Computer aided diagnosis (CAD) tool for the analysis of calcaneofibular ligament using ultrasonographic images
Ultrasound imaging is a cost-effective diagnostic tool to imagine the internal organisms of human beings that used routinely in the diagnosis of a number of diseases related to ligament, tendon, bone, blood flow estimation, obstetrics, etc. However, ultrasound imaging has limitations such as homogen...
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| Main Authors: | , , , , |
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| Format: | Article |
| Published: |
Asian Research Publishing Network
2016
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| Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84979266110&partnerID=40&md5=d75f2fcd8ee2cedc7bf59505b35baa91 http://eprints.utp.edu.my/25495/ |
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| Institution: | Universiti Teknologi Petronas |
| Summary: | Ultrasound imaging is a cost-effective diagnostic tool to imagine the internal organisms of human beings that used routinely in the diagnosis of a number of diseases related to ligament, tendon, bone, blood flow estimation, obstetrics, etc. However, ultrasound imaging has limitations such as homogenous intensity regions, homogeneous textures, low contrast regions, enhancement artefact, limited view visualization and inaccurate qualitative/quantitative estimation. To overcome all these investigated problems, this research developed a Computer Aided Diagnosis (CAD) system that helps in efficient segmentation and Three Dimensional (3D) reconstruction of calcaneofibular ligament to enhance the diagnosis. The developed CAD system would help in the achievement of enhanced segmentation results, 3D reconstruction results and statistical analysis of the injured calcaneofibular ligament. Moreover, performance of the developed CAD system is analyzed based on the obtained results, which are indicates the improved performance with more than 92 accurate segmentation and precisely determined 3D measurements such as volume, thickness and roughness. In addition, this research opens new research dimensions for efficient musculoskeletal ultrasound modelling that makes it useful in clinical settings with accurate and cost effective diagnosis of calcaneofibular ligament injuries. © 2006-2016 Asian Research Publishing Network (ARPN). |
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