Identifying Biomarker-Driven Subphenotypes of Cardiogenic Shock: Analysis of Prospective Cohorts and Randomized Controlled Trials
Sabri Soussi,Tuukka Tarvasmaki,Antoine Kimmoun,Mojtaba Ahmadiankalati,Feriel Azibani,Claudia C. dos Santos, Kevin Duarte,Etienne Gayat,Jacob C. Jentzer,Veli-Pekka Harjola,Benjamin Hibbert,Christian Jung,Lassus Johan,Bruno Levy,Zihang Lu,Patrick R. Lawler,John C. Marshall,Janine Poess,Malha Sadoune, Alexis Nguyen,Alexandre Raynor, Katell Peoc'h, Holger Thiele, Rebecca Mathew, Alexandre Mebazaa ECLINICALMEDICINE（2025）
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Cardiogenic shock,Unsupervised learning,Critical care,Heterogeneity of treatment effect,Precision medicine
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