USING NATURAL LANGUAGE PROCESSING TO EXTRACT SOCIAL DETERMINANTS OF HEALTH AND IMPROVE 30-DAY READMISSION MODELS

被引：0
|
作者：
Keyhani, Salomeh [1 ,2 ]
Vali, Marzieh [2 ]
South, Brett [3 ,4 ]
Christensen, Lee [3 ,4 ]
Mowery, Danielle [3 ,4 ]
Chapman, Wendy [3 ,4 ]
Walter, Louise [1 ]
机构：
[1] Univ Calif San Francisco, San Francisco, CA 94143 USA
[2] San Francisco VA Med Ctr, San Francisco, CA USA
[3] Univ Utah, Salt Lake City, UT USA
[4] Salt Lake City VA Med Ctr, Salt Lake City, UT USA
来源：
JOURNAL OF GENERAL INTERNAL MEDICINE | 2017年 / 32卷
关键词：
D O I：
暂无
中图分类号：
R19 [保健组织与事业（卫生事业管理）];
学科分类号：
摘要：
引用
收藏
页码：S370 / S370
页数：1
相关论文
共 50 条
  • [31] IMPROVING PREDICTION OF 30-DAY READMISSION AFTER STROKE USING MACHINE LEARNING
    Garg, R.
    Oh, E.
    Naidech, A.
    Holl, J.
    Prabhakaran, S.
    [J]. INTERNATIONAL JOURNAL OF STROKE, 2018, 13 : 43 - 43
  • [32] Predicting 30-Day Hospital Readmission for Diabetes Patients using Multilayer Perceptron
    Goudjerkan, Ti'jay
    Jayabalan, Manoj
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (02) : 268 - 275
  • [33] A bias evaluation checklist for predictive models and its pilot application for 30-day hospital readmission models
    Wang, H. Echo Echo
    Landers, Matthew
    Adams, Roy
    Subbaswamy, Adarsh
    Kharrazi, Hadi
    Gaskin, Darrell J.
    Saria, Suchi
    [J]. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2022, 29 (08) : 1323 - 1333
  • [34] Self-reported Health Status and 30-Day Hospital Readmission in Cardiovascular Disease
    Xu, Hanzhang
    Dupre, Matthew E.
    Granger, Bradi B.
    Churchill, Erik
    Curtis, Lesley H.
    Peterson, Eric D.
    [J]. CIRCULATION, 2017, 136
  • [35] Health System Affiliation and 30-Day Readmission After Heart Attack in Black Men
    Williams, Jessica H.
    Jarosek, Stephanie
    Carroll, Nathan
    Fan, Yunhua
    Hall, Allyson G.
    [J]. AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 2018, 55 (05) : S22 - S30
  • [36] Examining the Utility of 30-day Readmission Rates and Hospital Profiling in the Veterans Health Administration
    Wray, Charlie M.
    Vali, Marzieh
    Walter, Louise C.
    Lopez, Lenny
    Austin, Peter C.
    Byers, Amy
    Keyhani, Salomeh
    [J]. JOURNAL OF HOSPITAL MEDICINE, 2019, 14 (05) : 266 - 271
  • [37] Association of Discharge Home with Home Health Care and 30-Day Readmission after Pancreatectomy
    Sanford, Dominic E.
    Olsen, Margaret A.
    Bommarito, Kerry M.
    Shah, Manish
    Fields, Ryan C.
    Hawkins, William G.
    Jaques, David P.
    Linehan, David C.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2014, 219 (05) : 875 - U323
  • [38] ANALYSIS OF COPD COMORBIDITIES AND THEIR IMPACT ON HOSPITAL 30-DAY READMISSION RATES USING ELECTRONIC HEALTH RECORD DATA
    Zhang, X.
    Hayashida, D. K.
    Peyerl, F. W.
    [J]. VALUE IN HEALTH, 2016, 19 (03) : A110 - A110
  • [39] Predicting psychiatric readmission: sex-specific models to predict 30-day readmission following acute psychiatric hospitalization
    Barker, Lucy Church
    Gruneir, Andrea
    Fung, Kinwah
    Herrmann, Nathan
    Kurdyak, Paul
    Lin, Elizabeth
    Rochon, Paula A.
    Seitz, Dallas
    Taylor, Valerie H.
    Vigod, Simone N.
    [J]. SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY, 2018, 53 (02) : 139 - 149
  • [40] Predicting psychiatric readmission: sex-specific models to predict 30-day readmission following acute psychiatric hospitalization
    Lucy Church Barker
    Andrea Gruneir
    Kinwah Fung
    Nathan Herrmann
    Paul Kurdyak
    Elizabeth Lin
    Paula A. Rochon
    Dallas Seitz
    Valerie H. Taylor
    Simone N. Vigod
    [J]. Social Psychiatry and Psychiatric Epidemiology, 2018, 53 : 139 - 149
12345