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Deep learning on compressed sensing measurements in pneumonia detection

Published:2021-09-13 Issue:1 Volume:32 Page:41-54
ISSN:0899-9457
Container-title:International Journal of Imaging Systems and Technology
language:en
Short-container-title:Int J Imaging Syst Tech

Author:

Islam Sheikh Rafiul¹,Maity Santi P.¹^ORCID,Ray Ajoy Kumar²,Mandal Mrinal³^ORCID

Affiliation:

1. Department of Information Technology Indian Institute of Engineering Science and Technology Shibpur India

2. Centre for Data Science JIS Institute of Advanced Studies and Research Bidhannagar India

3. Department of Electrical & Computer Engineering University of Alberta Edmonton Canada

Publisher

Wiley

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Software,Electronic, Optical and Magnetic Materials

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/ima.22651

Reference38 articles.

1. Microbial Etiology of Acute Pneumonia in Hospitalized Patients

2. U.S. Department of Health Human Services.Accessed November 27 2019.https://www.cdc.gov/features/pneumonia/index.html

3. Gradation of diabetic retinopathy on reconstructed image using compressed sensing

4. Compressed sensing

5. Compressive Sensing [Lecture Notes]

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2. RAPID-Net: Reduced architecture for pneumonia in infants detection using deep convolutional framework using chest radiograph;Biomedical Signal Processing and Control;2024-01

3. Image Compressed Sensing Reconstruction via Deep Image Prior with Feature Space and Texture Information;Communications in Computer and Information Science;2023-11-05

4. Detection of Pneumonia, Covid-19 and Tuberculosis Using Deep Learning;2023 International Conference on Computational Intelligence for Information, Security and Communication Applications (CIISCA);2023-06-22

5. Comparison of Common Algorithms for Single-Pixel Imaging via Compressed Sensing;Sensors;2023-05-11

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