Improving Mortality Predictions for Patients With Mechanical Circulatory Support Using Follow-Up Data and Machine Learning

被引:4
|
作者
Jaeger, Byron C. [1 ]
Cantor, Ryan S. [1 ]
Sthanam, Venkata [1 ]
Rudraraju, Ramaraju [1 ]
机构
[1] Univ Alabama Birmingham, Kirklin Inst Res Surg Outcomes, 703 19th St S, Birmingham, AL 35233 USA
来源
CIRCULATION-GENOMIC AND PRECISION MEDICINE | 2020年 / 13卷 / 02期
关键词
health care; heart-assist devices; humans; machine learning; outcome assessment;
D O I
10.1161/CIRCGEN.119.002877
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
[No abstract available]
引用
收藏
页数:2
相关论文
共 50 条
  • [31] METHOD FOR ANALYZING MORTALITY DATA COLLECTED IN FOLLOW-UP STUDIES
    WOOLSON, RF
    TSUANG, MT
    FLEMING, JA
    METHODS OF INFORMATION IN MEDICINE, 1978, 17 (02) : 116 - 120
  • [32] Long-Term Follow-Up of Mechanical Circulatory Support in Peripartum Cardiomyopathy (PPCM) Refractory to Medical Management: A Multicenter Study
    Jawad, Khalil
    Koziarz, Alex
    Dieterlen, Maja-Theresa
    Garbade, Jens
    Etz, Christian D.
    Saeed, Diyar
    Langer, Elena
    Stepan, Holger
    Scholz, Ute
    Krause, Michael
    Brenner, Paolo
    Schulz, Uwe
    Borger, Michael A.
    Eifert, Sandra
    LIFE-BASEL, 2022, 12 (01):
  • [33] Long-term follow-up of mechanical circulatory support patients justifies the use of this technology as destination therapy in the management of end-stage heart failure patients
    El-Banayosy, A
    Arusoglu, L
    Kizner, L
    Morshuis, M
    Sarnowski, P
    Cobaugh, D
    Koerfer, R
    EUROPEAN HEART JOURNAL, 2004, 25 : 580 - 580
  • [34] IMPROVING FOLLOW-UP AMONG HYPERTENSIVE PATIENTS USING A HEALTH BELIEF MODEL INTERVENTION
    JONES, PK
    JONES, SL
    KATZ, J
    ARCHIVES OF INTERNAL MEDICINE, 1987, 147 (09) : 1557 - 1560
  • [35] Improving Follow-up Visits for Patients from the Stroke Service
    Gannon, Kimberly P.
    Kasner, Scott
    STROKE, 2016, 47
  • [36] Improving Crop Yield Predictions in Morocco Using Machine Learning Algorithms
    Ed-Daoudi, Rachid
    Alaoui, Altaf
    Ettaki, Badia
    Zerouaoui, Jamal
    JOURNAL OF ECOLOGICAL ENGINEERING, 2023, 24 (06): : 392 - 400
  • [37] Improving Follow-Up For Pediatric High Risk Asthma Patients
    Johnston, K. R.
    Arter, M. M.
    Troglia, J.
    Raleigh, B. M.
    Deakyne, S.
    Federico, M. J.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2015, 191
  • [38] Improving the follow-up of patients with abnormal Papanicolaou smear results
    McKee, D
    ARCHIVES OF FAMILY MEDICINE, 1997, 6 (06) : 574 - 577
  • [39] SURVIVAL OF ELDERLY PATIENTS USING TEMPORARY MECHANICAL CIRCULATORY SUPPORT
    Martillo, Miguel
    Olarte, Neal
    Ebner, Bertrand F.
    Vincent, Louis
    Colombo, Rosario
    Grazette, Luanda P.
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2023, 81 (08) : 675 - 675