메뉴 건너뛰기




Volumn 3, Issue 2, 2013, Pages 306-313

An integrated diabetic retinopathy index for the diagnosis of retinopathy using digital fundus image features

Author keywords

Computer Aided Diagnosis; Diabetic Retinopathy; Fundus Imaging; Index; Local Binary Pattern

Indexed keywords

ARTICLE; DIABETIC RETINOPATHY; DIABETIC RETINOPATHY INDEX; DIGITAL IMAGING; ENTROPY; EYE FUNDUS; HUMAN; IMAGE PROCESSING; NAMED INVENTORIES, QUESTIONNAIRES AND RATING SCALES; RETINA IMAGE;

EID: 84881233567     PISSN: 21567018     EISSN: 21567026     Source Type: Journal    
DOI: 10.1166/jmihi.2013.1165     Document Type: Article
Times cited : (22)

References (59)
  • 2
    • 40549123754 scopus 로고    scopus 로고
    • Automated identification of diabetic retinopathy stages using digital fundus images
    • J. Nayak, P. Bhat, U. R. Acharya, C. Lim, and M. Kagathi, Automated identification of diabetic retinopathy stages using digital fundus images. Journal of Medical Systems 32, 107 (2008).
    • (2008) Journal of Medical Systems , vol.32 , pp. 107
    • Nayak, J.1    Bhat, P.2    Acharya, U.R.3    Lim, C.4    Kagathi, M.5
  • 4
    • 79952454436 scopus 로고    scopus 로고
    • A decision support system for automatic screening of non-proliferative diabetic retinopathy
    • A. Reza and C. Eswaran, A decision support system for automatic screening of non-proliferative diabetic retinopathy. Journal of Medical Systems 35, 17 (2011).
    • (2011) Journal of Medical Systems , vol.35 , pp. 17
    • Reza, A.1    Eswaran, C.2
  • 5
    • 84871922209 scopus 로고    scopus 로고
    • Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach
    • M. R. K. Mookiah, U. R. Acharya, R. J. Martis, C. K. Chua, C. M. Lim, E. Y. K. Ng, and A. Laude, Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach. Knowledge-Based Systems 39, 9 (2013).
    • (2013) Knowledge-Based Systems , vol.39 , pp. 9
    • Mookiah, M.R.K.1    Acharya, U.R.2    Martis, R.J.3    Chua, C.K.4    Lim, C.M.5    Ng, E.Y.K.6    Laude, A.7
  • 7
    • 54949157749 scopus 로고    scopus 로고
    • Application of higher order spectra for the identification of diabetes retinopathy stages
    • U. R. Acharya, K. C. Chua, E. Y. K. Ng, W. Yu, and C. Chee, Application of higher order spectra for the identification of diabetes retinopathy stages. Journal of Medical Systems 32, 481 (2008).
    • (2008) Journal of Medical Systems , vol.32 , pp. 481
    • Acharya, U.R.1    Chua, K.C.2    Ng, E.Y.K.3    Yu, W.4    Chee, C.5
  • 8
  • 9
    • 3042568759 scopus 로고    scopus 로고
    • Simultaneous storage of medical images in the spatial and frequency domain: A comparative study
    • J. Nayak, P. S. Bhat, U. R. Acharya, and U. C. Niranjan, Simultaneous storage of medical images in the spatial and frequency domain: A comparative study. Biomedical Engineering Online 3, 17 (2004).
    • (2004) Biomedical Engineering Online , vol.3 , pp. 17
    • Nayak, J.1    Bhat, P.S.2    Acharya, U.R.3    Niranjan, U.C.4
  • 12
    • 84859351360 scopus 로고    scopus 로고
    • Application of non-linear and wavelet based features for the automated identification of epileptic EEG signals
    • S. J. S.
    • U. R. Acharya, V. S. Sree, A. P. C. Alvin, R. Yanti, and S. J. S., Application of non-linear and wavelet based features for the automated identification of epileptic EEG signals. International Journal of Neural Systems 22, 125002 (2012).
    • (2012) International Journal of Neural Systems , vol.22 , pp. 125002
    • Acharya, U.R.1    Sree, V.S.2    Alvin, A.P.C.3    Yanti, R.4
  • 14
    • 80053348045 scopus 로고    scopus 로고
    • Automatic detection of epileptic EEG signals using higher order cumulant features
    • U. R. Acharya, V. S. Sree, and J. S. Suri, Automatic detection of epileptic EEG signals using higher order cumulant features. International Journal of Neural Systems 21, 403 (2011).
    • (2011) International Journal of Neural Systems , vol.21 , pp. 403
    • Acharya, U.R.1    Sree, V.S.2    Suri, J.S.3
  • 23
    • 34250191083 scopus 로고    scopus 로고
    • Automated detection and differentiation of drusen, exudates, and cotton-wool spots in digital color fundus photographs for diabetic retinopathy diagnosis
    • M. Niemeijer, B. van Ginneken, S. R. Russell, M. S. A. Suttorp-Schulten, and M. D. Abrãmoff, Automated detection and differentiation of drusen, exudates, and cotton-wool spots in digital color fundus photographs for diabetic retinopathy diagnosis. Investigative Ophthalmology and Visual Science 48, 2260 (2007).
    • (2007) Investigative Ophthalmology and Visual Science , vol.48 , pp. 2260
    • Niemeijer, M.1    Van Ginneken, B.2    Russell, S.R.3    Suttorp-Schulten, M.S.A.4    Abrãmoff, M.D.5
  • 25
    • 79551603135 scopus 로고    scopus 로고
    • Optimal filter framework for automated, instantaneous detection of lesions in retinal images
    • G. Quellec, S. R. Russell, and M. D. Abra andmoff, Optimal filter framework for automated, instantaneous detection of lesions in retinal images. Medical Imaging, IEEE Transactions on 30, 523 (2011).
    • (2011) Medical Imaging, IEEE Transactions on , vol.30 , pp. 523
    • Quellec, G.1    Russell, S.R.2    Abra Andmoff, M.D.3
  • 26
    • 34047132926 scopus 로고    scopus 로고
    • Detection of lesions in retina photographs based on the wavelet transform. Engineering in medicine and biology society (2006), EMBS '06
    • September
    • G. Quellec, M. Lamard, P. M. Josselin, G. Cazuguel, B. Cochener, and C. Roux, Detection of lesions in retina photographs based on the wavelet transform. Engineering in medicine and biology society (2006), EMBS '06. 28th Annual International Conference of the IEEE, September (2006), pp. 2618-2621.
    • (2006) 28th Annual International Conference of the IEEE , pp. 2618-2621
    • Quellec, G.1    Lamard, M.2    Josselin, P.M.3    Cazuguel, G.4    Cochener, B.5    Roux, C.6
  • 28
    • 33845430530 scopus 로고    scopus 로고
    • An improved matched filter for blood vessel detection of digital retinal images
    • M. Al-Rawi, M. Qutaishat, and M. Arrar, An improved matched filter for blood vessel detection of digital retinal images. Comput. Biol. Med. 37, 262 (2007).
    • (2007) Comput. Biol. Med. , vol.37 , pp. 262
    • Al-Rawi, M.1    Qutaishat, M.2    Arrar, M.3
  • 29
    • 34948883369 scopus 로고    scopus 로고
    • Identification of different stages of diabetic retinopathy using retinal optical images
    • W. L. Yun, U. R. Acharya, Y. V. Venkatesh, C. Chee, L. C. Min, and E. Y. K. Ng, Identification of different stages of diabetic retinopathy using retinal optical images. Information Sciences 178, 106 (2008).
    • (2008) Information Sciences , vol.178 , pp. 106
    • Yun, W.L.1    Acharya, U.R.2    Venkatesh, Y.V.3    Chee, C.4    Min, L.C.5    Ng, E.Y.K.6
  • 30
    • 84864039609 scopus 로고    scopus 로고
    • An integrated index for the identification of diabetic retinopathy stages using texture parameters
    • U. R. Acharya, E. Y. K. Ng, J.-H. Tan, S. Vinitha Sree, and K.-H. Ng, An integrated index for the identification of diabetic retinopathy stages using texture parameters. Journal of Medical Systems 36, 2011 (2012).
    • (2012) Journal of Medical Systems , vol.36 , pp. 2011
    • Acharya, U.R.1    Ng, E.Y.K.2    Tan, J.-H.3    Vinitha Sree, S.4    Ng, K.-H.5
  • 31
    • 84861988204 scopus 로고    scopus 로고
    • Thyro-Screen system: High resolution ultrasound thyroid image characterization into benign and malignant classes using novel combination of texture and discrete wavelet transform
    • U. R. Acharya, O. Faust, S. Vinitha Sree, F. Molinari, and J. S. Suri, Thyro-Screen system: High resolution ultrasound thyroid image characterization into benign and malignant classes using novel combination of texture and discrete wavelet transform. Computer Methods and Programs in Biomedicine 107, 233 (2012).
    • (2012) Computer Methods and Programs in Biomedicine , vol.107 , pp. 233
    • Acharya, U.R.1    Faust, O.2    Vinitha Sree, S.3    Molinari, F.4    Suri, J.S.5
  • 32
    • 84856515484 scopus 로고    scopus 로고
    • Non-invasive automated 3D thyroid lesion classification in ultrasound: A class of Thyro Scan systems
    • U. R. Acharya, S. Vinitha Sree, M. R. K. Mookiah, F. Molinari, R. Garberoglio, and J. S. Suri, Non-invasive automated 3D thyroid lesion classification in ultrasound: A class of Thyro Scan systems. Ultrasonics 52, 508 (2012).
    • (2012) Ultrasonics , vol.52 , pp. 508
    • Acharya, U.R.1    Vinitha Sree, S.2    Mookiah, M.R.K.3    Molinari, F.4    Garberoglio, R.5    Suri, J.S.6
  • 38
    • 84861643378 scopus 로고    scopus 로고
    • Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features
    • M. R. K. Mookiah, U. R. Acharya, C. M. Lim, A. Petznick, and J. S. Suri, Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features. Know.-Based Syst. 33, 73 (2012).
    • (2012) Know.-Based Syst. , vol.33 , pp. 73
    • Mookiah, M.R.K.1    Acharya, U.R.2    Lim, C.M.3    Petznick, A.4    Suri, J.S.5
  • 39
    • 84872713159 scopus 로고    scopus 로고
    • Automated glaucoma detection using hybrid feature extraction in retinal fundus images
    • M. R. K. Mookiah and O. Faust, Automated glaucoma detection using hybrid feature extraction in retinal fundus images. Journal of Mechanics in Medicine and Biology 13, 1350011 (2013).
    • (2013) Journal of Mechanics in Medicine and Biology , vol.13 , pp. 1350011
    • Mookiah, M.R.K.1    Faust, O.2
  • 41
    • 84863197629 scopus 로고    scopus 로고
    • Statistical analysis of textural features for improved classification of oral histopathological images
    • M. R. K. Mookiah, P. Shah, C. Chakraborty, and A. K. Ray, Statistical analysis of textural features for improved classification of oral histopathological images. Journal of Medical Systems 36, 865 (2012).
    • (2012) Journal of Medical Systems , vol.36 , pp. 865
    • Mookiah, M.R.K.1    Shah, P.2    Chakraborty, C.3    Ray, A.K.4
  • 43
    • 80052918395 scopus 로고    scopus 로고
    • Automated diagnosis of oral cancer using higher order spectra features and local binary pattern: A comparative study
    • M. R. K. Mookiah, U. R. Acharya, C. Chandan, and R. Ajoy Kumar, Automated diagnosis of oral cancer using higher order spectra features and local binary pattern: A comparative study. Technology in Cancer Research and Treatement 10, 433 (2011).
    • (2011) Technology in Cancer Research and Treatement , vol.10 , pp. 433
    • Mookiah, M.R.K.1    Acharya, U.R.2    Chandan, C.3    Ajoy Kumar, R.4
  • 44
    • 80052875841 scopus 로고    scopus 로고
    • Textural characterization of histopathological images for oral submucous fibrosis detection
    • M. R. K. Mookiah, P. Shah, A. Choudhary, C. Chakraborty, R. R. Paul, and A. K. Ray, Textural characterization of histopathological images for oral submucous fibrosis detection. Tissue and Cell 43, 318 (2011).
    • (2011) Tissue and Cell , vol.43 , pp. 318
    • Mookiah, M.R.K.1    Shah, P.2    Choudhary, A.3    Chakraborty, C.4    Paul, R.R.5    Ray, A.K.6
  • 45
    • 78651591700 scopus 로고    scopus 로고
    • edited by S.-I. Ao, B. Rieger, and M. A. Amouzegar, Machine Learning and Systems Engineering, Lecture Notes in Electrical Engineering, Springer, Netherlands
    • A. Singh and B. Singh, Texture Features Extraction in Mammograms Using Non-Shannon Entropies, edited by S.-I. Ao, B. Rieger, and M. A. Amouzegar, Machine Learning and Systems Engineering, Lecture Notes in Electrical Engineering, Springer, Netherlands (2010), pp. 341-351.
    • (2010) Texture Features Extraction in Mammograms Using Non-Shannon Entropies , pp. 341-351
    • Singh, A.1    Singh, B.2
  • 46
    • 79960497803 scopus 로고    scopus 로고
    • Shannon and non-shannon measures of entropy for statistical texture feature extraction in digitized mammograms
    • October
    • P. A. P. Singh and B. Singh, Shannon and non-shannon measures of entropy for statistical texture feature extraction in digitized mammograms, Proceedings of the World Congress on Engineering and Computer Science, WCECS October (2009), Vol. II, pp. 1-6.
    • (2009) Proceedings of the World Congress on Engineering and Computer Science, WCECS , vol.II , pp. 1-6
    • Singh, P.A.P.1    Singh, B.2
  • 48
    • 84872497956 scopus 로고    scopus 로고
    • Machine learning approach for automated screening of malaria parasite using light microscopic images
    • D. K. Das, M. Ghosh, M. Pal, A. K. Maiti, and C. Chakraborty, Machine learning approach for automated screening of malaria parasite using light microscopic images. Micron 45, 97 (2013).
    • (2013) Micron , vol.45 , pp. 97
    • Das, D.K.1    Ghosh, M.2    Pal, M.3    Maiti, A.K.4    Chakraborty, C.5
  • 50
    • 84937655864 scopus 로고
    • Visual pattern recognition by moment invariants
    • M.-K. Hu, Visual pattern recognition by moment invariants. Information Theory, IRE Transactions on 8, 179 (1962).
    • (1962) Information Theory, IRE Transactions on , vol.8 , pp. 179
    • Hu, M.-K.1
  • 52
    • 79960179892 scopus 로고    scopus 로고
    • Brownian motion curve-based textural classification and its application in cancer diagnosis
    • M. R. K. Mookiah, P. Shah, C. Chakraborty, and A. K. Ray, Brownian motion curve-based textural classification and its application in cancer diagnosis. Anal. Quant. Cytol. Histol. 33, 158 (2011).
    • (2011) Anal. Quant. Cytol. Histol. , vol.33 , pp. 158
    • Mookiah, M.R.K.1    Shah, P.2    Chakraborty, C.3    Ray, A.K.4
  • 53
    • 0029804074 scopus 로고    scopus 로고
    • Automatic detection of diabetic retinopathy using an artificial neural network: A screening tool
    • G. G. Gardner, D. Keating, T. H. Williamson, and A. T. Elliott, Automatic detection of diabetic retinopathy using an artificial neural network: A screening tool. Br. J. Ophthalmol. 80, 940 (1996).
    • (1996) Br. J. Ophthalmol. , vol.80 , pp. 940
    • Gardner, G.G.1    Keating, D.2    Williamson, T.H.3    Elliott, A.T.4
  • 56
    • 0842287204 scopus 로고    scopus 로고
    • Automated detection of diabetic retinopathy in digital retinal images: A tool for diabetic retinopathy screening
    • D. Usher, M. Dumskyj, M. Himaga, T. H. Williamson, S. Nussey, and J. Boyce, Automated detection of diabetic retinopathy in digital retinal images: A tool for diabetic retinopathy screening. Diabetic Medicine 21, 84 (2004).
    • (2004) Diabetic Medicine , vol.21 , pp. 84
    • Usher, D.1    Dumskyj, M.2    Himaga, M.3    Williamson, T.H.4    Nussey, S.5    Boyce, J.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.