PATIENT-CUSTOMIZED 3D RECONSTRUCTION OF HUMAN RIBS FROM LUNG MDCT DATASET

被引：0
作者：
Pazolafard, Banafsheh [1 ]
Sowmya, Arcot [1 ]
Moses, Daniel [2 ]
机构：
[1] Univ New South Wales, Sch Comp Sci & Engn, Sydney, NSW 2052, Australia
[2] UNSW, Prince Wales Clin Sch, Dept Med Imaging, Sydney, NSW 2052, Australia
来源：
2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI) | 2014年
关键词：
Reconstruction; automatic; 3D; MDCT; rib; geometry; patient-customized; anatomically-faithful; CAGE; SEGMENTATION; MODEL;
D O I：
暂无
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
An accurate algorithm for 3D rib reconstruction of an individual patient is presented. Segmented ribs are reconstructed in a cylindrical coordinate system, based on available knowledge of human rib geometry. Each rib is reconstructed individually using data from multidetector computed tomography (MDCT) images, which provides geometrical data including unique angle, length, curvature and mass. The proposed algorithm was tested on the datasets from 15 patients. Qualitative and quantitative evaluations show high similarity between reconstruction results and reference masks provided by an experienced radiologist.
引用
收藏
页码：1131 / 1135
页数：5
相关论文
共 50 条
  • [21] Estimating 3D human shapes from measurements
    Wuhrer, Stefanie
    Shu, Chang
    MACHINE VISION AND APPLICATIONS, 2013, 24 (06) : 1133 - 1147
  • [22] RECONSTRUCTION OF THE HUMAN HIPPOCAMPUS IN 3D FROM HISTOLOGY AND HIGH-RESOLUTION EX-VIVO MRI
    Adler, Daniel H.
    Liu, Alex Yang
    Pluta, John
    Kadivar, Salmon
    Orozco, Sylvia
    Wang, Hongzhi
    Gee, James C.
    Avants, Brian B.
    Yushkevich, Paul A.
    2012 9TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2012, : 294 - 297
  • [23] Combining GAN and LSTM Models for 3D Reconstruction of Lung Tumors from CT Scans
    Gu, Cong
    Gao, Hongling
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (05) : 378 - 388
  • [24] 3D Clothed Human Reconstruction from Sparse Multi-View Images
    Hong, Jin Gyu
    Noh, Seung Young
    Lee, Hee Kyung
    Cheong, Won Sik
    Chang, Ju Yong
    2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW, 2024, : 677 - 687
  • [25] Robust 3D Human Reconstruction System From Sparse Views in Outdoor Environments
    Park, Hansoo
    Kim, Soomin
    Heryanto, Bryan
    Lim, Hwasup
    IEEE ACCESS, 2025, 13 : 48034 - 48046
  • [26] A Novel Method for the 3-D Reconstruction of Scoliotic Ribs From Frontal and Lateral Radiographs
    Seoud, Lama
    Cheriet, Farida
    Labelle, Hubert
    Dansereau, Jean
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2011, 58 (05) : 1135 - 1146
  • [27] Reconstruction of 3D human movement using inverse analysis
    Amaya, K
    Hara, Y
    Aoki, S
    INVERSE PROBLEMS IN ENGINEERING MECHANICS, 1998, : 583 - 592
  • [28] Multiview 3D Reconstruction and Human Point Cloud Classification
    Nasab, Sarah Ershadi
    Kasaei, Shohreh
    Sanaei, Esmaeil
    Ossia, Ali
    Mobini, Majid
    2014 22ND IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2014, : 1119 - 1124
  • [29] A Novel Reconstruction Method of 3D Heart Geometry Atlas Based on Visible Human
    Luo, Gongning
    Wang, Kuanquan
    Bo, Pengbo
    Xia, Yong
    Zhang, Henggui
    2017 INTERNATIONAL CONFERENCE ON VIRTUAL REALITY AND VISUALIZATION (ICVRV 2017), 2017, : 133 - 138
  • [30] Preoperative MDCT Evaluation of Congenital Lung Anomalies in Children: Comparison of Axial, Multiplanar, and 3D Images
    Lee, Edward Y.
    Tracy, Donald A.
    Mahmood, Soran A.
    Weldon, Christopher B.
    Zurakowski, David
    Boiselle, Phillip M.
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2011, 196 (05) : 1040 - 1046
12345