Title
Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering.
Abstract
Cervical vertebrae are important ramus communican that connect human body and the corpus. Muscles around cervical vertebrae such as deep cervical flexor and sternocleidomastoid muscle do key role to control chronicle neck pain thus monitoring such muscles near cervical vertebrae is important. In this paper, we propose a method to detect and analyze cervical vertebrae and related muscles automatically with fuzzy ART clustering from ultrasonography. The experiment verifies that our approach is consistent with human medical experts' decision to locate key measuring point for muscle analysis and successful in detecting cervical vertebrae accurately.
Year
DOI
Venue
2015
10.1007/978-3-319-25393-0_33
ISNN
Keywords
Field
DocType
Cervical Vertebrae,Fuzzy ART,Muscle Analysis,Ultrasonography,Deep Cervical Flexor
Ultrasonography,Anatomy,Pattern recognition,Neck pain,Computer science,Fuzzy logic,Sternocleidomastoid muscle,Artificial intelligence,Cluster analysis,Cervical vertebrae
Conference
Volume
ISSN
Citations 
9377
0302-9743
0
PageRank 
References 
Authors
0.34
2
4
Name
Order
Citations
PageRank
kwangbaek kim111043.94
Doo Heon Song2176.52
Hyun Jun Park323.08
Sungshin Kim421064.17