Automated pneumonia detection on chest X-ray images: A deep learning approach with different optimizers and transfer learning architectures

Author:

Manickam Adhiyaman,Jiang Jianmin,Zhou Yu,Sagar Abhinav,Soundrapandiyan Rajkumar,Dinesh Jackson Samuel R.

Publisher

Elsevier BV

Subject

Applied Mathematics,Electrical and Electronic Engineering,Condensed Matter Physics,Instrumentation

Reference44 articles.

1. Pneumonia detection using CNN based feature extraction;Varshni,2019

2. Accuracy of deep learning for automated detection of pneumonia using chest X-ray images: a systematic review and meta-analysis;Li;Comput. Biol. Med.,2020

3. Deep-pneumonia framework using deep learning models based on chest x-ray images;Elshennawy;Diagnostics,2020

4. Preparing a collection of radiology examinations for distribution and retrieval;Demner;J. Am. Med. Inform. Assoc.,2015

5. Standardized interpretation of paediatric chest radiographs for the diagnosis of pneumonia in epidemiological studies;Cherian;Bull. World Health Organ.,2005

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