Multifractal analysis of dynamic infrared imaging of breast cancer

被引:29
作者
Gerasimova, E. [1 ]
Audit, B. [2 ,3 ]
Roux, S. G. [2 ,3 ]
Khalil, A. [4 ]
Argoul, F. [2 ,3 ]
Naimark, O. [1 ]
Arneodo, A. [2 ,3 ]
机构
[1] Inst Continuous Media Mech UB RAS, Perm 614013, Russia
[2] ENS Lyon, CNRS, Lab Phys, F-69007 Lyon, France
[3] Univ Lyon, F-96000 Lyon, France
[4] Univ Maine, Dept Math & Stat, Orono, ME 04469 USA
关键词
FORMALISM; INTERMITTENCY; THERMOGRAPHY; TURBULENCE; BEHAVIOR; SIGNALS;
D O I
10.1209/0295-5075/104/68001
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The wavelet transform modulus maxima (WTMM) method was used in a multifractal analysis of skin breast temperature time-series recorded using dynamic infrared (IR) thermography. Multifractal scaling was found for healthy breasts as the signature of a continuous change in the shape of the probability density function (pdf) of temperature fluctuations across time scales from similar to 0.3 to 3 s. In contrast, temperature time-series from breasts with malignant tumors showed homogeneous monofractal temperature fluctuations statistics. These results highlight dynamic IR imaging as a very valuable non-invasive technique for preliminary screening in asymptomatic women to identify those with risk of breast cancer. Copyright (C) EPLA, 2013
引用
收藏
页数:6
相关论文
共 55 条
[1]  
AMALU W. C., BIOMEDICAL ENG HDB
[2]   Detection of cancerous breasts by dynamic area telethermometry [J].
Anbar, M ;
Milescu, L ;
Naumov, A ;
Brown, C ;
Button, T ;
Carty, C ;
AlDulaimi, K .
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 2001, 20 (05) :80-91
[3]  
[Anonymous], 2001, Image Anal Stereol
[4]   Towards log-normal statistics in high Reynolds number turbulence [J].
Arneodo, A ;
Manneville, S ;
Muzy, JF .
EUROPEAN PHYSICAL JOURNAL B, 1998, 1 (01) :129-140
[5]   THE THERMODYNAMICS OF FRACTALS REVISITED WITH WAVELETS [J].
ARNEODO, A ;
BACRY, E ;
MUZY, JF .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 1995, 213 (1-2) :232-275
[6]   A wavelet-based method for multifractal image analysis:: From theoretical concepts to experimental applications [J].
Arnéodo, A ;
Decoster, N ;
Kestener, P ;
Roux, SG .
ADVANCES IN IMAGING AND ELECTRON PHYSICS, VOL 126, 2003, 126 :1-92
[7]   Direct causal cascade in the stock market [J].
Arneodo, A ;
Muzy, JF ;
Sornette, D .
EUROPEAN PHYSICAL JOURNAL B, 1998, 2 (02) :277-282
[8]  
Arneodo A., 2008, Scholarpedia, V3, P4103, DOI DOI 10.4249/SCHOLARPEDIA.4103
[9]  
Arneodo A., 2002, The science of disasters: climate disruptions, heart attacks, and market crashes, P26
[10]   Multi-scale coding of genomic information: From DNA sequence to genome structure and function [J].
Arneodo, Alain ;
Vaillant, Cedric ;
Audit, Benjamin ;
Argoul, Francoise ;
d'Aubenton-Carafa, Yves ;
Thermes, Claude .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2011, 498 (2-3) :45-188