Our healthcare client wanted to forecast future HbA1c levels using patient data and identify individuals at risk of poor glycemic control, enabling early intervention.
We provided a data science team to solve this; a smart system was developed that used a predictive model for HbA1c levels—a key marker of long-term blood glucose control. They created time-lag variables for HbA1c trends, encoded medication adherence and physical activity levels. Finally, the team integrated into a clinical dashboard to provide risk scores and personalized alerts for clinicians.
The model forecast accuracy for 80% of patients, it enabled proactive medication adjustments and lifestyle counselling and most important it reduced follow-up delays and improved patient engagement.
Our healthcare client wanted to forecast future HbA1c levels using patient data and identify individuals at risk of poor glycemic control, enabling early intervention.
We provided a data science team to solve this; a smart system was developed that used a predictive model for HbA1c levels—a key marker of long-term blood glucose control. They created time-lag variables for HbA1c trends, encoded medication adherence and physical activity levels. Finally, the team integrated into a clinical dashboard to provide risk scores and personalized alerts for clinicians.
The model forecast accuracy for 80% of patients, it enabled proactive medication adjustments and lifestyle counselling and most important it reduced follow-up delays and improved patient engagement.
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.
