Small-Size Lung Nodule Modeling and Detection with Clinical Evaluation

被引：0
|
作者：
Farag, Amal [1 ]
Graham, James [1 ]
Abdelmunim, Hossam [1 ]
Elshazly, Salwa [1 ]
El-Mogy, Mohamed
El-Mogy, Sabry
Falk, Robert
Farag, Aly A. [1 ]
机构：
[1] Univ Louisville, Comp Vis & Image Proc Lab CVIP Lab, Louisville, KY 40292 USA
来源：
2012 CAIRO INTERNATIONAL BIOMEDICAL ENGINEERING CONFERENCE (CIBEC) | 2012年
关键词：
Lung nodule modeling; Data-driven; nodule detection; PULMONARY NODULES;
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：
In this paper examination of the template modeling process using the Active Appearance Modeling (AAM) approach for automatic detection of lung nodules is investigated. A template matching approach is formulated to compute a similarity score between the AAM templates and the input lung CT slice, where the goal is to maximize the similarity measure at different image pixels to increase nodule detection. The template matching approach is implemented using nine similarity measures. Performance validation for the robustness of the generated models is tested on three clinical databases.
引用
收藏
页码：44 / 47
页数：4
相关论文
共 50 条
  • [31] Surgical and nonsurgical approaches to small-size nonsmall cell lung cancer
    De Ruysscher, Dirk
    Nakagawa, Kazuo
    Asamura, Hisao
    EUROPEAN RESPIRATORY JOURNAL, 2014, 44 (02) : 483 - 494
  • [32] Small-size mass filter
    Garin, Sh.N.
    Pinkhasov, B.Kh.
    Fedorenko, Z.L.
    Pribory i Tekhnika Eksperimenta, 1996, (02): : 143 - 144
  • [33] EMBEDDING GRAPHS OF SMALL-SIZE
    WOZNIAK, M
    DISCRETE APPLIED MATHEMATICS, 1994, 51 (1-2) : 233 - 241
  • [34] Small-size Christmas tree
    Kurbanov, M.K.
    Kuliev, R.N.
    Gusejnova, Z.G.
    Aleskerov, A.K.
    Khimicheskoe i Neftekhimicheskoe Mashinostroenie, 1991, (07): : 3 - 4
  • [35] Reflectance of small-size optics
    Nosov, NN
    Twelfth Joint International Symposium on Atmospheric and Ocean Optics/Atmospheric Physics, Pts 1 and 2, 2005, 6160 : U404 - U413
  • [36] Early small-size violas
    Baumgartner, R
    STRAD, 1996, 107 (1280): : 1263 - 1263
  • [37] A SMALL-SIZE PULSE MODULATOR
    PANASYUK, VS
    SAMOSHENKOV, YK
    SIMANOVSKII, MF
    INSTRUMENTS AND EXPERIMENTAL TECHNIQUES, 1984, 27 (05) : 1057 - 1059
  • [38] Clinical evaluation of a pulmonary nodule detection system
    Buhmann, S
    Herzog, P
    Salganicoff, M
    Stoeckel, J
    Krishnan, A
    Wolf, M
    Shen, H
    Reiser, MF
    CARS 2005: Computer Assisted Radiology and Surgery, 2005, 1281 : 1143 - 1145
  • [39] Performance Evaluation of Geometric Feature Descriptors With Application to Classification of Small-Size Lung Nodules in Low Dose CT
    Farag, Amal A.
    PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON MULTIMEDIA TECHNOLOGY (ICMT-13), 2013, 84 : 32 - 39
  • [40] Evaluation of contrast enhancement filters for lung nodule detection
    Pereira, Carlos S.
    Mendonca, Ana Maria
    Campilho, Aurelio
    IMAGE ANALYSIS AND RECOGNITION, PROCEEDINGS, 2007, 4633 : 878 - 888
12345