Machine Learning Prediction of Severe Asthma and COPD Hospital Readmission

被引:0
|
作者
Li, H. [1 ]
Lopez, K. [1 ]
Lipkin-Moore, Z. [2 ]
Kay, S. [3 ]
Rajeevan, H. [4 ]
Davis, J. [1 ]
Wilson, F. [1 ]
Rochester, C. L. [5 ]
Gomez, J. L. [1 ]
机构
[1] Yale Univ, New Haven, CT USA
[2] Cooley Dickinson Hosp, Pulm Allergy & Crit Care Med, Florence, MA USA
[3] Yale Univ, Sect Pulm Crit Care & Sleep Med, Internal Med, New Haven, CT USA
[4] Yale Univ, Yale Ctr Med Informat, New Haven, CT USA
[5] Yale Univ, Sect Pulm Crit Care & Sleep Med, Sch Med, New Haven, CT USA
关键词
D O I
暂无
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
A4831
引用
收藏
页数:1
相关论文
共 50 条
  • [21] Predicting readmission to hospital with asthma
    Raymond, D
    Henry, RL
    Higginbotham, N
    Coory, M
    JOURNAL OF PAEDIATRICS AND CHILD HEALTH, 1998, 34 (06) : 534 - 538
  • [22] Prediction of Hospital Readmission Using the CORE and CORE plus Scores in Persons With COPD
    Elshafei, Ahmad A.
    Nehrenz, Guy
    Hardigan, Patrick C.
    Becker, Ellen A.
    RESPIRATORY CARE, 2025, 70 (03) : 258 - 267
  • [23] Assessing Advanced Machine Learning Techniques for Predicting Hospital Readmission
    Alajmani, Samah
    Jambi, Kamal
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (02) : 377 - 384
  • [24] Predictive Modeling of the Hospital Readmission Risk from Patients’ Claims Data Using Machine Learning: A Case Study on COPD
    Xu Min
    Bin Yu
    Fei Wang
    Scientific Reports, 9
  • [25] Predictive Modeling of the Hospital Readmission Risk from Patients' Claims Data Using Machine Learning: A Case Study on COPD
    Min, Xu
    Yu, Bin
    Wang, Fei
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [26] A Machine Learning Readmission Risk Prediction Model for Cardiac Disease
    Bailey, Angela
    Wang, Wei
    Shannon, Clarence
    Huling, Jared
    Tignanelli, Christopher
    CIRCULATION, 2024, 150
  • [27] Asthma/COPD Differentiation Classification (AC/DC): Machine Learning to Aid Physicians in Diagnosing Asthma, COPD and Asthma-COPD Overlap (ACO)
    Kaplan, A.
    Cao, H.
    Fitzgerald, J.
    Yang, E.
    Lannotti, N.
    Kocks, J. W. H.
    Kostikas, K.
    Mastoridis, P.
    Price, D.
    Reddel, H. K.
    Tsiligianni, I.
    Vogelmeier, C. F.
    Pfister, P.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2020, 201
  • [28] Machine learning did not beat logistic regression in time series prediction for severe asthma exacerbations
    de Hond, Anne A. H.
    Kant, Ilse M. J.
    Honkoop, Persijn J.
    Smith, Andrew D.
    Steyerberg, Ewout W.
    Sont, Jacob K.
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [29] Machine learning did not beat logistic regression in time series prediction for severe asthma exacerbations
    Anne A. H. de Hond
    Ilse M. J. Kant
    Persijn J. Honkoop
    Andrew D. Smith
    Ewout W. Steyerberg
    Jacob K. Sont
    Scientific Reports, 12
  • [30] Interpretable machine learning models for hospital readmission prediction: a two-step extracted regression tree approach
    Gao, Xiaoquan
    Alam, Sabriya
    Shi, Pengyi
    Dexter, Franklin
    Kong, Nan
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 23 (01)