Applications of deep learning in disease diagnosis of chest radiographs: A survey on materials and methods

Recent advances in deep learning have given rise to high performance in image analysis operations in healthcare. Lung diseases are of particular interest, as most can be identified using non-invasive image modalities. Deep learning techniques such as convolutional neural networks, convolution autoen...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Sudipta Modak, Esam Abdel-Raheem, Luis Rueda
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Elsevier 2023-06-01
Schriftenreihe:	Biomedical Engineering Advances
Schlagworte:	Deep learning CT Scans Pneumonia detection Pulmonary nodule detection Pulmonary nodule segmentation Pulmonary nodule classification
Online-Zugang:	http://www.sciencedirect.com/science/article/pii/S2667099223000063
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