COVID-CT-Dataset: A CT Scan Dataset about COVID-19

03/30/2020 ∙ by Jinyu Zhao, et al. ∙ 78 ∙ share

CT scans are promising in providing accurate, fast, and cheap screening and testing of COVID-19. In this paper, we build a publicly available COVID-CT dataset, containing 275 CT scans that are positive for COVID-19, to foster the research and development of deep learning methods which predict whether a person is affected with COVID-19 by analyzing his/her CTs. We train a deep convolutional neural network on this dataset and achieve an F1 of 0.85 which is a promising performance but yet to be further improved. The data and code are available at https://github.com/UCSD-AI4H/COVID-CT

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Screening COVID-19 Based on CT/CXR Images Building a Publicly Available CT-scan Dataset of COVID-19

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07/04/2021 ∙ by Xiaohong Gao, et al. ∙ 0 ∙ share

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Rapidly scaling screening, testing and quarantine has shown to be an eff...
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Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning

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11/09/2020 ∙ by Hammam Alshazly, et al. ∙ 25 ∙ share

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COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature

The latest threat to global health is the COVID-19 outbreak. Although th...
06/11/2020 ∙ by Yifan Peng, et al. ∙ 0 ∙ share

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COVID-CT-Dataset: A CT Scan Dataset about COVID-19

Authors

Screening COVID-19 Based on CT/CXR Images Building a Publicly Available CT-scan Dataset of COVID-19

Combining PCR and CT testing for COVID

COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models

Covid-19 classification with deep neural network and belief functions

Impact of data-splits on generalization: Identifying COVID-19 from cough and context

Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning

COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature

Code Repositories

COVID-CT

COVID-CT-Dataset: A CT Scan Dataset about COVID-19

Authors

Screening COVID-19 Based on CT/CXR Images Building a Publicly Available CT-scan Dataset of COVID-19

Combining PCR and CT testing for COVID

COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models

Covid-19 classification with deep neural network and belief functions

Impact of data-splits on generalization: Identifying COVID-19 from cough and context

Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning

COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature

Code Repositories

COVID-CT

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