Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Data Sources

被引:0
|
作者
Ross D. Williams
Jenna M. Reps
Jan A. Kors
Patrick B. Ryan
Ewout Steyerberg
Katia M. Verhamme
Peter R. Rijnbeek
机构
[1] Erasmus MC,Department of Medical Informatics
[2] University Medical Center Rotterdam,Department of Public Health
[3] Janssen Research and Development,undefined
[4] Erasmus MC,undefined
[5] University Medical Center Rotterdam,undefined
来源
Drug Safety | 2022年 / 45卷
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:563 / 570
页数:7
相关论文
共 7 条
  • [1] Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Data Sources
    Williams, Ross D.
    Reps, Jenna M.
    Kors, Jan A.
    Ryan, Patrick B.
    Steyerberg, Ewout
    Verhamme, Katia M.
    Rijnbeek, Peter R.
    DRUG SAFETY, 2022, 45 (05) : 563 - 570
  • [2] Development and Validation of a Nomogram Model for Predicting the Risk of Readmission in Patients with Heart Failure with Reduced Ejection Fraction within 1 Year
    Hu, Yue
    Wang, Xiaotong
    Xiao, Shengjue
    Huan, Chunyan
    Wu, Huimin
    Xu, Tao
    Guo, Minjia
    Zhu, Hong
    Pan, Defeng
    CARDIOVASCULAR THERAPEUTICS, 2022, 2022
  • [3] A simple discharge risk model for predicting 1-year mortality in hospitalised acute decompansated heart failure patients with reduced ejection fraction
    Karauzum, Kurtulus
    Karauzum, Irem
    Ural, Dilek
    Baydemir, Canan
    Aktas, Mujdat
    Celikyurt, Umut
    Kozdag, Guliz
    Argan, Onur
    Bozyel, Serdar
    Agir, Aysen
    ACTA CARDIOLOGICA, 2018, 73 (02) : 164 - 170
  • [4] Predicting the Risk of 1-Year Mortality in Incident Dialysis Patients Accounting for Case-Mix Severity in Studies Using Administrative Data
    Quinn, Robert R.
    Laupacis, Andreas
    Hux, Janet E.
    Oliver, Matthew J.
    Austin, Peter C.
    MEDICAL CARE, 2011, 49 (03) : 257 - 266
  • [5] A heart failure phenotype stratified model for predicting 1-year mortality in patients admitted with acute heart failure: results from an individual participant data meta-analysis of four prospective European cohorts
    Chen, Yuntao
    Voors, Adriaan A.
    Jaarsma, Tiny
    Lang, Chim C.
    Sama, Iziah E.
    Akkerhuis, K. Martijn
    Boersma, Eric
    Hillege, Hans L.
    Postmus, Douwe
    BMC MEDICINE, 2021, 19 (01)
  • [6] A heart failure phenotype stratified model for predicting 1-year mortality in patients admitted with acute heart failure: results from an individual participant data meta-analysis of four prospective European cohorts
    Yuntao Chen
    Adriaan A. Voors
    Tiny Jaarsma
    Chim C. Lang
    Iziah E. Sama
    K. Martijn Akkerhuis
    Eric Boersma
    Hans L. Hillege
    Douwe Postmus
    BMC Medicine, 19
  • [7] Impact of Residential Social Deprivation on Prediction of Heart Failure in Patients With Type 2 Diabetes: External Validation and Recalibration of the WATCH-DM Score Using Real World Data
    Deo, Salil V.
    Al-Kindi, Sadeer
    Motairek, Issam
    McAllister, David
    Shah, Anoop S. V.
    Elgudin, Yakov E.
    Gorodeski, Eiran Z.
    Virani, Salim
    Petrie, Mark C.
    Rajagopalan, Sanjay
    Sattar, Naveed
    CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES, 2024, 17 (03): : E010166