COVID-19 Lesion Segmentation using Lung CT Scan Images: Comparative Study based on Active Contour Models

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Abstract

Pneumonia is a lung infection threaten that threats all age groups. In this paper, using CT scans images, we used active contour models to evaluate and determine pneumonia infection caused by the Coronavirus disease (COVID-19). A background of active contour models (ACM) including contour representation and object boundary description methods is presented. The focus of this paper is on the conducted works based on the external forces. These methods include edge-based and region-based methods. Furthermore, the explanations of these methods, as well as the advantages and disadvantages of each method are presented. Finally, a comparison between the performances of the conducted works has been done based on a database of Lung CT Scan Images. The present review helps readers identify research starting points in active contour models on COVID19 research, which is a high priority topic to guide researchers and practitioners. In addition, when there are not enough images to use machine learning techniques, such as deep learning methods, the experimental results indicate that active contour methods obtain promising results.
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COVID-19 Lesion Segmentation using Lung CT Scan Images: Comparative Study based on Active Contour Models | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article COVID-19 Lesion Segmentation using Lung CT Scan Images: Comparative Study based on Active Contour Models Younes Akbari, Hanadi Hassen, Somaya Al-maadeed, Susu M. Zughaier This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-40406/v1 This work is licensed under a CC BY 4.0 License Status: Published Journal Publication published 30 Aug, 2021 Read the published version in Applied Sciences → Version 1 posted You are reading this latest preprint version Abstract Pneumonia is a lung infection threaten that threats all age groups. In this paper, using CT scans images, we used active contour models to evaluate and determine pneumonia infection caused by the Coronavirus disease (COVID-19). A background of active contour models (ACM) including contour representation and object boundary description methods is presented. The focus of this paper is on the conducted works based on the external forces. These methods include edge-based and region-based methods. Furthermore, the explanations of these methods, as well as the advantages and disadvantages of each method are presented. Finally, a comparison between the performances of the conducted works has been done based on a database of Lung CT Scan Images. The present review helps readers identify research starting points in active contour models on COVID19 research, which is a high priority topic to guide researchers and practitioners. In addition, when there are not enough images to use machine learning techniques, such as deep learning methods, the experimental results indicate that active contour methods obtain promising results. Applied Mathematics Artificial Intelligence and Machine Learning Lung CT scans COVID-19 infection Pneumonia Active contour models Parametric methods Level set methods Region-based models Edge-based models Figures Figure 1 Figure 2 Figure 3 Figure 4 Figure 5 Figure 6 Figure 7 Figure 8 Full Text Declarations Competing interests The authors declare no competing interests. Acknowledgments This publication was jointly supported by Qatar University ERG-XXX-XX-XX [GRANT CODE]. The findings achieved herein are solely the responsibility of the authors Tables Cite Share Download PDF Status: Published Journal Publication published 30 Aug, 2021 Read the published version in Applied Sciences → Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-40406","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":773146,"identity":"ad3a7e5b-be75-4d26-832b-fcf4d7fe9ad4","order_by":0,"name":"Younes Akbari","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA6UlEQVRIiWNgGAWjYDACHh4gYQDjVSCxidRyhmgtMMDYRoQW/p6zBz9XFDAk9kvkHnz4c95heXP25gMMPyq24dQicbYvWfKMAUPizBl5yca82w4b7uw5lsDYc+Y2bmvO8xhINgC1bLiRYybNuO0wI5BhwMzYhluL/Hke459QLeY/f845bE9Qi8HZHjO4LQy8DYcTCWoxPHMuzRKoxXhmzxtjaZ5j6ckbzhxLOIjPL3Jncg/fbPjDINvPnmP48UeNte2G480HH/yowON9CPjv2ABhNIPJA4TUg4A9lK4jRvEoGAWjYBSMMAAAODlbfH5YtrEAAAAASUVORK5CYII=","orcid":"","institution":"Qatar University","correspondingAuthor":true,"submittingAuthor":false,"prefix":"","firstName":"Younes","middleName":"","lastName":"Akbari","suffix":""},{"id":773151,"identity":"c50e4e67-d4a2-4c5a-888d-6a0a16ddc9f3","order_by":1,"name":"Hanadi Hassen","email":"","orcid":"","institution":"Qatar University","correspondingAuthor":false,"submittingAuthor":false,"prefix":"","firstName":"Hanadi","middleName":"","lastName":"Hassen","suffix":""},{"id":773159,"identity":"e3aed528-45c4-46c1-a9cb-03035aa109ef","order_by":2,"name":"Somaya Al-maadeed","email":"","orcid":"","institution":"Qatar University","correspondingAuthor":false,"submittingAuthor":false,"prefix":"","firstName":"Somaya","middleName":"","lastName":"Al-maadeed","suffix":""},{"id":773169,"identity":"f082c826-6a8b-489e-be41-8791cb348460","order_by":3,"name":"Susu M. 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The findings achieved herein are solely the responsibility of the authors\u003c/p\u003e"},{"header":"Tables","content":"\u003cp\u003e\u003cimg 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\" 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In this paper, using CT scans images, we used active contour models to evaluate and determine pneumonia infection caused by the Coronavirus disease (COVID-19). A background of active contour models (ACM) including contour representation and object boundary description methods is presented. The focus of this paper is on the conducted works based on the external forces. These methods include edge-based and region-based methods. Furthermore, the explanations of these methods, as well as the advantages and disadvantages of each method are presented. Finally, a comparison between the performances of the conducted works has been done based on a database of Lung CT Scan Images. The present review helps readers identify research starting points in active contour models on COVID19 research, which is a high priority topic to guide researchers and practitioners. In addition, when there are not enough images to use machine learning techniques, such as deep learning methods, the experimental results indicate that active contour methods obtain promising results.\u003c/p\u003e","manuscriptTitle":"COVID-19 Lesion Segmentation using Lung CT Scan Images: Comparative Study based on Active Contour Models","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2020-07-09 14:44:47","doi":"10.21203/rs.3.rs-40406/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"07038925-ecba-427f-ac04-aca6fd4cac30","owner":[],"postedDate":"July 9th, 2020","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"published-in-journal","subjectAreas":[{"id":148172,"name":"Applied Mathematics"},{"id":148173,"name":"Artificial Intelligence and Machine Learning"}],"tags":[],"updatedAt":"2021-08-30T15:48:24+00:00","versionOfRecord":{"articleIdentity":"rs-40406","link":"https://doi.org/10.3390/app11178039","journal":{"identity":"applied-sciences","isVorOnly":true,"title":"Applied Sciences"},"publishedOn":"2021-08-30 15:48:24","publishedOnDateReadable":"August 30th, 2021"},"versionCreatedAt":"2020-07-09 14:44:47","video":"","vorDoi":"10.3390/app11178039","vorDoiUrl":"https://doi.org/10.3390/app11178039","workflowStages":[]},"version":"v1","identity":"rs-40406","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-40406","identity":"rs-40406","version":["v1"]},"buildId":"rHA-KDH7Qsr4HCuvH75dn","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

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