patients getting re-admitted to a hospital with a short duration of discharge was creating a problem as that would create a negative impact
High rates of re-admissions of diabetic patients not only lead to increased healthcare costs but also indicate that patients may not have received adequate care.
Client wanted a reliable solution that can predict if a patient is fit to be discharged or needs to stay longer for further treatment
How Did We Help
CloudJournee’s consultants conducted continuous discussions with client medical staff and Data Analysts to understand the challenges that they are facing
Collected and analyzed the data from multiple data sources and multiple data formats and understood the complexities of critical healthcare data
Advised on a re-admission prediction solution leveraging AWS AI / ML services like AWS Sagemaker and developed a solution that can predict avoidable hospital re-admission of diabetic patients within 30 days of discharge
Built multiple ML models using different algorithms and did continuous tuning and testing to get accurate results
Deployed the ML model in client application using which doctors were able to predict patient status and take further decisions related to patient discharge
The client was able to reduce avoidable hospital re-admission from 20% to 5%
Reduce medical service costs by up to 12% that occurred due to readmission
Improved trust and patient satisfaction with improved quality of care
CloudJournee is an end-to-end Cloud Services Company enabling organizations to succeed in their digital transformation initiatives by helping them successfully adopt and run their applications in the Cloud at a lower TCO. With a team of experienced and cloud consultants, CloudJournee is aiding customers across the globe with scalable and reliable solutions to help them overcome their business problems using DevOps, Microservices, Docker, Cybersecurity and Log Analytics.
CloudJournee specializes in Amazon Web Services, Microsoft Azure & Google Cloud Platform and has designed a wide range of solutions and services to facilitate organizations achieve their business objectives.