Vertebral shape: Automatic measurement with active shape models

被引:86
|
作者
Smyth, PP
Taylor, CJ
Adams, JE
机构
[1] Univ Manchester, Dept Med Biophys, Manchester M13 9PT, Lancs, England
[2] Univ Manchester, Dept Diagnost Radiol, Manchester M13 9PT, Lancs, England
关键词
bones; absorptiometry; computers; diagnostic aid; images; analysis; interpretation;
D O I
10.1148/radiology.211.2.r99ma40571
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
The shape and appearance of the : spine on lateral dual x-ray absorptiometry scans were statistically modeled. To measure vertebral shape accurately, rapidly, and automatically with a computer, this trained model was matched to findings on previously unseen scans. The technique obtained entire shape information, was faster than manual analysis, and was as accurate as human observers in the measurement of vertebral shape.
引用
收藏
页码:571 / 578
页数:8
相关论文
共 50 条
  • [21] Oriented Active Shape Models
    Liu, Jiamin
    Udupa, Jayaram K.
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2009, 28 (04) : 571 - 584
  • [22] Fractal active shape models
    Manousopoulos, Polychronis
    Drakopoulos, Vassileios
    Theoharis, Theoharis
    COMPUTER ANALYSIS OF IMAGES AND PATTERNS, PROCEEDINGS, 2007, 4673 : 645 - 652
  • [23] Adaptive automatic shape measurement system
    Pirga, M
    Kujawinska, M
    OPTICAL INSPECTION AND MICROMEASUREMENTS, 1996, 2782 : 344 - 353
  • [24] Robust active shape models: A robust, generic and simple automatic segmentation tool
    Abi-Nahed, Julien
    Jolly, Marie-Pierre
    Yang, Guang-Zhong
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2006, PT 2, 2006, 4191 : 1 - 8
  • [25] Automatic Optical Phase Identification of Microdrill Bits Using Active Shape Models
    Duan, Guifang
    Chen, Yen-Wei
    Sukekawa, Takeshi
    I2MTC: 2009 IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-3, 2009, : 1595 - +
  • [26] Automatic object segmentation using active shape models with enhancing feature salience
    Jiang, M
    He, GM
    Gan, ZH
    2005 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS, VOLS 1 AND 2, PROCEEDINGS: VOL 1: COMMUNICATION THEORY AND SYSTEMS, 2005, : 842 - 846
  • [27] Evaluating Active Shape Models for eye-shape classification
    Bhat, Sheethal
    Savvides, Marios
    2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, : 5228 - 5231
  • [28] Identification and classification of apple shape based on active shape models
    Cai, Jianrong
    Xu, Yueming
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2006, 22 (06): : 123 - 126
  • [29] Automatic initialization of an active shape model of the prostate
    Casio, F. Arambula
    MEDICAL IMAGE ANALYSIS, 2008, 12 (04) : 469 - 483
  • [30] ACTIVE SHAPE MODELS - THEIR TRAINING AND APPLICATION
    COOTES, TF
    TAYLOR, CJ
    COOPER, DH
    GRAHAM, J
    COMPUTER VISION AND IMAGE UNDERSTANDING, 1995, 61 (01) : 38 - 59