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  5. Effect of Preprocessing in Deep Learning Systems to Aid the Diagnosis Using X-Ray Pulmonary Images

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Chapter in a book
English
2023

Effect of Preprocessing in Deep Learning Systems to Aid the Diagnosis Using X-Ray Pulmonary Images

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English
2023
Communications in computer and information science
DOI: 10.1007/978-3-031-46739-4_17

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Alberto Patino Vanegas
Alberto Patino Vanegas

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Luis-Ramón Barrios-Roqueme
Hernando Altamar-Mercado
Alberto Patino Vanegas

Abstract

The main objective of this research is to analyze the effect of applying some image preprocessing techniques on the performance of convolutional neural networks for the classification of COVID19, Pneumonia, and Normal patients from chest X-ray images. The normal...

How to cite this publication

Luis-Ramón Barrios-Roqueme, Hernando Altamar-Mercado, Alberto Patino Vanegas (2023). Effect of Preprocessing in Deep Learning Systems to Aid the Diagnosis Using X-Ray Pulmonary ImagesEffect of Preprocessing in Deep Learning Systems to Aid the Diagnosis Using X-Ray Pulmonary Images. Communications in computer and information science, pp. 185-194, DOI: 10.1007/978-3-031-46739-4_17,

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Publication Details

Type

Chapter in a book

Year

2023

Authors

3

Datasets

0

Total Files

0

Language

English

DOI

10.1007/978-3-031-46739-4_17

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