Analysis methods of CT-scan images for the characterization of the bone texture: First results

被引:19
|
作者
Taleb-Ahmed, A
Dubois, P
Duquenoy, E
机构
[1] Littoral Cote Opale, Lab Anal Syst, F-62228 Calais, France
[2] Ctr Hosp & Reg Lille, Inst Technol Med, F-59000 Lille, France
关键词
characterization of the bone texture; fractal method; three dimensional relief; CT-scan images;
D O I
10.1016/S0167-8655(03)00036-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The ultimate objective of the planned work is to propose a way to the characterization of the bone texture from the analysis of CT-scan images. This would assist the discrimination of healthy from pathological subjects. This paper emphasizes a preliminary study concerning the selection of tools for the characterization of the bone texture. The selectivity is lead by the analysis of respective sensitivities of the considered methods. We study here two methods of texture analysis. The first one is based on the fractal geometry whose application to the analysis of texture is well established in literature. The second method is an original one. It is called the "method of the three dimensional relief". (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:1971 / 1982
页数:12
相关论文
共 50 条
  • [31] A deep learning framework for accurate COVID-19 classification in CT-scan images
    Kordnoori, Shirin
    Sabeti, Maliheh
    Mostafaei, Hamidreza
    Banihashemi, Saeed Seyed Agha
    MACHINE LEARNING WITH APPLICATIONS, 2025, 19
  • [32] Rigid registration of freehand 3D ultrasound and CT-scan kidney images
    Leroy, A
    Mozer, P
    Payan, Y
    Troccaz, J
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2004, PT 1, PROCEEDINGS, 2004, 3216 : 837 - 844
  • [35] Comparative analysis of CT-scan and PET-scan with intraoperative ultrasound in detecting liver metastases
    Patel, M
    Saha, S
    Sehgal, R
    Gallardo, L
    Doan, K
    Berman, B
    Wiese, D
    Weiner, S
    Arora, M
    Singh, T
    ANNALS OF SURGICAL ONCOLOGY, 2006, 13 (02) : 54 - 55
  • [36] CT-Scan based FEA for the Assessment of the Effect of Bone Density on Femur's Fracture
    Rahman, Adeeb
    Selmi, Shirin
    Papadopoulos, Chris
    Papaioannou, George
    2009 9TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND APPLICATIONS IN BIOMEDICINE, 2009, : 654 - +
  • [37] Toward a better understanding of texture in vascular CT scan simulated images
    Bézy-Wendling, J
    Kretowski, M
    Rolland, Y
    Le Bidon, W
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2001, 48 (01) : 120 - 124
  • [38] Meta-analysis of predictions of COVID-19 disease based on CT-scan and X-ray images
    Bhatt, Devershi Pallavi
    Bhatnagar, Vaibhav
    Sharma, Preeti
    JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2021, 24 (02) : 381 - 409
  • [39] MORPHOLOGICAL STUDY OF APPLICATION OF METHODS OF TEXTURE ANALYSIS OF IMAGES SUBCHONDRAL BONE IN OSTEOARTHRITIS
    Kabalyk, M. A.
    OSTEOARTHRITIS AND CARTILAGE, 2018, 26 : S428 - S428
  • [40] Automatic Diagnosis of Covid-19 Related Pneumonia from CXR and CT-Scan Images
    Kumar, Naresh
    Hashmi, Adeel
    Gupta, Manish
    Kundu, Ankit
    ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2022, 12 (01) : 7993 - 7997