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干旱区生态环境知识资源中心
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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