Translational research : the journal of laboratory and clinical medicine
Predicting exercise pulmonary hypertension: the right-net machine learning model a pilot study.
Francesco Ferrara, Rossana Castaldo, Luna Gargani, Nicola Benjamin, Andreina Carbone, Erberto Carluccio, Antonio Cittadini, Veronica Codullo, Anna D'Agostino, Michele D'Alto, Ekkehard Grünig, Alessandra Maria Esposito, Giovanni Esposito, Stefano Ghio, Jaroslaw D Kasprzak
Published: 202510.1016/j.trsl.2025.12.007
Abstract
BACKGROUND: Exercise-transthoracic Doppler echocardiography (Ex-TTE) determination of mean pulmonary arterial pressure (mPAP)/cardiac output (CO) slope may offer key diagnostic and prognostic information in cardiorespiratory diseases. However, its ap…
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