Ultrasound based three dimensional computer aided diagnosis (CAD) tool for the diagnosis of anterior talofibular ligament

Ultrasound imaging is an investigative tool to imagine the internal organisms of human beings. Ultrasound imaging has benefits such as low cost, portability, non-ionization and real time nature. However, ultrasound imaging has limitations also like homogenous intensity regions, homogeneous textures...

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Main Authors: Singh, V., Elamvazuthi, I., Jeoti, V., George, J., Yahya, N., Kumar, D.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.31021 /
Published: Springer Verlag 2016
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84990061203&doi=10.1007%2f978-3-319-33793-7_10&partnerID=40&md5=f563017933bda1457b1906bb91a595f6
http://eprints.utp.edu.my/31021/
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spelling utp-eprints.310212022-03-25T07:53:27Z Ultrasound based three dimensional computer aided diagnosis (CAD) tool for the diagnosis of anterior talofibular ligament Singh, V. Elamvazuthi, I. Jeoti, V. George, J. Yahya, N. Kumar, D. Ultrasound imaging is an investigative tool to imagine the internal organisms of human beings. Ultrasound imaging has benefits such as low cost, portability, non-ionization and real time nature. However, ultrasound imaging has limitations also like homogenous intensity regions, homogeneous textures and low contrast regions. To overcome these investigated problems, this research is developed a Computer Aided Diagnosis (CAD) system that helped in the achievement of efficient segmentation and three dimensional reconstruction of anterior talofibular ligament to enhance the diagnosis. The developed CAD system would provide the information about the input dataset, segmented results and statistical analysis of injured anterior talofibular ligament. The analysis based on the obtained results indicates the improved performance of the developed CAD system with more than 94 accurate results. 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 anterior talofibular ligament injuries. © Springer International Publishing Switzerland 2016. Springer Verlag 2016 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84990061203&doi=10.1007%2f978-3-319-33793-7_10&partnerID=40&md5=f563017933bda1457b1906bb91a595f6 Singh, V. and Elamvazuthi, I. and Jeoti, V. and George, J. and Yahya, N. and Kumar, D. (2016) Ultrasound based three dimensional computer aided diagnosis (CAD) tool for the diagnosis of anterior talofibular ligament. Studies in Computational Intelligence, 651 . pp. 213-235. http://eprints.utp.edu.my/31021/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description Ultrasound imaging is an investigative tool to imagine the internal organisms of human beings. Ultrasound imaging has benefits such as low cost, portability, non-ionization and real time nature. However, ultrasound imaging has limitations also like homogenous intensity regions, homogeneous textures and low contrast regions. To overcome these investigated problems, this research is developed a Computer Aided Diagnosis (CAD) system that helped in the achievement of efficient segmentation and three dimensional reconstruction of anterior talofibular ligament to enhance the diagnosis. The developed CAD system would provide the information about the input dataset, segmented results and statistical analysis of injured anterior talofibular ligament. The analysis based on the obtained results indicates the improved performance of the developed CAD system with more than 94 accurate results. 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 anterior talofibular ligament injuries. © Springer International Publishing Switzerland 2016.
format Article
author Singh, V.
Elamvazuthi, I.
Jeoti, V.
George, J.
Yahya, N.
Kumar, D.
spellingShingle Singh, V.
Elamvazuthi, I.
Jeoti, V.
George, J.
Yahya, N.
Kumar, D.
Ultrasound based three dimensional computer aided diagnosis (CAD) tool for the diagnosis of anterior talofibular ligament
author_sort Singh, V.
title Ultrasound based three dimensional computer aided diagnosis (CAD) tool for the diagnosis of anterior talofibular ligament
title_short Ultrasound based three dimensional computer aided diagnosis (CAD) tool for the diagnosis of anterior talofibular ligament
title_full Ultrasound based three dimensional computer aided diagnosis (CAD) tool for the diagnosis of anterior talofibular ligament
title_fullStr Ultrasound based three dimensional computer aided diagnosis (CAD) tool for the diagnosis of anterior talofibular ligament
title_full_unstemmed Ultrasound based three dimensional computer aided diagnosis (CAD) tool for the diagnosis of anterior talofibular ligament
title_sort ultrasound based three dimensional computer aided diagnosis (cad) tool for the diagnosis of anterior talofibular ligament
publisher Springer Verlag
publishDate 2016
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84990061203&doi=10.1007%2f978-3-319-33793-7_10&partnerID=40&md5=f563017933bda1457b1906bb91a595f6
http://eprints.utp.edu.my/31021/
_version_ 1741197506194178048
score 11.62408

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