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Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare 期刊论文
发表期刊: JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION. 出版年: 2024, 卷号: 31, 期号: 2, 页码: 435-444
作者:  Zolnoori, Maryam;  Sridharan, Sridevi;  Zolnour, Ali;  Vergez, Sasha;  McDonald, Margaret, V;  Kostic, Zoran;  Bowles, Kathryn H.;  Topaz, Maxim
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
home healthcare  emergency department visit and hospitalization  audio-recorded patient-nurse verbal communication  natural language processing  machine learning  
Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care 期刊论文
发表期刊: JOURNAL OF BIOMEDICAL INFORMATICS. 出版年: 2022, 卷号: 128
作者:  Song, Jiyoun;  Hobensack, Mollie;  Bowles, Kathryn H.;  V. McDonald, Margaret;  Cato, Kenrick;  Rossetti, Sarah Collins;  Chae, Sena;  Kennedy, Erin;  Barron, Yolanda;  Sridharan, Sridevi;  Topax, Maxim
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Home health care  Predictive modeling  Natural language processing  Risk assessment  Clinical deterioration  Nursing informatics  
A Predictive Risk Model for Infection-Related Hospitalization Among Home Healthcare Patients 期刊论文
发表期刊: JOURNAL FOR HEALTHCARE QUALITY. 出版年: 2020, 卷号: 42, 期号: 3, 页码: 136-147
作者:  Shang, Jingjing;  Russell, David;  Dowding, Dawn;  McDonald, Margaret V.;  Murtaugh, Christopher;  Liu, Jianfang;  Larson, Elaine L.;  Sridharan, Sridevi;  Brickner, Carlin
收藏  |  浏览/下载：18/0  |  提交时间：2020/07/01
infection  risk modeling  home healthcare  OASIS