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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Covid-19 classification with deep neural network and belief functions

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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

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06/11/2020 ∙ by Yifan Peng, et al. ∙ 0 ∙ share

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POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)

With the rapid development of COVID-19 into a global pandemic, there is ...
04/25/2020 ∙ by Jannis Born, et al. ∙ 11 ∙ share

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Targeted Self Supervision for Classification on a Small COVID-19 CT Scan Dataset

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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

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

Covid-19 classification with deep neural network and belief functions

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

POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)

Targeted Self Supervision for Classification on a Small COVID-19 CT Scan Dataset

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

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

Covid-19 classification with deep neural network and belief functions

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

POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)

Targeted Self Supervision for Classification on a Small COVID-19 CT Scan Dataset

Code Repositories

COVID-CT

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