Use of machine learning directed interventions to reduce fluid related hospital admissions in hemodialysis patients

被引:0
|
作者
Willetts, Joanna [1 ]
Chaudhuri, Sheetal [1 ]
Adams, Angela [2 ]
Carver, Michelle [2 ]
Marsh, Susan [3 ]
Garza, Greg [3 ]
Usvyat, Len [1 ]
Maddux, Franklin [4 ]
机构
[1] Fresenius Med Care, Global Med Off, Waltham, MA 02451 USA
[2] Fresenius Med Care, Fresenius Kidney Care, Waltham, MA USA
[3] Interwell Hlth, Waltham, MA USA
[4] Fresenius Med Care, Global Med Off, Bad Homburg, Germany
关键词
D O I
10.1093/ndt/gfae069.824
中图分类号
R3 [基础医学]; R4 [临床医学];
学科分类号
1001 ; 1002 ; 100602 ;
摘要
1595
引用
收藏
页数:1
相关论文
共 50 条
  • [21] Classification of hospital admissions into emergency and elective care: a machine learning approach
    Kraemer, Jonas
    Schreyoegg, Jonas
    Busse, Reinhard
    HEALTH CARE MANAGEMENT SCIENCE, 2019, 22 (01) : 85 - 105
  • [22] Risk modeling of hospital re-admissions using machine learning
    Lauren, Evelyn
    Li, Wei
    Ruiz-Negron, Bianca
    Xu, Julie
    Hon, Shirley
    Licari, Frank
    Hung, Man
    QUALITY OF LIFE RESEARCH, 2019, 28 : S169 - S170
  • [23] Evaluation of quality improvement interventions to reduce inappropriate hospital use
    Kossovsky, MP
    Chopard, P
    Bolla, F
    Sarasin, FP
    Louis-Simonet, M
    Allaz, AF
    Perneger, TV
    Gaspoz, JM
    INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE, 2002, 14 (03) : 227 - 232
  • [24] State of Asthma-Related Hospital Admissions in New Zealand and Predicting Length of Stay Using Machine Learning
    Jayamini, Widana Kankanamge Darsha
    Mirza, Farhaan
    Naeem, M. Asif
    Chan, Amy Hai Yan
    APPLIED SCIENCES-BASEL, 2022, 12 (19):
  • [25] Can non-pharmacological interventions reduce hospital admissions in people with dementia? A systematic review
    Packer, Richard
    Ben Shlomo, Yoav
    Whiting, Penny
    PLOS ONE, 2019, 14 (10):
  • [26] Is it feasible to reduce hospital admissions of patients in home health care programs?
    Zunzunegui, Maria Victoria
    MEDICINA CLINICA, 2012, 139 (11): : 487 - 488
  • [27] Shining a light on the icteric neonate; the use of transcutaneous bilirubinometers to reduce hospital admissions
    Premadeva, Irnthu
    Sheth, Shailee
    Chawla, Kavita
    EUROPEAN JOURNAL OF PEDIATRICS, 2017, 176 (11) : 1524 - 1524
  • [28] QUALITY IMPROVEMENT INITIATIVE TO REDUCE TUNNELED CATHETER-RELATED INFECTIONS IN HEMODIALYSIS PATIENTS IN A TERTIARY HOSPITAL
    Lee, K.
    Ng, L.
    Yeon, W.
    Lim, L.
    Thore, Silva S.
    Rahman, Abdul M.
    Rofi, Mohamed S.
    Jantan, J.
    Songco, M.
    Yao, M.
    Alog, Ebite K.
    Ling, M.
    Choong, H.
    NEPHROLOGY, 2016, 21 : 182 - 183
  • [30] Etiology and Frequency of Hospital Admissions in Maintenance Hemodialysis Patients in Chronic Kidney Disease
    Nath, Jishu Deb
    Kashem, Abul
    SAUDI JOURNAL OF KIDNEY DISEASES AND TRANSPLANTATION, 2019, 30 (02) : 508 - 512