Supporting clinicians and social staff to determine patient-specific social determinants of well being to carry focused intervention to sufferers in want.
Within the current AI Breakthrough awards, our healthcare pure language processing AI know-how was acknowledged because the winner of Greatest AI-based resolution for healthcare for its means to research complicated unstructured affected person document information to offer distinctive insights into affected person care and illness states.
With over 20 years’ expertise in NLP, our software program unlocks important insights for inhabitants well being together with social determinants of well being (SDOH) – which embody socioeconomic, behavioral, and environmental components that contribute considerably to most well being outcomes.
As a part of the award nomination, we highlighted a use case the place the AI know-how is deployed to assist clinicians determine and display screen 56% extra at-risk sufferers primarily based on SDOH. This enabled focused intervention by social staff to sufferers in want.
The award highlighted the flexibleness, accuracy and transparency of our NLP. The know-how encompasses each rules-based and machine-learning approaches in an “open field” resolution, permitting customers to totally perceive the outcomes they’ve been proven. That is extremely essential in establishing clinician buy-in and constructing belief within the software program.
SDOH information seize is remitted for growing high quality reporting applications (by each CMS and the NCQA), and is being included in value-based care applications, reminiscent of ACOREACH. Which means understanding social determinants of well being and general inhabitants well being has actual significance for healthcare organizations in 2023 and past.
Linguamatics 
23 Jun 2023