Posteroanterior Chest X-ray Image Classification with a Multilayer 1D Convolutional Neural Network-Based Classifier for Cardiomegaly Level Screening

Posteroanterior Chest X-ray Image Classification with a Multilayer 1D Convolutional Neural Network-Based Classifier for Cardiomegaly Level Screening

Palpitations, chest tightness, and shortness of breath are early indications of cardiomegaly, which is an asymptomatic disease. Their causes and treatment strategies are different due to differing indications. Hence, early screening of cardiomegaly levels can be used to make a strategy for administe...

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Bibliographic Details
Main Authors: Chia-Hung Lin, Feng-Zhou Zhang, Jian-Xing Wu, Ning-Sheng Pai, Pi-Yun Chen, Ching-Chou Pai, Chung-Dann Kan
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Electronics
Subjects:
cardiomegaly
chest X-ray
posteroanterior view
one-dimension convolutional neural network
grey relational analysis
Online Access:https://www.mdpi.com/2079-9292/11/9/1364

Internet

https://www.mdpi.com/2079-9292/11/9/1364

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