Our healthcare client was facing a growing concern to analyze thousands of adverse drug reaction reports. Manual review was slow and made it difficult to detect emerging safety signals.
We provided a data science team with healthcare domain expertise who worked closely with clinicians. R was used to automate data cleaning, classify ADR types, and perform frequency analysis. The tidy verse, text mining, and shiny packages enabled interactive dashboards for real time monitoring.
Signal detection became 40 percent faster, rare ADR patterns were identified earlier, and regulatory reporting improved significantly, enhancing patient safety.
Our healthcare client was facing a growing concern to analyze thousands of adverse drug reaction reports. Manual review was slow and made it difficult to detect emerging safety signals.
We provided a data science team with healthcare domain expertise who worked closely with clinicians. R was used to automate data cleaning, classify ADR types, and perform frequency analysis. The tidy verse, text mining, and shiny packages enabled interactive dashboards for real time monitoring.
Signal detection became 40 percent faster, rare ADR patterns were identified earlier, and regulatory reporting improved significantly, enhancing patient safety.
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.
