Total Dermoscopy Score calculation using quantitative measurements in digital dermoscopy

被引:0
作者
Anagnostopoulos, Christos Nikolaos E. [1 ]
Vergados, Dimitrios D. [1 ]
Anagnostopoulos, Ioannis [1 ]
Mintzias, Panagiotis [1 ]
机构
[1] Univ Aegean, Cultural Technol & Commun Dept, GR-81100 Lesvos, Greece
来源
2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2014年
关键词
Total Dermoscopy Score; digital dermoscopy; image processing; PIGMENTED SKIN-LESIONS; MELANOMA DIAGNOSIS; ABCD RULE; DERMATOSCOPY; HISTOGRAMS;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The main contributions of this paper are an automated approach for applying the ABCDE rules in a digital dermoscopy platform with fixed settings and a new registration method specially designed for aligning and comparing follow-up digital dermoscopy images in order to evaluate the evolution over time parameter E. Experimental evaluations of the registration method are reported for image pairs acquired during follow-up examinations.
引用
收藏
页码:6744 / 6747
页数:4
相关论文
共 12 条
  • [1] Automatic Imaging System With Decision Support for Inspection of Pigmented Skin Lesions and Melanoma Diagnosis
    Alcon, Jose Fernandez
    Ciuhu, Calina
    ten Kate, Warner
    Heinrich, Adrienne
    Uzunbajakava, Natallia
    Krekels, Gertruud
    Siem, Denny
    de Haan, Gerard
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2009, 3 (01) : 14 - 25
  • [2] Anagnostopoulos C.N.E., 2013, P 13 IEEE INT C BIOI
  • [3] Claridge E, 2002, P MED IM UND AN, P53
  • [4] RANDOM SAMPLE CONSENSUS - A PARADIGM FOR MODEL-FITTING WITH APPLICATIONS TO IMAGE-ANALYSIS AND AUTOMATED CARTOGRAPHY
    FISCHLER, MA
    BOLLES, RC
    [J]. COMMUNICATIONS OF THE ACM, 1981, 24 (06) : 381 - 395
  • [5] Practical color calibration for dermoscopy, applied to a digital epiluminescence microscope
    Grana, C
    Pellacani, G
    Seidenari, S
    [J]. SKIN RESEARCH AND TECHNOLOGY, 2005, 11 (04) : 242 - 247
  • [6] Morphologic changes of pigmented skin lesions: A useful extension of the ABCD rule for dermatoscopy
    Kittler, H
    Seltenheim, M
    Dawid, M
    Pehamberger, H
    Wolff, K
    Binder, M
    [J]. JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 1999, 40 (04) : 558 - 562
  • [7] THE ABCD RULE OF DERMATOSCOPY - HIGH PROSPECTIVE VALUE IN THE DIAGNOSIS OF DOUBTFUL MELANOCYTIC SKIN-LESIONS
    NACHBAR, F
    STOLZ, W
    MERKLE, T
    COGNETTA, AB
    VOGT, T
    LANDTHALER, M
    BILEK, P
    BRAUNFALCO, O
    PLEWIG, G
    [J]. JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 1994, 30 (04) : 551 - 559
  • [8] Adaptive snakes using the EM algorithm
    Nascimento, JC
    Marques, JS
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (11) : 1678 - 1686
  • [9] THRESHOLD SELECTION METHOD FROM GRAY-LEVEL HISTOGRAMS
    OTSU, N
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1979, 9 (01): : 62 - 66
  • [10] Comparison of Segmentation Methods for Melanoma Diagnosis in Dermoscopy Images
    Silveira, Margarida
    Nascimento, Jacinto C.
    Marques, Jorge S.
    Marcal, Andre R. S.
    Mendonca, Teresa
    Yamauchi, Syogo
    Maeda, Junji
    Rozeira, Jorge
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2009, 3 (01) : 35 - 45