01 / MOTIVATION
Why this work matters
Early pandemic research investigated imaging-based machine learning as a possible decision-support direction.
A comparative study of EfficientNet variants for COVID-19 detection from chest X-rays.
02 / METHODOLOGY
Research approach
The study compares EfficientNet model variants for COVID-19 detection using chest X-ray images.
03 / CONTRIBUTIONS
Main contribution
Comparative evaluation of COVID-19 chest X-ray classification models.
Consult the complete publication for numerical findings and experimental qualifications.
04 / PUBLICATION
Read the paper
Anirban Saha Anik, Kowshik Chakraborty, Bishowjit Datta, Abdul Kader, and Md. Kishor Morol. (2022). A Comparative Analysis for the Detection of COVID-19 from Chest X-ray Dataset. 2022 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET). https://doi.org/10.1109/ICRPSET57982.2022.10188570