UJA-3DFD: A program to compute the 3D fractal dimension from MRI data

被引：20
|
作者：
Ruiz de Miras, J. [1 ]
Navas, J. [2 ]
Villoslada, P. [3 ]
Esteban, F. J. [4 ]
机构：
[1] Univ Jaen, Dept Comp Sci, Jaen 23071, Spain
[2] Univ Jaen, Dept Math, Jaen 23071, Spain
[3] Hosp Clin IDIBAPS, Dept Neurol, Barcelona, Spain
[4] Univ Jaen, Dept Expt Biol, Jaen 23071, Spain
来源：
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE | 2011年 / 104卷 / 03期
关键词：
Fractal dimension; 3D box counting; Magnetic-resonance imaging; WHITE-MATTER; HETEROGENEITY; COMPLEXITY; SURFACE; IMAGES;
D O I：
10.1016/j.cmpb.2010.08.015
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
This work presents a computer program for computing the 3D fractal dimension (3DFD) from magnetic-resonance images of the brain. The program is based on an algorithm that calculates the 3D box counting of the entire volume of the brain, and also of its 3D skeletonization. The validity and accuracy of the software has been confirmed using solids with well-known 3DFD values. The usefulness of the program developed is demonstrated by its successful characterization of several neurodegenerative diseases. (C) 2010 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码：452 / 460
页数：9
相关论文
共 50 条
  • [1] A Web platform for the interactive visualization and analysis of the 3D fractal dimension of MRI data
    Jimenez, J.
    Lopez, A. M.
    Cruz, J.
    Esteban, F. J.
    Navas, J.
    Villoslada, P.
    Ruiz de Miras, J.
    [J]. JOURNAL OF BIOMEDICAL INFORMATICS, 2014, 51 : 176 - 190
  • [2] FRACTAL DIMENSION OF 3D ISING DROPLETS
    WANG, JS
    STAUFFER, D
    [J]. ZEITSCHRIFT FUR PHYSIK B-CONDENSED MATTER, 1990, 78 (01): : 145 - 146
  • [3] Algorithm Programming for 3D Fractal Dimension Evaluation
    Bartres, A.
    Oliver, S.
    Pellicer, B.
    Oliver, L.
    Campo, V.
    Barrios, M.
    Arana, E.
    Gonzalez, V.
    [J]. 2016 GLOBAL MEDICAL ENGINEERING PHYSICS EXCHANGES/PAN AMERICAN HEALTH CARE EXCHANGES (GMEPE/PAHCE), 2016,
  • [4] Phase transitions in 3D gravity and fractal dimension
    Xi Dong
    Shaun Maguire
    Alexander Maloney
    Henry Maxfield
    [J]. Journal of High Energy Physics, 2018
  • [5] Characterizing 3D Shapes Using Fractal Dimension
    Backes, Andre Ricardo
    Eler, Danilo Medeiros
    Minghim, Rosane
    Bruno, Odemir Martinez
    [J]. PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, 2010, 6419 : 14 - +
  • [6] 3D fractal dimension of fat crystal networks
    Tang, Dongming
    Marangoni, Alejandro G.
    [J]. CHEMICAL PHYSICS LETTERS, 2006, 433 (1-3) : 248 - 252
  • [7] Phase transitions in 3D gravity and fractal dimension
    Dong, Xi
    Maguire, Shaun
    Maloney, Alexander
    Maxfield, Hentry
    [J]. JOURNAL OF HIGH ENERGY PHYSICS, 2018, (05):
  • [8] CLASSIFICATION OF STRUCTURAL MRI IMAGES IN ADHD USING 3D FRACTAL DIMENSION COMPLEXITY MAP
    Wang, Tianyi
    Kamata, Sei-ichiro
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2019, : 215 - 219
  • [9] Fast computation of fractal dimension for 2D, 3D and 4D data
    Ruiz de Miras, J.
    Posadas, M. A.
    Ibanez-Molina, A. J.
    Soriano, M. F.
    Iglesias-Parro, S.
    [J]. JOURNAL OF COMPUTATIONAL SCIENCE, 2023, 66
  • [10] 3D fractal dimension measurement of smooth engineering surfaces
    Li, CG
    Dong, S
    Li, D
    [J]. PRECISION ENGINEERING, NANOTECHNOLOGY, VOL. 2, 1999, : 188 - 191
12345