Testing an Inverse Modeling Approach with Gradient Boosting Regression for Stroke Volume Estimation Using Patient Thermodilution Data

Vasiliki Vicky Bikia, Dionysios Adamopoulos,Marco Roffi, Georgios Rovas,Stéphane Noble,François Mach,Nikolaos Stergiopulos

Frontiers in artificial intelligence（2025）

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cardiac output,non-invasive monitoring,hemodynamics,blood pressure,supervised learning,gradient boosting

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