Using handpicked features in conjunction with ResNet-50 for improved detection of COVID-19 from chest X-ray images

Author:

Rajpal Sheetal,Lakhyani Navin,Singh Ayush Kumar,Kohli RishavORCID,Kumar Naveen

Publisher

Elsevier BV

Subject

General Mathematics,General Physics and Astronomy,Statistical and Nonlinear Physics,Applied Mathematics

Reference48 articles.

1. WHO. Archived: WHO Timeline - COVID-19, 2020. https://www.who.int/news-room/detail/27-04-2020-who-timeline---covid-19.

2. Imaging profile of the COVID-19 infection: radiologic findings and literature review;Ng;Radiology: Cardiothoracic Imaging,2020

3. Interpreting a covid-19 test result;Watson;BMJ,2020

4. COVID-Classifier: An automated machine learning model to assist in the diagnosis of COVID-19 infection in chest x-ray images;Khuzani;medRxiv,2020

5. Rajpal S, Kumar N, Rajpal A. Cov-elm classifier: An extreme learning machine based identification of covid-19 using chest-ray images, 2020. arXiv preprint arXiv:200708637.

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