Automated method for structural segmentation of nasal airways based on cone beam computed tomography

被引:15
作者
Tymkovych, Maksym Yu. [1 ]
Avrunin, Oleg G. [1 ]
Paliy, Victor G. [2 ]
Filzow, Maksim [3 ]
Gryshkov, Oleksandr [3 ]
Glasmacher, Birgit [3 ]
Omiotek, Zbigniew [4 ]
Dzierzak, Roza [4 ]
Smailova, Saule [5 ]
Kozbekova, Ainur [6 ]
机构
[1] Kharkiv Natl Univ Radio Elect, Kharkov, Ukraine
[2] Natl Pirogov Mem Med Univ, Vinnytsya, Ukraine
[3] Leibniz Univ Hannover, Hannover, Germany
[4] Lublin Univ Technol, Lublin, Poland
[5] D Serikbayev East Kazakhstan State Tech Univ, Ust Kamenogorsk, Kazakhstan
[6] Inst Informat & Computat Technol, Alma Ata, Kazakhstan
来源
PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH ENERGY PHYSICS EXPERIMENTS 2017 | 2017年 / 10445卷
关键词
analysis; cone beam computed tomography; DICOM; image processing; nasal airways; structural segmentation; IMAGE SEGMENTATION; PHARYNGEAL AIRWAY; CT; CAVITY; OTSU;
D O I
10.1117/12.2280922
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The work is dedicated to the segmentation problem of human nasal airways using Cone Beam Computed Tomography. During research, we propose a specialized approach of structured segmentation of nasal airways. That approach use spatial information, symmetrisation of the structures. The proposed stages can be used for construction a virtual three dimensional model of nasal airways and for production full-scale personalized atlases. During research we build the virtual model of nasal airways, which can be used for construction specialized medical atlases and aerodynamics researches.
引用
收藏
页数:8
相关论文
共 39 条
[1]  
Al Omari AK, 2011, ADV INTEL SOFT COMPU, V102, P303
[2]   New algorithm for semiautomatic segmentation of nasal cavity and pharyngeal airway in comparison with manual segmentation using cone-beam computed tomography [J].
Alsufyani, Noura A. ;
Hess, Andy ;
Noga, Michelle ;
Ray, Nilanjan ;
Al-Saleh, Mohammed A. Q. ;
Lagravere, Manuel O. ;
Major, Paul W. .
AMERICAN JOURNAL OF ORTHODONTICS AND DENTOFACIAL ORTHOPEDICS, 2016, 150 (04) :703-712
[3]  
[Anonymous], MIDDLE E J SCI RES
[4]  
[Anonymous], 2016, P SPIE
[5]  
Avrunin O. G., 2015, P SPIE, V9816
[6]   Modified artificial bee colony based computationally efficient multilevel thresholding for satellite image segmentation using Kapur's, Otsu and Tsallis functions [J].
Bhandari, A. K. ;
Kumar, A. ;
Singh, G. K. .
EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (03) :1573-1601
[7]   CONE BEAM CT: NON-DENTAL APPLICATIONS [J].
Casselman, J. W. ;
Gieraerts, K. ;
Volders, D. ;
Delanote, J. ;
Mermuys, K. ;
De Foer, B. ;
Swennen, G. .
JBR-BTR, 2013, 96 (06) :333-353
[8]  
Chepurna O., 2015, P SPIE, V9816
[9]   Relationship between physical factors and subjective image quality of cone-beam computed tomography images according to diagnostic task [J].
Choi, Jin-Woo ;
Lee, Sam-Sun ;
Choi, Soon-Chul ;
Heo, Min-Suk ;
Huh, Kyung-Heo ;
Yi, Won-Jin ;
Kang, Se-Ryong ;
Han, Dong-Hun ;
Kim, Eun-Kyung .
ORAL SURGERY ORAL MEDICINE ORAL PATHOLOGY ORAL RADIOLOGY, 2015, 119 (03) :357-365
[10]   Anatomical Reproducibility through 3D Printing in Cranio-Maxillo-Facial Defects [J].
de Moraes, Paulo Hemerson ;
Olate, Sergio ;
Cantin, Mario ;
Assis, Adriano Freitas ;
Santos, Edson ;
Silva, Filipe de Oliveira ;
Silva, Lucas de Oliveira .
INTERNATIONAL JOURNAL OF MORPHOLOGY, 2015, 33 (03) :826-830