CSWG-SCAI Stages Combined With Machine Learning–Based Phenotypes for Serial Risk Stratification in Cardiogenic Shock

作者：Elric Zweck, Van‐Khue Ton, Manreet Kanwar, Song Li, Borui Li, Shashank S. Sinha, Jaime Hernández-Montfort, A.R. Garan, Jacob A. Abraham, Vanessa Blumer, Rachna Kataria, Amin Polzin, Daniel Burkhoff, Navin K. Kapur, Gavin Hickey, Mohit Pahuja, Scott Lundgren, Sandeep Nathan, Esther Vorovich, Shelley Hall, Wissam Khalife, Andrew Schwartzman, Ju H. Kim, Oleg Alec Vishnevsky, J. Fried, Mary Jane Farr, Joseph D. Mishkin, I. Chang, Onyedika J. Ilonze, Alexandra Arias, Jun Nakata, Jeffery Marbach, Hiram G. Bezerra, Ann Gage, Joyce Wald, Sunu S. Thomas, Ajar Kochar, Saraschandra Vallabhajosyula, Claudius Mahr, Faisal Rahman, Amirali Masoumi, Salman Gohar, Kevin John, Qiuyue Kong, Paavni Sangal, Karol Walec, Peter Zazzali, Neil Harwani · 发表于：JACC Heart Failure · 年份：2025 · DOI：10.1016/j.jchf.2025.102611 · 被引用次数：13 · 研究领域：Mechanical Circulatory Support Devices、Sepsis Diagnosis and Treatment、Acute Myocardial Infarction Research