Song Li, MDCertificationsDirector of Cardiogenic Shock University / Hospital AffiliationMedical City Healthcare
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Manuscripts & Publications
Phenotyping Cardiogenic ShockUsing machine learning, we identified and validated 3 distinct CS phenotypes, with specific and reproducible associations with mortality. These phenotypes may allow for targeted patient enrollment in clinical trials and foster development of tailored treatment strategies in subsets of patients with CS.
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Criteria for Defining Stages of Cardiogenic Shock SeverityWe report a novel approach to define SCAI stages and identify a significant association between baseline and maximum stage and mortality. This approach may improve clinical application of the staging system and provides new insight into the trajectory of hospitalized CS patients.
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Clinical Presentation and In-Hospital Trajectory of Heart Failure and Cardiogenic ShockIn a large contemporary HF-CS cohort, we identified a greater incidence of in-hospital death and cardiac arrest as well as a more rapid escalation to maximum SCAI stage severity among DNHF-CS. AMCS use in HF-CS was common, with significant heterogeneity among device types.
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