Mayo Clinic proceedings
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Mayo Clinic proceedings · Feb 2024
Machine Learning for Diagnosis of Pulmonary Hypertension by Echocardiography.
To evaluate a machine learning (ML)-based model for pulmonary hypertension (PH) prediction using measurements and impressions made during echocardiography. ⋯ By use of ML, PH could be predicted on the basis of clinical and echocardiographic variables, without tricuspid regurgitation velocity. Machine learning methods appear promising for identifying patients with low likelihood of PH.