Texture analysis of MR images of minocycline treated NIS patients

被引:0
|
作者
Zhang, YY
Zhu, HM
Ferrari, R
Wei, YC
Eliasziw, M
Metz, LM
Mitchell, JR
机构
[1] Univ Calgary, Dept Med Sci, Calgary, AB T2N 1N4, Canada
[2] Univ Calgary, Foothills Med Ctr, Dept Radiol, Calgary, AB T2N 2T9, Canada
[3] Univ Calgary, Foothills Med Ctr, Dept Clin Neurosci, Calgary, AB T2N 2T9, Canada
[4] Foothills Med Ctr, Seaman Family MR Res Ctr, Calgary, AB T2N 2T9, Canada
关键词
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Texture analysis was applied to 3T brain MR images of 5 relapsing remitting MS patients before and after minocycline treatment. Texture features were used to quantify pathological changes that may be undetectable by conventional MR techniques. Active, inactive lesions and NAWM were chosen from MR images of MS patients one month before and six months after treatment. Texture features changed in all of the selected ROIs. Texture change in active lesions was greater than that in inactive lesions and NAWM. There was close relationship between texture changes in active lesions and NAWM. This preliminary work suggests that it may be possible to predict therapeutic response of MS patients using MRI texture analysis.
引用
收藏
页码:786 / 793
页数:8
相关论文
共 50 条
  • [21] Texture analysis of medical images
    Castellano, G
    Bonilha, L
    Li, LM
    Cendes, F
    CLINICAL RADIOLOGY, 2004, 59 (12) : 1061 - 1069
  • [22] TEXTURE ANALYSIS OF CT IMAGES
    MIR, AH
    HANMANDLU, M
    TANDON, SN
    IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 1995, 14 (06): : 781 - 786
  • [23] Texture Analysis Assessment for Images
    Titijaroonroj, Taravichet
    Kaewaramsri, Yothin
    Suttapakti, Ungsumalee
    Woraratpanya, Kuntpong
    Kuroki, Yoshimitsu
    PROCEEDINGS OF 2016 8TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE), 2016,
  • [24] Structural brain asymmetry as revealed by 3D texture analysis of anatomical MR images
    Kovalev, Vassili A.
    Kruggel, Frithjof
    Von Cramon, D. Yves
    Proceedings - International Conference on Pattern Recognition, 2002, 16 (01): : 808 - 811
  • [25] Structural brain asymmetry as revealed by 3D texture analysis of anatomical MR images
    Kovalev, VA
    Kruggel, F
    von Cramon, DY
    16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL I, PROCEEDINGS, 2002, : 808 - 811
  • [26] Malignancy Characterization of Hepatocellular Carcinomas Based on Texture Analysis of Contrast-Enhanced MR Images
    Zhou, Wu
    Zhang, Lijuan
    Wang, Kaixin
    Chen, Shuting
    Wang, Guangyi
    Liu, Zaiyi
    Liang, Changhong
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2017, 45 (05) : 1476 - 1484
  • [27] Lateral ventricle texture analysis in alzheimer brain mr images using kernel density estimation
    Sadhukhan D.
    Veluppal A.
    Ramaniharan A.K.
    Swaminathan R.
    Biomedical Sciences Instrumentation, 2021, 57 (02): : 241 - 246
  • [28] Texture analysis of high-resolution MR images: A technique to evaluate osteoporotic bone structure
    Langenberger, H
    Rotter, M
    Berg, A
    Grampp, SD
    Imhof, H
    Moser, EV
    RADIOLOGY, 2001, 221 : 115 - 115
  • [29] Texture analysis on MR images helps predicting non-response to NAC in breast cancer
    Michoux, N.
    Van den Broeck, S.
    Lacoste, L.
    Fellah, L.
    Galant, C.
    Berliere, M.
    Leconte, I.
    BMC CANCER, 2015, 15
  • [30] Texture analysis on MR images helps predicting non-response to NAC in breast cancer
    N. Michoux
    S. Van den Broeck
    L. Lacoste
    L. Fellah
    C. Galant
    M. Berlière
    I. Leconte
    BMC Cancer, 15