Mortality impact of low CAC density predominantly occurs in early atherosclerosis: explainable ML in the CAC consortium

Lin, FY; Goebel, BP; Lee, BC; Lu, Y; Baskaran, L; Yoon, YE; Maliakal, GT; Gianni, U; Bax, AM; Sengupta, PP; Slomka, PJ; Dey, DS; Rozanski, A; Han, DH; Berman, DS; Budoff, MJ; Miedema, MD; Nasir, K; Rumberger, J; Whelton, SP; Blaha, MJ; Shaw, LJ

Lin, FY (通讯作者),Icahn Sch Med Mt Sinai, Dept Populat Hlth Sci & Policy, One Gustave L Levy Pl, Box 1077, New York, NY 10029 USA.

JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY, 2023; 17 (1): 28

Abstract

Background: Machine learning (ML) models of risk prediction with coronary artery calcium (CAC) and CAC characteristics exhibit high performance, but a......

Full Text Link