LDDNet: A Deep Learning Framework for the Diagnosis of Infectious Lung Diseases

LDDNet: A Deep Learning Framework for the Diagnosis of Infectious Lung Diseases

This paper proposes a new deep learning (DL) framework for the analysis of lung diseases, including COVID-19 and pneumonia, from chest CT scans and X-ray (CXR) images. This framework is termed optimized DenseNet201 for lung diseases (LDDNet). The proposed LDDNet was developed using additional layers...

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Bibliographic Details
Main Authors:	Prajoy Podder, Sanchita Rani Das, M. Rubaiyat Hossain Mondal, Subrato Bharati, Azra Maliha, Md Junayed Hasan, Farzin Piltan
Format:	Article
Language:	English
Published:	MDPI AG 2023-01-01
Series:	Sensors
Subjects:	infectious disease COVID-19 CT scan X-ray ResNet152V2 DenseNet201
Online Access:	https://www.mdpi.com/1424-8220/23/1/480

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