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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  
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:14/0  |  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:12/0  |  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:17/0  |  提交时间:2021/07/30
natural language processing (NLP)  wound infection  home health care  nursing notes  Outcome and Assessment Information Set (OASIS)  
Evaluating the Quality of Word Representation Models for Unstructured Clinical Text based ICU Mortality Prediction 会议论文
会议名称: 20th International Conference on Distributed Computing and Networking (ICDCN). 会议地点: Bangalore, INDIA. 会议日期: JAN 04-07, 2019
作者:  Krishnan, Gokul S.;  Kamath, Sowmya S.
收藏  |  浏览/下载:20/0  |  提交时间:2019/12/09
Word Embedding  Natural Language Processing  Machine Learning  Healthcare Informatics  Mortality Prediction  
Evaluating the Quality of Word Representation Models for Unstructured Clinical Text based ICU Mortality Prediction 会议论文
会议名称: 20th International Conference on Distributed Computing and Networking (ICDCN). 会议地点: Indian Inst Sci, Bangalore, INDIA. 会议日期: JAN 04-07, 2019
作者:  Krishnan, Gokul S.;  Kamath, Sowmya S.
收藏  |  浏览/下载:22/0  |  提交时间:2019/12/09
Word Embedding  Natural Language Processing  Machine Learning  Healthcare Informatics  Mortality Prediction  
OASIS: Prioritizing Static Analysis Warnings for Android Apps Based on App User Reviews 会议论文
会议名称: 11th Joint Meeting of European Software Engineering Conference (ESEC) / ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE). 会议地点: Paderborn, GERMANY. 会议日期: SEP 04-08, 2017
作者:  Wei, Lili;  Liu, Yepang;  Cheung, Shing-Chi
收藏  |  浏览/下载:31/0  |  提交时间:2019/12/09
Static analysis  warning prioritization  Android Lint  app user reviews  natural language processing  concept graph  
OASIS: Prioritizing Static Analysis Warnings for Android Apps Based on App User Reviews 会议论文
会议名称: 11th Joint Meeting of European Software Engineering Conference (ESEC) / ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE). 会议地点: Paderborn, GERMANY. 会议日期: SEP 04-08, 2017
作者:  Wei, Lili;  Liu, Yepang;  Cheung, Shing-Chi
收藏  |  浏览/下载:8/0  |  提交时间:2019/12/09
Static analysis  warning prioritization  Android Lint  app user reviews  natural language processing  concept graph