COMSeg technique for MRI knee cartilage segmentation

A tétel rövid nézete
dc.contributor.authorRiza, Sulaiman
dc.contributor.authorMarlinawati, Djasmir
dc.contributor.authorFahmi, Mohamad Amran Mohd
dc.contributor.statusnemhu_HU
dc.date.accessioned2021-04-09T09:19:33Z
dc.date.available2021-04-09T09:19:33Z
dc.date.issued2019-12-01
dc.description.abstractSegmentation is one of important methods in medical images processing, particularly as it allows images to be analysed. The method used for segmentation depends on the image problem to be resolved. In this research, knee cartilage needs to be segmented to determine the level of the Osteoarthritis (OA) and for further treatment. Knee cartilage is a soft hyline sponge that is located at the end of the femur, tibia and patella bone to release friction during movement. OA is a knee cartilage problem wherein there is a thinning of the cartilage that results in a shift especially happening between femur and tibia bone causing discomfort and pain. Thinning of the knee cartilage is due to many factors such as age, body weight, genetic, accident, sport injury and extreme use such as physical work. OA can occur to a male or female, child or adult. The effects experienced by patients with OA are such as difficulty to walk, limited movement, and pain in the thin cartilage areas. Monitoring of patients' condition needs to be done to help reduce the problem and thereby enable specialists to perform the appropriate treatment. Imaging is a method used today to monitor the condition of patients with OA. Previous studies showed that MRI is a suitable method for monitoring the condition of patients with OA because of its advantages in visualising knee cartilage more clearly than other imaging methods. Thus, for segmenting the knee cartilage which as mentioned before is an important process in medical images processing, the MR images were selected based on many factors. Segmentation in this study was aimed to obtain the cartilage region to diagnose patient OA level. Various segmentation techniques have been developed by researchers in segmenting the knee cartilage region but they have been unable to segment precisely due to the thin structure of the knee cartilage, especially for patients with intermediate and severe OA. COMSeg technique was developed to segment knee cartilage, especially for those experiencing a normal and intermediate OA and try to implement it to severe OA. The development of this new technique takes into account the imaging method used, the images feature obtained so it can be suitable to process knee image and then selection of an appropriate technique to be applied to the selected images as input.hu_HU
dc.identifier.doi10.1556/1848.2019.0018hu_HU
dc.identifier.issn2062-0810
dc.identifier.issue2hu_HU
dc.identifier.jtitleInternational Review of Applied Sciences and Engineering
dc.identifier.urihttp://hdl.handle.net/2437/305571
dc.identifier.urlhttps://akjournals.com/view/journals/1848/10/2/article-p147.xmlhu_HU
dc.identifier.volume10hu_HU
dc.language.isoenhu_HU
dc.publisherAkadémiai Kiadóhu_HU
dc.subjectMRIhu_HU
dc.subjectknee cartilagehu_HU
dc.subjectsegmentationhu_HU
dc.subjectosteoarthritis (OA)hu_HU
dc.titleCOMSeg technique for MRI knee cartilage segmentationhu_HU
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International Review of Applied Sciences and Engineering