All the Chest CT scans are taken from the MosMedData dataset.
CT-0 | CT-23 | |
---|---|---|
Raw (512x512) | ![]() |
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Normalized (256x256 + Depthness 64) | ![]() |
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precision recall f1-score support
normal 0.75 0.90 0.82 10
abnormal 0.88 0.70 0.78 10
accuracy 0.80 20
macro avg 0.81 0.80 0.80 20
weighted avg 0.81 0.80 0.80 20
MosMedData: Chest CT Scans with COVID-19 Related Findings Dataset
@misc{morozov2020mosmeddata,
title={MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset},
author={S. P. Morozov and A. E. Andreychenko and N. A. Pavlov and A. V. Vladzymyrskyy and N. V. Ledikhova and V. A. Gombolevskiy and I. A. Blokhin and P. B. Gelezhe and A. V. Gonchar and V. Yu. Chernina},
year={2020},
eprint={2005.06465},
archivePrefix={arXiv},
primaryClass={cs.CY}
}