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 26 条
  • [1] BECK JR, 1986, ARCH PATHOL LAB MED, V110, P13
  • [2] BLACK DM, 1991, J BONE MINER RES, V6, P883
  • [3] Vertebral morphometry studies using dual-energy x-ray absorptiometry
    Blake, GM
    Rea, JA
    Fogelman, I
    [J]. SEMINARS IN NUCLEAR MEDICINE, 1997, 27 (03) : 276 - 290
  • [4] ACTIVE SHAPE MODELS - THEIR TRAINING AND APPLICATION
    COOTES, TF
    TAYLOR, CJ
    COOPER, DH
    GRAHAM, J
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 1995, 61 (01) : 38 - 59
  • [5] COOTES TF, 1994, IMAGE VISION COMPUT, V12, P276
  • [6] COOTES TF, 1904, 5 BRIT MACH VIS C MA, P327
  • [7] EPIDEMIOLOGY OF OSTEOPOROSIS AND OSTEOPOROTIC FRACTURES
    CUMMINGS, SR
    KELSEY, JL
    NEVITT, MC
    ODOWD, KJ
    [J]. EPIDEMIOLOGIC REVIEWS, 1985, 7 : 178 - 208
  • [8] REVISABLE CRITERIA FOR VERTEBRAL DEFORMITY
    DAVIES, KM
    RECKER, RR
    HEANEY, RP
    [J]. OSTEOPOROSIS INTERNATIONAL, 1993, 3 (05) : 265 - 270
  • [9] EASTELL R, 1991, J BONE MINER RES, V6, P207
  • [10] Efron B., 1982, SOC IND APPL MATH CB, V38, DOI [DOI 10.1137/1.9781611970319, 10.1137/1.9781611970319]