Fusion of Deep Convolutional Neural Network with PCA and Logistic Regression for diagnosis of pediatric pneumonia on chest X-Rays

Fusion of Deep Convolutional Neural Network with PCA and Logistic Regression for diagnosis of pediatric pneumonia on chest X-Rays

Consistent headway in machine learning technology is gradually substantiating its significance in many areas of medical research. Pneumonia is a disease caused due to acute respiratory infection affecting one or both lungs. Diagnosis and treatment of pneumonia at early stage can increase the surviva...

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Bibliographic Details
Main Authors: Nahida Habib, Mahmodul Hasan, Mohammad Motiur Rahman
Format: Article
Language:English
Published: International Academy of Ecology and Environmental Sciences 2020-09-01
Series:Network Biology
Subjects:
auc
chexnet
computer aided diagnosis
convolutional neural network
logistic regression
pca
pneumonia
roc
Online Access:http://www.iaees.org/publications/journals/nb/articles/2020-10(3)/1-Habib-Abstract.asp

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