A healthcare client was increasingly concerned about the delayed diagnosis of Type 2 diabetes, which often led to severe complications and higher treatment costs. The objective was to proactively identify high-risk individuals using existing electronic health records (EHRs) and support early intervention.
Our data science team, equipped with healthcare domain expertise, collaborated closely with clinicians to develop a predictive analytics pipeline in Python. Key steps included:
The resulting diabetes risk prediction model achieved 85% accuracy, effectively flagging high-risk patients. Screening time was reduced by 40%, enabling faster clinical decisions. The system supported timely lifestyle and medical interventions, leading to improved patient outcomes and reduced long-term complications.
A healthcare client was increasingly concerned about the delayed diagnosis of Type 2 diabetes, which often led to severe complications and higher treatment costs. The objective was to proactively identify high-risk individuals using existing electronic health records (EHRs) and support early intervention.
Our data science team, equipped with healthcare domain expertise, collaborated closely with clinicians to develop a predictive analytics pipeline in Python. Key steps included:
The resulting diabetes risk prediction model achieved 85% accuracy, effectively flagging high-risk patients. Screening time was reduced by 40%, enabling faster clinical decisions. The system supported timely lifestyle and medical interventions, leading to improved patient outcomes and reduced long-term complications.
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.
