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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  
Characterizing changes to older adults' care transition patterns from hospital to home care in the initial year of COVID-19 期刊论文
发表期刊: JOURNAL OF THE AMERICAN GERIATRICS SOCIETY. 出版年: 2024, 卷号: 72, 期号: 4, 页码: 1079-1087
作者:  Arbaje, Alicia I.;  Hsu, Yea-Jen;  Zhou, Zehui;  Greyson, Sylvan;  Gurses, Ayse P.;  Keller, Sara;  Marsteller, Jill;  Bowles, Kathryn H.;  Mcdonald, Margaret V.;  Vergez, Sasha;  Harbison, Katie;  Hohl, Dawn;  Carl, Kimberly;  Leff, Bruce
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
COVID-19  home healthcare and home health agencies  older adults  patient discharge  transitional care  
Hospital-to-Home-Health Transition Quality (H3TQ) Index: Further Evidence on its Validity and Recommendations for Implementation 期刊论文
发表期刊: MEDICAL CARE. 出版年: 2024, 卷号: 62, 期号: 8, 页码: 503-510
作者:  Arbaje, Alicia I.;  Hsu, Yea-Jen;  Greyson, Sylvan;  Gurses, Ayse P.;  Marsteller, Jill;  Bowles, Kathryn H.;  Mcdonald, Margaret V.;  Vergez, Sasha;  Harbison, Katie;  Hohl, Dawn;  Carl, Kimberly;  Leff, Bruce
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
Transitional care  frail elderly  home health care and home health agencies  patient safety  outcome and process assessment  health care  validation study  
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  
Surviving COVID-19 After Hospital Discharge: Symptom, Functional, and Adverse Outcomes of Home Health Recipients 期刊论文
发表期刊: ANNALS OF INTERNAL MEDICINE. 出版年: 2021, 卷号: 174, 期号: 3, 页码: 316-+
作者:  Bowles, Kathryn H.;  McDonald, Margaret;  Barron, Yolanda;  Kennedy, Erin;  O'Connor, Melissa;  Mikkelsen, Mark
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
Detecting Disparities in Medication Management Among Limited English Proficient and English Proficient Home Health Patients 期刊论文
发表期刊: HOME HEALTH CARE MANAGEMENT AND PRACTICE. 出版年: 2020, 卷号: 32, 期号: 1, 页码: 28-33
作者:  Miner, Sarah M.;  Squires, Allison P.;  Ma, Chenjuan;  McDonald, Margaret, V;  Jones, Simon A.
收藏  |  浏览/下载：17/0  |  提交时间：2021/01/08
home care  medications  health disparities  limited English proficiency  health literacy  
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：19/0  |  提交时间：2020/07/01
infection  risk modeling  home healthcare  OASIS  
Using Machine Learning on Home Health Care Assessments to Predict Fall Risk 会议论文
会议名称: 17th World Congress of Medical and Health Informatics (MEDINFO). 会议地点: Int Med Informat Assoc, Lyon, FRANCE. 会议日期: AUG 25-30, 2019
作者:  Lo, Yancy;  Lynch, Selah F.;  Urbanowicz, Ryan J.;  Olson, Randal S.;  Ritter, Ashley Z.;  Whitehouse, Christina R.;  O'Connor, Melissa;  Keim, Susan K.;  McDonald, Margaret;  Moore, Jason H.;  Bowles, Kathryn H.
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/30
Falls  Health Risk Assessment  Machine Learning