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Volumn 0, Issue , 2016, Pages 337-342

Skin lesion segmentation in clinical images using deep learning

Author keywords

Convolutional neural network; Deep learning; Medical image segmentation; Melanoma; Skin cancer

Indexed keywords

CONVOLUTION; DEEP LEARNING; DEEP NEURAL NETWORKS; DERMATOLOGY; DIAGNOSIS; DISEASES; IMAGE ANALYSIS; MEDICAL IMAGING; NEURAL NETWORKS; ONCOLOGY; PATTERN RECOGNITION;

EID: 85019110482     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2016.7899656     Document Type: Conference Paper
Times cited : (168)

References (24)
  • 1
    • 0003964363 scopus 로고    scopus 로고
    • American Cancer Society, American Cancer Society, Atlanta, GA, USA, 2016
    • American Cancer Society, "Cancer Facts & Figures 2016, " American Cancer Society, Atlanta, GA, USA, 2016.
    • (2016) Cancer Facts & Figures
  • 2
    • 85009142740 scopus 로고    scopus 로고
    • Skincancer. org
    • Skincancer. org, "Melanoma-SkinCancer. org, " 2016. [Online]. Available: http: //www. skincancer. org/skin-cancer-information/.
    • (2016) Melanoma-SkinCancer. Org
  • 5
    • 0032415609 scopus 로고    scopus 로고
    • Epiluminescence microscopy for the diagnosis of doubtful melanocytic skin lesions: Comp. of the abcd rule of dermatoscopy and a new 7-point checklist based on pattern analysis
    • G. Argenziano, G. Fabbrocini, P. Carli, V. De Giorgi, E. Sammarco, and M. Delfino, "Epiluminescence microscopy for the diagnosis of doubtful melanocytic skin lesions: comp. of the abcd rule of dermatoscopy and a new 7-point checklist based on pattern analysis, " Archives of Dermatology, vol. 134, no. 12, pp. 1563-1570, 1998.
    • (1998) Archives of Dermatology , vol.134 , Issue.12 , pp. 1563-1570
    • Argenziano, G.1    Fabbrocini, G.2    Carli, P.3    De Giorgi, V.4    Sammarco, E.5    Delfino, M.6
  • 6
    • 70349414488 scopus 로고    scopus 로고
    • Overview of advanced computer vision systems for skin lesions characterization
    • I. Maglogiannis and C. Doukas, "Overview of Advanced Computer Vision Systems for Skin Lesions Characterization, " IEEE Transactions on Information Technology in Biomedicine, vol. 13, no. 5, pp. 721-733, 2009.
    • (2009) IEEE Transactions on Information Technology in Biomedicine , vol.13 , Issue.5 , pp. 721-733
    • Maglogiannis, I.1    Doukas, C.2
  • 7
    • 84869084264 scopus 로고    scopus 로고
    • Computerized analysis of pigmented skin lesions: A review
    • K. Korotkov and R. Garcia, "Computerized analysis of pigmented skin lesions: A review, " Artificial intel. in medicine, pp. 69-90, 2012.
    • (2012) Artificial Intel. in Medicine , pp. 69-90
    • Korotkov, K.1    Garcia, R.2
  • 10
    • 84897374395 scopus 로고    scopus 로고
    • Segmentation of skin lesions from digital images using joint statistical texture distinctiveness
    • J. Glaister, A. Wong, and D. A. Clausi, "Segmentation of Skin Lesions From Digital Images Using Joint Statistical Texture Distinctiveness, " IEEE Transactions on Biomedical Engineering, vol. 61, pp. 1220-1230, 2014.
    • (2014) IEEE Transactions on Biomedical Engineering , vol.61 , pp. 1220-1230
    • Glaister, J.1    Wong, A.2    Clausi, D.A.3
  • 13
    • 79960055874 scopus 로고    scopus 로고
    • Automated prescreening of pigmented skin lesions using standard cameras
    • Elsevier
    • P. G. Cavalcanti and J. Scharcanski, "Automated prescreening of pigmented skin lesions using standard cameras, " Computerized Medical Imaging and Graphics, Elsevier, no. 6, pp. 481-491, 2011.
    • (2011) Computerized Medical Imaging and Graphics , Issue.6 , pp. 481-491
    • Cavalcanti, P.G.1    Scharcanski, J.2
  • 14
    • 84879943225 scopus 로고    scopus 로고
    • MSIM: Multistage illumination modeling of dermatological photographs for illumination-corrected skin lesion analysis
    • J. Glaister, R. Amelard, A. Wong, and D. A. Clausi, "MSIM: Multistage Illumination Modeling of Dermatological Photographs for Illumination-Corrected Skin Lesion Analysis, " IEEE Transactions on Biomedical Engineering, vol. 60, pp. 1873-1883, 2013.
    • (2013) IEEE Transactions on Biomedical Engineering , vol.60 , pp. 1873-1883
    • Glaister, J.1    Amelard, R.2    Wong, A.3    Clausi, D.A.4
  • 15
    • 84910651844 scopus 로고    scopus 로고
    • Deep learning in neural networks: An overview
    • J. Schmidhuber, "Deep learning in neural networks: An overview, " Neural Networks, vol. 61, pp. 85-117, 2015.
    • (2015) Neural Networks , vol.61 , pp. 85-117
    • Schmidhuber, J.1
  • 16
    • 84903724014 scopus 로고    scopus 로고
    • Deep learning: Methods and applications
    • L. Deng and D. Yu, "Deep Learning: Methods and Applications, " Found. Trends Signal Process., vol. 7, pp. 197-387, 2014.
    • (2014) Found. Trends Signal Process , vol.7 , pp. 197-387
    • Deng, L.1    Yu, D.2
  • 22
    • 85019133448 scopus 로고    scopus 로고
    • [Online]. Available: http: //vip. uwaterloo. ca/demos/skin-cancer-detection/.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.