Differential diagnosis of common etiologies of left ventricular hypertrophy using a hybrid CNN-LSTM model

Differential diagnosis of common etiologies of left ventricular hypertrophy using a hybrid CNN-LSTM model

Abstract Differential diagnosis of left ventricular hypertrophy (LVH) is often obscure on echocardiography and requires numerous additional tests. We aimed to develop a deep learning algorithm to aid in the differentiation of common etiologies of LVH (i.e. hypertensive heart disease [HHD], hypertrop...

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Bibliographic Details
Main Authors: In-Chang Hwang, Dongjun Choi, You-Jung Choi, Lia Ju, Myeongju Kim, Ji-Eun Hong, Hyun-Jung Lee, Yeonyee E. Yoon, Jun-Bean Park, Seung-Pyo Lee, Hyung-Kwan Kim, Yong-Jin Kim, Goo-Yeong Cho
Format: Article
Language:English
Published: Nature Portfolio 2022-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-25467-w

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https://doi.org/10.1038/s41598-022-25467-w

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