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Table 3 Distribution of randomly selected X-ray images for each computational approach in the sex-related imbalance analysis

From: Does imbalance in chest X-ray datasets produce biased deep learning approaches for COVID-19 screening?

Approach

Normal

Pneumonia

Normal VS COVID-19

350 M + 350 F

0

Pneumonia VS COVID-19

0

350 M + 350 F

Non-COVID-19 VS COVID-19

175 M + 175 F

175 M + 175 F

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BMC Medical Research Methodology

ISSN: 1471-2288

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