Novel algorithm of processing optical coherence tomography images for differentiation of biological tissue pathologies

被引:63
|
作者
Turchin, IV
Sergeeva, EA
Dolin, LS
Kamensky, VA
Shakhova, NM
Richards-Kortum, R
机构
[1] RAS, Inst Appl Phys, Dept Nonlinear Dynam & Opt, Nizhnii Novgorod 603950, Province, Russia
[2] Univ Texas, Dept Biomed Engn, Austin, TX 78712 USA
基金
俄罗斯基础研究基金会;
关键词
scattering; optical properties; tissue; optical coherence tomography; genetic algorithm; radiative transfer equation; inverse problem;
D O I
10.1117/1.2137670
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A numerical algorithm based on a small- angle approximation of the radiative transfer equation ( RTE ) is developed to reconstruct scattering characteristics of biological tissues from optical coherence tomography ( OCT ) images. According to the algorithm, biological tissue is considered to be a layered random medium with a set of scattering parameters in each layer: total scattering coefficient, variance of a small- angle scattering phase function, and probability of backscattering, which fully describe the OCT signal behavior versus probing depth. The reconstruction of the scattering parameters is performed by their variation to fit the experimental OCT signal by the theoretical one using a time- saving genetic algorithm. The proposed reconstruction procedure is tested on model media with known scattering parameters. The possibility to estimate scattering parameters from OCT images is studied for various regimes of OCT signal decay. The developed algorithm is applied to reconstruct optical characteristics of epithelium and stroma for normal cervical tissue and its pathologies, and the potential to distinguish between the types of pathological changes in epithelial tissue by its OCT images is demonstrated. (C) 2005 Society of Photo- Optical Instrumentation Engineers.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Rapid acquisition of in vivo biological images by use of optical coherence tomography
    Tearney, GJ
    Bouma, BE
    Boppart, SA
    Golubovic, B
    Swanson, EA
    Fujimoto, JG
    OPTICS LETTERS, 1996, 21 (17) : 1408 - 1410
  • [22] A Novel Noise Reduction Method for Optical Coherence Tomography Images
    Liu, Xiaoming
    Yang, Zhou
    Wang, Jia
    2016 9TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2016), 2016, : 167 - 171
  • [23] Texture analysis of speckle in optical coherence tomography images of tissue phantoms
    Gossage, KW
    Smith, CM
    Kanter, EM
    Hariri, LP
    Stone, AL
    Rodriguez, JJ
    Williams, SK
    Barton, JK
    ADVANCED BIOMEDICAL AND CLINICAL DIAGNOSTIC SYSTEMS II, 2004, 5318 : 140 - 150
  • [24] Automated classification of optical coherence tomography images of human atrial tissue
    Gan, Yu
    Tsay, David
    Amir, Syed B.
    Marboe, Charles C.
    Hendon, Christine P.
    JOURNAL OF BIOMEDICAL OPTICS, 2016, 21 (10)
  • [25] Evaluation of segmentation algorithms for optical coherence tomography images of ovarian tissue
    Sawyer, Travis W.
    Rice, Photini F. S.
    Sawyer, David M.
    Koevary, Jennifer W.
    Barton, Jennifer K.
    DIAGNOSIS AND TREATMENT OF DISEASES IN THE BREAST AND REPRODUCTIVE SYSTEM IV, 2018, 10472
  • [26] Detection of Atherosclerotic vascular tissue from Optical Coherence Tomography Images
    Prakash, Ammu
    Hewko, Mark
    Sowa, Mike
    Sherif, Sherif
    PHOTONICS NORTH 2012, 2012, 8412
  • [27] Texture, analysis of optical coherence tomography images: feasibility for tissue classification
    Gossage, KW
    Tkaczyk, TS
    Rodriguez, JJ
    Barton, JK
    JOURNAL OF BIOMEDICAL OPTICS, 2003, 8 (03) : 570 - 575
  • [28] Speckle reduction in optical coherence tomography images using tissue viscoelasticity
    Kennedy, Brendan F.
    Curatolo, Andrea
    Hillman, Timothy R.
    Saunders, Christobel M.
    Sampson, David D.
    JOURNAL OF BIOMEDICAL OPTICS, 2011, 16 (02)
  • [29] Texture analysis of speckle in optical coherence tomography images of tissue phantoms
    Gossage, KW
    Smith, CM
    Kanter, EM
    Hariri, LP
    Stone, AL
    Rodriguez, JJ
    Williams, SK
    Barton, JK
    PHYSICS IN MEDICINE AND BIOLOGY, 2006, 51 (06): : 1563 - 1575
  • [30] Evaluation of segmentation algorithms for optical coherence tomography images of ovarian tissue
    Sawyer, Travis W.
    Rice, Photini F. S.
    Sawyer, David M.
    Koevary, Jennifer W.
    Barton, Jennifer K.
    JOURNAL OF MEDICAL IMAGING, 2019, 6 (01)