Presentation 2001/1/18
Segmentation of Avascular Necrosis of the Femoral Head using 3-D MR Images
Reza A. Zoroofi, Takashi Nishii, Yoshinobu Sato, Nobuhiko Sugano, Hideki Yoshikawa, Shinichi Tamura,
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Abstract(in English) Avascular necrosis of the femoral head(ANFH) is a common clinical disorder in the orthopedic field. Traditional approaches to study the extent of ANFH are relied primarily on manual segmentation of clinical magnetic resonance images(MRI). However, manual segmentation is insufficient for quantitative evaluation and staging of ANFH. This paper presents a new computerized approach for segmentation of necrotic lesions of the femoral head. The segmentation method consists of several steps including histogram based thresholding, 3-D morphological operations, oblique data reconstruction, and 2-D ellipse fitting. The proposed technique is rapid and efficient. In addition, it is available as a Microsoft Windows' free software package in the Internet. Feasibility of the method is investigated on the data sets of 30 patients(1500 MR images).
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Keyword(in English) Bone / segmentation / avascular necrosis / osteonecrosis / MRI / femoral head
Paper # MI2000-68
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Committee MI
Conference Date 2001/1/18(1days)
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Registration To Medical Imaging (MI)
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Segmentation of Avascular Necrosis of the Femoral Head using 3-D MR Images
Sub Title (in English)
Keyword(1) Bone
Keyword(2) segmentation
Keyword(3) avascular necrosis
Keyword(4) osteonecrosis
Keyword(5) MRI
Keyword(6) femoral head
1st Author's Name Reza A. Zoroofi
1st Author's Affiliation Faculty of Engineering, University of Tehran:Division of Functional Diagnostic Imaging, Osaka University Medical School()
2nd Author's Name Takashi Nishii
2nd Author's Affiliation Department of Orthopaedic Surgery, Osaka University Medical School
3rd Author's Name Yoshinobu Sato
3rd Author's Affiliation Division of Functional Diagnostic Imaging, Osaka University Medical School
4th Author's Name Nobuhiko Sugano
4th Author's Affiliation Department of Orthopaedic Surgery, Osaka University Medical School
5th Author's Name Hideki Yoshikawa
5th Author's Affiliation Department of Orthopaedic Surgery, Osaka University Medical School
6th Author's Name Shinichi Tamura
6th Author's Affiliation Division of Functional Diagnostic Imaging, Osaka University Medical School
Date 2001/1/18
Paper # MI2000-68
Volume (vol) vol.100
Number (no) 596
Page pp.pp.-
#Pages 6
Date of Issue