Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare.
In the United States, over 12 000 home healthcare agencies annually serve 6+ million patients, mostly aged 65+ years with chronic conditions. One in three of these patients end up visiting emergency department (ED) or being hospitalized. Existing risk identification models based on electronic health record (EHR) data have suboptimal performance in detecting these high-risk patients.
Author(s): Zolnoori, Maryam, Sridharan, Sridevi, Zolnour, Ali, Vergez, Sasha, McDonald, Margaret V, Kostic, Zoran, Bowles, Kathryn H, Topaz, Maxim
DOI: 10.1093/jamia/ocad195