One of the clients struggled with high readmission rates for chronic disease patients. Manual tracking made it difficult to identify high risk individuals, leading to increased costs and poor patient outcomes. Our team understood this case and investigated this situation.
We deployed a specialized team with deep knowledge and used R to build a predictive model using logistic regression and random forest algorithms. Packages like caret, dplyr, and ggplot2 helped clean data, engineer features, and visualize risk patterns.
The model accurately identified high risk patients with over 80 percent precision. Early intervention programs reduced readmissions by 25 percent, improving patient care and lowering operational costs.
One of the clients struggled with high readmission rates for chronic disease patients. Manual tracking made it difficult to identify high risk individuals, leading to increased costs and poor patient outcomes. Our team understood this case and investigated this situation.
We deployed a specialized team with deep knowledge and used R to build a predictive model using logistic regression and random forest algorithms. Packages like caret, dplyr, and ggplot2 helped clean data, engineer features, and visualize risk patterns.
The model accurately identified high risk patients with over 80 percent precision. Early intervention programs reduced readmissions by 25 percent, improving patient care and lowering operational costs.
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.
