Open Access

Hybrid machine learning pipeline for multi-timeframe mortality prediction in cardiogenic shock: integrating clustering techniques and comprehensive external validation

Congress Presentation

About the speaker

Mr Mohamed Medhat Mohamed Ali

Munich (Germany)
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3 more presentations in this session

Clinical characteristics and predictors of successful decongestion in patients with acute decompensated heart failure

Speaker: Doctor C. Basile (Stockholm, SE)

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Predictors and prognostic implication of early lactate clearance among patients with cardiogenic shock

Speaker: Doctor C. Caraballo Cordovez (New Haven, US)

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ECMO-related complications and mortality in patients with infarct-related cardiogenic shock

Speaker: Doctor T. Thevathasan (Berlin, DE)

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Young Investigators Award

Speakers: Mr M. Ali, Doctor C. Basile, Doctor C. Caraballo Cordovez, Doctor T. Thevathasan
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ESC Acute CardioVascular Care 2025

14 March - 15 March 2025

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