Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians' encounter notes.
Jacob A MartinAndrew Crane-DroeschFolasade C LapiteJoseph C PuhlTyler E KmiecJasmine A SilvestriLyle H UngarKinosian BruceBlanca E HimesRebecca A HubbardJoshua M DiamondVivek AhyaMichael W SimsScott D HalpernGary E WeissmanPublished in: Journal of the American Medical Informatics Association : JAMIA (2021)
NLP-based models offer promising support to population health management programs that seek to identify and refer community-dwelling patients with frailty for evidence-based interventions.