Big Data for the stratification of readmission risk after hospital discharge of older adults with complex conditions

被引:2
|
作者
He, Xue [1 ]
Gual, Neus [2 ,3 ,4 ]
Gavalda, Ricard [1 ]
Inzitari, Marco [2 ,3 ,4 ]
机构
[1] Univ Politecn Cataluna, Dept Comp Sci, Barcelona, Spain
[2] Parc Sanitari Pere Virgili, REFIT Barcelona Res Grp, Barcelona, Spain
[3] Vall dHebron Inst Res, Barcelona, Spain
[4] Univ Autonoma Barcelona, Dept Med, Barcelona, Spain
关键词
readmission; older adults; predictive models; big data; machine learning; fragility;
D O I
10.5334/ijic.s3224
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
A224
引用
收藏
页数:2
相关论文
共 50 条
  • [41] Risk Stratification for Older Adults with Myocardial Infarction
    Saraf A.A.
    Bell S.P.
    Current Cardiovascular Risk Reports, 2016, 10 (3) : 1 - 14
  • [42] Hospital readmission among older adults with congestive heart failure
    Islam, Tasneem
    O'Connell, Beverly
    Lakhan, Prabha
    AUSTRALIAN HEALTH REVIEW, 2013, 37 (03) : 362 - 368
  • [43] Factors Related to Hospital Readmission of Frail Older Adults in Korea
    Lee, Ji Yeon
    Kim, Kwang Joon
    Choi, Ji Won
    Kim, Tae Hee
    Kim, Chang Oh
    YONSEI MEDICAL JOURNAL, 2022, 63 (11) : 984 - 990
  • [44] A comparative study of social capital and hospital readmission in older adults
    Emmerling, Sheryl A.
    Astroth, Kim Schafer
    Kim, Myoung Jin
    Woith, Wendy M.
    Dyck, Mary J.
    GERIATRIC NURSING, 2019, 40 (01) : 25 - 30
  • [45] Geriatric assessment as predictors of hospital readmission in older adults with cancer
    Chiang, Leslie Y.
    Liu, Jingxia
    Flood, Kellie L.
    Carroll, Maria B.
    Piccirillo, Jay F.
    Stark, Susan
    Wang, Adam
    Wildes, Tanya M.
    JOURNAL OF GERIATRIC ONCOLOGY, 2015, 6 (04) : 254 - 261
  • [46] Challenges to Hospital Discharge Planning for Older Adults
    Popejoy, Lori L.
    Galambos, Colleen
    Moylan, Kyle
    Madsen, Richard
    CLINICAL NURSING RESEARCH, 2012, 21 (04) : 431 - 449
  • [47] Initiation of Psychotropic and Opioid Medications After Hospital Discharge in Older Adults with Dementia
    Goodhope, Nicholas R.
    Anderson, Timothy S.
    Jung, Yoojin
    McCarthy, Ellen P.
    Herzig, Shoshana J.
    JOURNAL OF GENERAL INTERNAL MEDICINE, 2023, 38 (03) : 824 - 827
  • [48] Initiation of Psychotropic and Opioid Medications After Hospital Discharge in Older Adults with Dementia
    Nicholas R. Goodhope
    Timothy S. Anderson
    Yoojin Jung
    Ellen P. McCarthy
    Shoshana J. Herzig
    Journal of General Internal Medicine, 2023, 38 : 824 - 827
  • [49] External validation of mortality prognostic indices after hospital discharge in older adults
    Socorro Garcia, Alberto
    de la Puente Martin, Maria
    Baztan, Juan J.
    EUROPEAN JOURNAL OF INTERNAL MEDICINE, 2018, 48 : E25 - E27
  • [50] Risk of readmission after heart failure hospitalization in older adults with congenital heart disease
    Wang, Fei
    Sterling, Lee H.
    Liu, Aihua
    Brophy, James M.
    Paradis, Gilles
    Marelli, Ariane
    INTERNATIONAL JOURNAL OF CARDIOLOGY, 2020, 320 : 70 - 76