MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset

S. P. Morozov; A. E. Andreychenko; N. A. Pavlov; A. V. Vladzymyrskyy; N. V. Ledikhova; V. A. Gombolevskiy; I. A. Blokhin; P. B. Gelezhe; A. V. Gonchar; V. Yu. Chernina

MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset

Computers and Society 2020-05-15 v1 Machine Learning Image and Video Processing

Authors: S. P. Morozov , A. E. Andreychenko , N. A. Pavlov , A. V. Vladzymyrskyy , N. V. Ledikhova , V. A. Gombolevskiy , I. A. Blokhin , P. B. Gelezhe , A. V. Gonchar , V. Yu. Chernina

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Abstract

This dataset contains anonymised human lung computed tomography (CT) scans with COVID-19 related findings, as well as without such findings. A small subset of studies has been annotated with binary pixel masks depicting regions of interests (ground-glass opacifications and consolidations). CT scans were obtained between 1st of March, 2020 and 25th of April, 2020, and provided by municipal hospitals in Moscow, Russia. Permanent link: https://mosmed.ai/datasets/covid19_1110. This dataset is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported (CC BY-NC-ND 3.0) License. Key words: artificial intelligence, COVID-19, machine learning, dataset, CT, chest, imaging

Keywords

covid-19 chest ct dataset lung computed tomography pixel masks medical imaging

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@article{arxiv.2005.06465,
  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},
  journal= {arXiv preprint arXiv:2005.06465},
  year   = {2020}
}

MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset

Abstract

Keywords

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