Machine Learning Reconstruction of Left Ventricular Pressure From Peripheral Waveforms

Background: Left ventricular (LV) pressure measurement is the clinical gold standard for assessing cardiac function; however, its reliance on invasive catheterization limits accessibility and widespread use. Objectives: This study aimed to develop a cuff-based machine learning (cuff-ML) approach for...

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Bibliographic Details
Main Authors: Alessio Tamborini, PhD, Arian Aghilinejad, PhD, Ray V. Matthews, MD, Morteza Gharib, PhD
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:JACC: Advances
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Online Access:http://www.sciencedirect.com/science/article/pii/S2772963X25005290
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