Sergio Sanchez‐Martinez

Machine Learning-Based Phenogrouping in Heart Failure to Identify Responders to Cardiac Resynchronization Therapy

Maja Čikeš, Sergio Sanchez‐Martinez, Brian Claggett et al. · European Journal of Heart Failure · 2018 · 270 citations · Full text

Machine Learning Analysis of Left Ventricular Function to Characterize Heart Failure With Preserved Ejection Fraction

Sergio Sanchez‐Martinez, Nicolás Duchateau, Tamás Erdei et al. · Circulation Cardiovascular Imaging · 2018 · 153 citations · Full text

Diagnosis of Heart Failure With Preserved Ejection Fraction: Machine Learning of Spatiotemporal Variations in Left Ventricular Deformation

Mahdi Tabassian, Imran Sunderji, Tamás Erdei et al. · Journal of the American Society of Echocardiography · 2018 · 126 citations · Full text

Heart Failure, Machine Learning, Cardiovascular Disease +12

Characterization of myocardial motion patterns by unsupervised multiple kernel learning

Sergio Sanchez‐Martinez, Nicolás Duchateau, Tamás Erdei et al. · Medical Image Analysis · 2016 · 59 citations · Full text

Unsupervised Multiple Kernel, Image Analysis, Machine Learning +10

Labile assembly of a tardigrade protein induces biostasis

Sergio Sanchez‐Martinez, Ky‐Anh Nguyen, Saikat Biswas et al. · Protein Science · 2024 · 24 citations · Full text

Protein Assembly, Intermediate Filament, Labile Cahs Gels +19