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
[51]   Revisiting multifractality of high-resolution temporal rainfall using a wavelet-based formalism [J].
Venugopal, V. ;
Roux, Stephane G. ;
Foufoula-Georgiou, Efi ;
Arneodo, Alain .
WATER RESOURCES RESEARCH, 2006, 42 (06)
[52]  
VINITHA SREE S., 2009, J MED SYST, V35, P79
[53]   Biothermomechanical behavior of skin tissue [J].
Xu, F. ;
Lu, T. J. ;
Seffen, K. A. .
ACTA MECHANICA SINICA, 2008, 24 (01) :1-23
[54]  
Yahara T, 2003, SURG TODAY, V33, P243
[55]  
Yokoe T., 1990, BIOMED THERMOL, V12, P60