A Comprehensive Data Imbalance Analysis for Covid-19 Classification Dataset

Zineb Tissir,Sahadev Poudel,Ranjai Baidya,Sang-Woong Lee

2021 International Conference on Information and Communication Technology Convergence (ICTC)（2021）

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摘要

The coronavirus disease (COVID-19) highlighted our daily lives recently and caused panic over the world. In parallel, artificial intelligence contributes to presenting solutions to cease the spread of the virus by offering robust deep learning models for disease detection in chest X-ray images, despite the limited data available and the quality of its distribution as we face the problem of imbalan...

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关键词

COVID-19,Deep learning,Data models,Information and communication technology,Coronaviruses,X-ray imaging,Faces

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