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dc.contributor.authorKubíček, Jan
dc.contributor.authorPenhaker, Marek
dc.contributor.authorAugustynek, Martin
dc.contributor.authorBryjová, Iveta
dc.contributor.authorČerný, Martin
dc.date.accessioned2018-04-11T08:44:55Z
dc.date.available2018-04-11T08:44:55Z
dc.date.issued2018
dc.identifier.citationJournal of Medical Imaging and Health Informatics. 2018, vol. 8, no. 3, p. 401-418.cs
dc.identifier.issn2156-7018
dc.identifier.issn2156-7026
dc.identifier.urihttp://hdl.handle.net/10084/125816
dc.description.abstractThe main aim of this study is a complex critical review of the methods applicable for the knee cartilage segmentation. Segmentation of the knee cartilage is intended for a quantitative and qualitative analysis of cartilage morphological structure. This task is important in a field of the clinical practice in the context of an early diagnosis of the pathological changes, such as the osteoarthritis. The cartilage segmentation methods are divided into manual, semiautomatic and automatic approaches, each of this group is associated with a certain level of the user interaction. Generally, the knee cartilage segmentation and extraction can be performed by various approaches including the edge tracking, intensity based methods, supervised learning, energy minimization, statistical methods and multiregional segmentation methods. Using of particular segmentation method is depended on a compromise which user is willing to accept with a respect to the robustness, segmentation purpose, computational time, accuracy and level of user interaction. Some of the presented methods are intended for a detection of cartilage shape, moreover other methods are able to identify the pathological changes badly recognizable from the native image records.cs
dc.language.isoencs
dc.publisherAmerican Scientific Publisherscs
dc.relation.ispartofseriesJournal of Medical Imaging and Health Informaticscs
dc.relation.urihttps://doi.org/10.1166/jmihi.2018.2376cs
dc.subjectcartilagecs
dc.subjectimage segmentationcs
dc.subjectfemurcs
dc.subjecttibiacs
dc.subjectMRIcs
dc.subjectkneecs
dc.titleSegmentation of knee cartilage: A comprehensive reviewcs
dc.typearticlecs
dc.identifier.doi10.1166/jmihi.2018.2376
dc.type.statusPeer-reviewedcs
dc.description.sourceWeb of Sciencecs
dc.description.volume8cs
dc.description.issue3cs
dc.description.lastpage418cs
dc.description.firstpage401cs
dc.identifier.wos000428166200001


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