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Title: GitHub - yykhuster/code_Inf-Net: Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020. · GitHub

Open Graph Title: GitHub - yykhuster/code_Inf-Net: Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020.

X Title: GitHub - yykhuster/code_Inf-Net: Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020.

Description: Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020. - yykhuster/code_Inf-Net

Open Graph Description: Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020. - yykhuster/code_Inf-Net

X Description: Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020. - yykhuster/code_Inf-Net

Opengraph URL: https://github.com/yykhuster/code_Inf-Net

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MIT licensehttps://github.com/yykhuster/code_Inf-Net
https://github.com/yykhuster/code_Inf-Net#inf-net-automatic-covid-19-lung-infection-segmentation-from-ct-images
Deng-Ping Fanhttps://dpfan.net/
Tao Zhouhttps://taozh2017.github.io/
Ge-Peng Jihttps://scholar.google.com/citations?user=oaxKYKUAAAAJ&hl=en
Yi Zhouhttps://scholar.google.com/citations?hl=zh-CN&user=EnDCJKMAAAAJ
Geng Chenhttps://www.researchgate.net/profile/Geng_Chen13
Huazhu Fuhttp://hzfu.github.io/
Jianbing Shenhttp://iitlab.bit.edu.cn/mcislab/~shenjianbing
Ling Shaohttp://www.inceptioniai.org/
https://github.com/yykhuster/code_Inf-Net#0-preface
arXiv Pre-printhttps://arxiv.org/abs/2004.14133
medrXivhttps://www.medrxiv.org/content/10.1101/2020.04.22.20074948v1
BibTeXhttps://github.com/yykhuster/code_Inf-Net#8-citation
awesome-listhttps://github.com/HzFu/COVID19_imaging_AI_paper_list
https://github.com/yykhuster/code_Inf-Net#01-fire-news-fire
https://github.com/yykhuster/code_Inf-Net#02-table-of-contents
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Imageshttps://github.com/yykhuster/code_Inf-Net#inf-net--automatic-covid-19-lung-infection-segmentation-from-ct-scans
0. Prefacehttps://github.com/yykhuster/code_Inf-Net#0-preface
0.1. 🔥 NEWS 🔥https://github.com/yykhuster/code_Inf-Net#01--fire--news--fire-
0.2. Table of Contentshttps://github.com/yykhuster/code_Inf-Net#02-table-of-contents
1. Introductionhttps://github.com/yykhuster/code_Inf-Net#1-introduction
1.1. Task Descriptionhttps://github.com/yykhuster/code_Inf-Net#11-task-description
2. Proposed Methodshttps://github.com/yykhuster/code_Inf-Net#2-proposed-methods
2.1. Inf-Nethttps://github.com/yykhuster/code_Inf-Net#21-inf-net
2.1.1 Overviewhttps://github.com/yykhuster/code_Inf-Net#211-overview
2.1.2. Usagehttps://github.com/yykhuster/code_Inf-Net#212-usage
2.2. Semi-Inf-Nethttps://github.com/yykhuster/code_Inf-Net#22-semi-inf-net
2.2.1. Overviewhttps://github.com/yykhuster/code_Inf-Net#221-overview
2.2.2. Usagehttps://github.com/yykhuster/code_Inf-Net#222-usage
2.3. Semi-Inf-Net + Multi-class UNethttps://github.com/yykhuster/code_Inf-Net#23-semi-inf-net---multi-class-unet
2.3.1. Overviewhttps://github.com/yykhuster/code_Inf-Net#231-overview
2.3.2. Usagehttps://github.com/yykhuster/code_Inf-Net#232-usage
3. Evaluation Toolboxhttps://github.com/yykhuster/code_Inf-Net#3-evaluation-toolbox
3.1. Introductionhttps://github.com/yykhuster/code_Inf-Net#31-introduction
3.2. Usagehttps://github.com/yykhuster/code_Inf-Net#32-usage
4. COVID-SemiSeg Datasethttps://github.com/yykhuster/code_Inf-Net#4-covid-semiseg-dataset
3.1. Training sethttps://github.com/yykhuster/code_Inf-Net#31-training-set
3.2. Testing sethttps://github.com/yykhuster/code_Inf-Net#32-testing-set
4. Resultshttps://github.com/yykhuster/code_Inf-Net#4-results
4.1. Download link:https://github.com/yykhuster/code_Inf-Net#41-download-link-
5. Visualization Results:https://github.com/yykhuster/code_Inf-Net#5-visualization-results-
6. Paper list of COVID-19 related (Update continue)https://github.com/yykhuster/code_Inf-Net#6-paper-list-of-covid-19-related--update-continue-
7. Manuscripthttps://github.com/yykhuster/code_Inf-Net#7-manuscript
8. Citationhttps://github.com/yykhuster/code_Inf-Net#8-citation
9. LICENSEhttps://github.com/yykhuster/code_Inf-Net#9-license
10. Acknowledgementshttps://github.com/yykhuster/code_Inf-Net#10-acknowledgements
11. TODO LISThttps://github.com/yykhuster/code_Inf-Net#11-todo-list
12. FAQhttps://github.com/yykhuster/code_Inf-Net#12-faq
Table of contents generated with markdown-tochttp://ecotrust-canada.github.io/markdown-toc/
https://github.com/yykhuster/code_Inf-Net#1-introduction
https://github.com/yykhuster/code_Inf-Net#11-task-descriptions
https://camo.githubusercontent.com/4715e9f838b21d7e0bce6e3aa25ce1dd52d83dfe0c1fef0aaeddb5cec84e31e5/687474703a2f2f647066616e2e6e65742f77702d636f6e74656e742f75706c6f6164732f434f56494431392d496e66656374696f6e2d312e706e67
https://medicalsegmentation.com/covid19/https://medicalsegmentation.com/covid19/
https://github.com/yykhuster/code_Inf-Net#2-proposed-methods
Google Drive Linkhttps://drive.google.com/open?id=1bbKAqUuk7Y1q3xsDSwP07oOXN_GL3SQM
VGGNet16https://download.pytorch.org/models/vgg16-397923af.pth
ResNethttps://download.pytorch.org/models/resnet50-19c8e357.pth
Res2Nethttps://shanghuagao.oss-cn-beijing.aliyuncs.com/res2net/res2net50_v1b_26w_4s-3cf99910.pth
THOPhttps://github.com/Lyken17/pytorch-OpCounter
https://github.com/yykhuster/code_Inf-Net#21-inf-net
https://github.com/yykhuster/code_Inf-Net#211-overview
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https://github.com/yykhuster/code_Inf-Net#22-semi-inf-net
https://github.com/yykhuster/code_Inf-Net#221-overview
https://camo.githubusercontent.com/036de53cb7bbbd7170e28c1177e31110e6ba4d424251f2f8d933ac3c41ef873b/687474703a2f2f647066616e2e6e65742f77702d636f6e74656e742f75706c6f6164732f53656d692d496e664e65742e706e67
https://github.com/yykhuster/code_Inf-Net#222-usage
abovehttps://github.com/yykhuster/code_Inf-Net#2-proposed-methods
Google Drivehttps://drive.google.com/open?id=1Rn_HhgTEhy-M7qmPVspdJiamWC_kueFJ
Google Drivehttps://drive.google.com/open?id=1Rn_HhgTEhy-M7qmPVspdJiamWC_kueFJ
Google Drivehttps://drive.google.com/open?id=1NMM0BoVJU9DS8u4yTG0L-V_mcHKajrmN
Google Drivehttps://drive.google.com/open?id=1iHMQ9bjm4-qZaZZFXigZ-iruZOSB9mty
https://github.com/yykhuster/code_Inf-Net#23-semi-inf-net--multi-class-unet
https://github.com/yykhuster/code_Inf-Net#231-overview
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https://github.com/yykhuster/code_Inf-Net#232-usage
Google Drivehttps://drive.google.com/open?id=1V4VJl5X4kJVD6HHWYsGzbrbPh8Q_Vc0I
https://github.com/yykhuster/code_Inf-Net#3-evaluation-toolbox
https://github.com/yykhuster/code_Inf-Net#31-introduction
Google Drivehttps://drive.google.com/open?id=1BGUUmrRPOWPxdxnawFnG9TVZd8rwLqCF
https://github.com/yykhuster/code_Inf-Net#32-usage
https://github.com/yykhuster/code_Inf-Net#4-covid-semiseg-dataset
Google Drivehttps://drive.google.com/open?id=1bbKAqUuk7Y1q3xsDSwP07oOXN_GL3SQM
https://medicalsegmentation.com/covid19/https://medicalsegmentation.com/covid19/
https://github.com/yykhuster/code_Inf-Net#31-training-set
Download Linkhttp://dpfan.net/wp-content/uploads/LungInfection-Train.zip
Download Linkhttp://dpfan.net/wp-content/uploads/MultiClassInfection-Train.zip
https://github.com/yykhuster/code_Inf-Net#32-testing-set
Download Linkhttp://dpfan.net/wp-content/uploads/LungInfection-Test.zip
Download Linkhttp://dpfan.net/wp-content/uploads/MultiClassInfection-Test.zip
https://github.com/yykhuster/code_Inf-Net#4-results
linkhttp://dpfan.net/wp-content/uploads/COVID-SemiSeg-Results.zip
https://github.com/yykhuster/code_Inf-Net#41-download-link
linkhttp://dpfan.net/wp-content/uploads/Lung-infection-segmentation.zip
linkhttp://dpfan.net/wp-content/uploads/Multi-class-lung-infection-segmentation.zip
https://github.com/yykhuster/code_Inf-Net#5-visualization-results
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https://github.com/yykhuster/code_Inf-Net#6-paper-list-of-covid-19-related-update-continue
https://github.com/HzFu/COVID19_imaging_AI_paper_listhttps://github.com/HzFu/COVID19_imaging_AI_paper_list
https://camo.githubusercontent.com/3fc89561f24496143ec3c2e41bc62f5d7684e2bf66ac6a585c3ee42448d3f455/687474703a2f2f647066616e2e6e65742f77702d636f6e74656e742f75706c6f6164732f70617065722d6c6973742d636f7665722e706e67
https://github.com/yykhuster/code_Inf-Net#7-manuscript
https://arxiv.org/pdf/2004.14133.pdfhttps://arxiv.org/pdf/2004.14133.pdf
https://github.com/yykhuster/code_Inf-Net#8-citation
https://github.com/yykhuster/code_Inf-Net#9-license
https://github.com/yykhuster/code_Inf-Net#10-acknowledgements
Linkhttps://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=9153182
https://github.com/yykhuster/code_Inf-Net#11-todo-list
E-mailhttps://github.com/yykhuster/code_Inf-Net/blob/master/gepengai.ji@gmail.com
ResNeXthttps://github.com/facebookresearch/ResNeXt
Res2Net (done)https://github.com/Res2Net/Res2Net-PretrainedModels
iResNethttps://github.com/iduta/iresnet
ResNeSthttps://github.com/zhanghang1989/ResNeSt
https://github.com/yykhuster/code_Inf-Net#12-faq
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