IQVIA is using vast quantities of data in powerful new ways. See how we can help you tap into information from past trials, patient reported outcomes and other sources to accelerate your research.
NLP software</a> unlocks critical insights for population health including social determinants of health (SDoH) - which encompass socioeconomic, behavioral, and environmental factors that contribute significantly to most health outcomes.</p> <p>As part of the award nomination, we highlighted a use case where the AI technology is deployed to help clinicians identify and screen 56% more at-risk patients based on SDoH. This enabled targeted intervention by social workers to patients in need.</p> <p>The award highlighted the flexibility, accuracy and transparency of IQVIA NLP. The technology encompasses both rules-based and machine-learning approaches in an “open box” solution, allowing users to fully understand the results they’ve been shown. This is incredibly important in establishing clinician buy-in and building trust in the software.</p> <p>SDOH data capture is mandated for increasing quality reporting programs (by both <a rel="noopener noreferrer" href=https://www.iqvia.com/blogs/2023/06/"https://www.federalregister.gov/documents/2022/08/10/2022-16472/medicare-program-hospital-inpatient-prospective-payment-systems-for-acute-care-hospitals-and-the" target="_blank">CMS </a>and the <a rel="noopener noreferrer" href=https://www.iqvia.com/blogs/2023/06/"https://www.ncqa.org/blog/hedis-my-2023-see-whats-new-whats-changed-and-whats-retired/" target="_blank">NCQA</a>), and is being incorporated in value-based care programs, such as <a rel="noopener noreferrer" href=https://www.iqvia.com/blogs/2023/06/"https://www.cms.gov/newsroom/fact-sheets/accountable-care-organization-aco-realizing-equity-access-and-community-health-reach-model" target="_blank">ACOREACH</a>. This means that understanding social determinants of health and overall population health has real significance for healthcare organizations in 2023 and beyond.</p>" /> NLP software</a> unlocks critical insights for population health including social determinants of health (SDoH) - which encompass socioeconomic, behavioral, and environmental factors that contribute significantly to most health outcomes.</p> <p>As part of the award nomination, we highlighted a use case where the AI technology is deployed to help clinicians identify and screen 56% more at-risk patients based on SDoH. This enabled targeted intervention by social workers to patients in need.</p> <p>The award highlighted the flexibility, accuracy and transparency of IQVIA NLP. The technology encompasses both rules-based and machine-learning approaches in an “open box” solution, allowing users to fully understand the results they’ve been shown. This is incredibly important in establishing clinician buy-in and building trust in the software.</p> <p>SDOH data capture is mandated for increasing quality reporting programs (by both <a rel="noopener noreferrer" href=https://www.iqvia.com/blogs/2023/06/"https://www.federalregister.gov/documents/2022/08/10/2022-16472/medicare-program-hospital-inpatient-prospective-payment-systems-for-acute-care-hospitals-and-the" target="_blank">CMS </a>and the <a rel="noopener noreferrer" href=https://www.iqvia.com/blogs/2023/06/"https://www.ncqa.org/blog/hedis-my-2023-see-whats-new-whats-changed-and-whats-retired/" target="_blank">NCQA</a>), and is being incorporated in value-based care programs, such as <a rel="noopener noreferrer" href=https://www.iqvia.com/blogs/2023/06/"https://www.cms.gov/newsroom/fact-sheets/accountable-care-organization-aco-realizing-equity-access-and-community-health-reach-model" target="_blank">ACOREACH</a>. This means that understanding social determinants of health and overall population health has real significance for healthcare organizations in 2023 and beyond.</p>" />
In the recent AI Breakthrough awards, IQVIA was recognized for the deployment of its natural language processing AI technology which analyzes complex unstructured patient record data to provide unique insights into patient care and disease states.
IQVIA’s NLP software unlocks critical insights for population health including social determinants of health (SDoH) - which encompass socioeconomic, behavioral, and environmental factors that contribute significantly to most health outcomes.
As part of the award nomination, we highlighted a use case where the AI technology is deployed to help clinicians identify and screen 56% more at-risk patients based on SDoH. This enabled targeted intervention by social workers to patients in need.
The award highlighted the flexibility, accuracy and transparency of IQVIA NLP. The technology encompasses both rules-based and machine-learning approaches in an “open box” solution, allowing users to fully understand the results they’ve been shown. This is incredibly important in establishing clinician buy-in and building trust in the software.
SDOH data capture is mandated for increasing quality reporting programs (by both CMS and the NCQA), and is being incorporated in value-based care programs, such as ACOREACH. This means that understanding social determinants of health and overall population health has real significance for healthcare organizations in 2023 and beyond.
IQVIA is using vast quantities of data in powerful new ways. See how we can help you tap into information from past trials, patient reported outcomes and other sources to accelerate your research.
Insights are trapped in mountains of text. NLP sets them free.