• Laser & Optoelectronics Progress
  • Vol. 58, Issue 8, 0800002 (2021)
Mingzhu Zhao1, Yan Zhang1、2、*, and Yingyan Zhu1
Author Affiliations
  • 1College of Big Data and Information Engineering, Guizhou University, Guiyang,Guizhou 550025, China
  • 2Research Center of Nondestructive Testing for Agricultural Products, Guiyang University, Guiyang, Guizhou 550005,China
  • show less
    DOI: 10.3788/LOP202158.0800002 Cite this Article Set citation alerts
    Mingzhu Zhao, Yan Zhang, Yingyan Zhu. Research Progress of Early Disease Detection Technology Based on Infrared Thermography[J]. Laser & Optoelectronics Progress, 2021, 58(8): 0800002 Copy Citation Text show less
    References

    [1] Wang F. The thinking of the precise clinical nursing positioning in the precision medicine[J]. Chinese General Practice Nursing, 15, 1043-1045(2017).

    [2] Zhang L, Guo H J, Li Z B. Application of medical infrared thermal imaging in the diagnosis of human internal focus[J]. Infrared Physics & Technology, 101, 127-132(2019). http://www.sciencedirect.com/science/article/pii/S1350449519301409

    [3] Li H J. Infrared imaging detection and traditional Chinese medicine[M](2015).

    [4] Lloyd Williams K, Lloyd Williams F J, Handley R S. Infrared thermometry in the diagnosis of breast disease[J]. The Lancet, 278, 1378-1381(1961).

    [5] Amalric R, Giraud D, Altschuler C et al. Does infrared thermography truly have a role in present-day breast cancer management?[J]. Progress in Clinical and Biological Research, 107, 269-278(1982). http://www.ncbi.nlm.nih.gov/pubmed/7167485

    [6] Sarigoz T, Ertan T, Topuz O et al. Role of digital infrared thermal imaging in the diagnosis of breast mass: a pilot study: diagnosis of breast mass by thermography[J]. Infrared Physics & Technology, 91, 214-219(2018).

    [7] Wang H X, Dong H, Zhou Z Q. Review on dim small target detection technologies in infrared single frame images[J]. Laser & Optoelectronics Progress, 56, 080001(2019).

    [8] Godoy S E, Hayat M M, Ramirez D A et al. Detection theory for accurate and non-invasive skin cancer diagnosis using dynamic thermal imaging[J]. Biomedical Optics Express, 8, 2301-2323(2017). http://www.ncbi.nlm.nih.gov/pubmed/28736673

    [12] Baic A, Kasprzyk T, Rżany M et al. Can we use thermal imaging to evaluate the effects of carpal tunnel syndrome surgical decompression?[J]. Medicine, 96, e7982(2017). http://pubmedcentralcanada.ca/pmcc/articles/PMC5626262/

    [13] Liu Z Q, Wang C. Method and apparatus for thermal radiation imaging: US6023637[P](2000).

    [14] Jin C, Yang Y, Xue Z J et al. Clinical research of knee osteoarthritis screening based on infrared thermography[J]. Beijing Biomedical Engineering, 33, 456-462(2014).

    [15] Huang B C, Chen H, Nie X. The recognition of mammography tumor infrared image based on fuzzy C-means[J]. Journal of Guangxi University (Natural Science Edition), 43, 1827-1835(2018).

    [16] Cheng B M, Wu H B, Yin L et al. Application of infrared thermal imaging technology in the thought of “treatment of disease” in traditional Chinese medicine[J]. Infrared, 40, 29-34(2019).

    [17] Sun L P, Wang R X, Zhang Y L. Early diagnosis of lacunar infarction by infrared thermography: report of 2 cases[J]. Journal of Chinese Modern Imaging, 4, 687(2007).

    [18] Yao X L, Wei W, Li J J et al. A comparison of mammography, ultrasonography, and far-infrared thermography with pathological results in screening and early diagnosis of breast cancer[J]. Asian Biomedicine, 8, 11-19(2014). http://www.degruyter.com/view/j/abm.2014.8.issue-1/1905-7415.0801.257/1905-7415.0801.257.xml?format=INT

    [19] Tao C S B, Dong F, Wang D C et al. Diagnostic test for detection of cervical lymph node metastasis from oral squamous cell carcinoma via infrared thermal imaging[J]. Journal of Peking University (Health Sciences), 51, 959-963(2019).

    [20] Li H, Zhang L M, Jiang M R et al. An infrared and visible image fusion algorithm based on ResNet152[J]. Laser & Optoelectronics Progress, 57, 081013(2020).

    [21] Mi B H, Hong W X, Song J L et al. Myocardial ischemia pre-diagnosis method based on infrared thermal imaging and BP neural network[J]. Laser & Optoelectronics Progress, 56, 011101(2019).

    [22] Ma L, Han M, Sun J H. Application of medical infrared thermography in fever screening[J]. China Medical Devices, 34, 169-172(2019).

    [23] LeCun Y, Bengio Y, Hinton G. Deep learning[J]. Nature, 521, 436-444(2015).

    [24] Yin Q L, Wang J W. Summarizes the application of deep learning in the field of image processing[J]. Journal of Higher Education, 72-74(2018).

    [25] Sun Z Y, Lu C X, Shi Z Z et al. Research and advances on deep learning[J]. Computer Science, 43, 1-8(2016).

    [26] Wang X G. Deep learning in image recognition[J]. Communications of the China Computer Federation, 11, 15-21(2015).

    [27] Mohamed A A, Berg W A, Peng H et al. A deep learning method for classifying mammographic breast density categories[J]. Medical Physics, 45, 314-321(2018).

    [28] Sajid S, Hussain S, Sarwar A. Brain tumor detection and segmentation in MR images using deep learning[J]. Arabian Journal for Science and Engineering, 44, 9249-9261(2019). http://link.springer.com/article/10.1007/s13369-019-03967-8

    [29] Hou L. Detection of breast cancer with infrared thermal images based on AdaBoost and deep learning[D]. Wuhan: Huazhong University of Science and Technology(2017).

    [30] Wu S L, Chen L, Zeng T. Knee infrared image classification of knee arthritis patients based on convolutional neural networks[J]. Journal of China University of Metrology, 30, 185-190(2019).

    [31] Niu X M, Lü X Q, Gu Y et al. Breast cancer histopathological image classification based on improved ResNeXt[J]. Laser & Optoelectronics Progress, 57, 221021(2020).

    [32] Ekici S, Jawzal H. Breast cancer diagnosis using thermography and convolutional neural networks[J]. Medical Hypotheses, 137, 109542(2020). http://www.ncbi.nlm.nih.gov/pubmed/31901878

    Mingzhu Zhao, Yan Zhang, Yingyan Zhu. Research Progress of Early Disease Detection Technology Based on Infrared Thermography[J]. Laser & Optoelectronics Progress, 2021, 58(8): 0800002
    Download Citation