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HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. 出版年: 2023, 卷号: 177
作者:  Zolnoori, Maryam;  Barron, Yolanda;  Song, Jiyoun;  Noble, James;  Burgdorf, Julia;  Ryvicker, Miriam;  Topaz, Maxim
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Alzheimer's disease and related dementia  (ADRD)  Home healthcare (HHC)  Clinical notes  Machine learning  Natural language processing  
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：14/0  |  提交时间：2024/09/20
Home health care  Predictive modeling  Natural language processing  Risk assessment  Clinical deterioration  Nursing informatics  
Exploring prevalence of wound infections and related patient characteristics in homecare using natural language processing 期刊论文
发表期刊: INTERNATIONAL WOUND JOURNAL. 出版年: 2021
作者:  Woo, Kyungmi;  Song, Jiyoun;  Adams, Victoria;  Block, Lorraine J.;  Currie, Leanne M.;  Shang, Jingjing;  Topaz, Maxim
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
natural language processing (NLP)  wound infection  home health care  nursing notes  Outcome and Assessment Information Set (OASIS)