Mr. Juan Maria M. Farina Profile

Juan Maria M. Farina

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SPIE Journal Paper | 12 October 2023

Challenges and solutions of echocardiography generalization for deep learning: a study in patients with constrictive pericarditis

Jiwoong Jeong, Chieh-Ju Chao, Reza Arsanjani, Kihong Kim, Melissa Pelkey, Yi-Chieh Chen, Raheel Ramzan, Mohammad Elbahnasawy, Mohamed Sleem, Chadi Ayoub, Juan Maria Farina, Martha Grogan, Garvan Kane, Bhavik Patel, Jae Oh, Imon Banerjee

JMI, Vol. 10, Issue 05, 054502, (October 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.5.054502

KEYWORDS: Data modeling, Education and training, RGB color model, Echocardiography, Performance modeling, Deep learning, Motion models, Ablation, 3D modeling, Image classification

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