Risk factors based vessel-specific prediction for stages of coronary artery disease using Bayesian quantile regression machine learning method: Results from the PARADIGM registry.
Hyung-Bok ParkJina LeeYongtaek HongSo ByungchangWonse KimByoung K LeeFay Y LinMartin HadamitzkyYong-Jin KimEdoardo ConteDaniele AndreiniGianluca PontoneMatthew J BudoffIlan GottliebEun Ju ChunFilippo CademartiriErica MaffeiHugo MarquesPedro de Araújo GonçalvesJonathon A LeipsicSanghoon ShinJung H ChoiRenu VirmaniHabib SamadyKavitha ChinnaiyanPeter H StoneDaniel S BermanJagat NarulaLeslee J ShawJeroen J BaxJames K MinWoong KookSeo Young SongPublished in: Clinical cardiology (2023)
This study demonstrates the clinical utility of the BQR model for evaluating the comprehensive relationship between risk factors and baseline-grade CAD and its progression.