Digital dermoscopy analysis for the differentiation of atypical nevi and early melanoma - A new quantitative semiology

被引:96
作者
Andreassi, L
Perotti, R
Rubegni, P
Burroni, M
Cevenini, G
Biagioli, M
Taddeucci, P
Dell'Eva, G
Barbini, P
机构
[1] Univ Siena, Policlin Le Scotte, Ist Sci Dermatol, Dept Dermatol, I-53100 Siena, Italy
[2] Univ Siena, Dept Cardiac Surg, I-53100 Siena, Italy
[3] Univ Siena, Dept Biomed Technol, I-53100 Siena, Italy
[4] Biomed Engn Grp, Siena, Italy
关键词
D O I
10.1001/archderm.135.12.1459
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100206 ;
摘要
Objectives: To use a digital dermoscopy analyzer with a series of "borderline" pigmentary skin lesions (ie, clinically atypical nevi and early melanoma) to find correlation between the studied variables and to determine their discriminating power with respect to histological diagnosis. Design: A total of 147 pigmentary skin lesions were histologically examined by 3 experienced dermatopathologists and identified as nevi (n = 90) and melanomas (n = 57). The system evaluated 36 variables to be studied as possible discriminant variables, grouped into 4 categories: geometries, colors, textures, and islands of color. Setting: University medical department. Patients: A sample of patients with excised pigmentary skin lesions (nevi and melanomas). Main Outcome Measures: Sensitivity, specificity, and accuracy of the model for evaluating "borderline" pigmentary skin lesions. Results: After multivariate stepwise discriminant analysis, only 13 variables were selected to compute the canonical discriminant function. Conclusion: The present method made it possible to determine which objective variables are important for distinguishing atypical benign pigmentary skin lesions and early melanoma.
引用
收藏
页码:1459 / 1465
页数:7
相关论文
共 45 条
  • [1] ALPARONE L, 1996, P IEEE ICIP, V6, P825
  • [2] Andreassi L., 1995, CHRONICA DERMATOL, V1, P11
  • [3] TERMINOLOGY IN SURFACE MICROSCOPY
    BAHMER, FA
    FRITSCH, P
    KREUSCH, J
    PEHAMBERGER, H
    ROHRER, C
    SCHINDERA, I
    SMOLLE, J
    SOYER, HP
    STOLZ, W
    [J]. JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 1990, 23 (06) : 1159 - 1162
  • [4] Instrumental measurement of skin colour and skin type as risk factors for melanoma: a statistical classification procedure
    Barbini, P
    Cevenini, G
    Rubegni, P
    Massai, MR
    Flori, ML
    Carli, P
    Andreassi, L
    [J]. MELANOMA RESEARCH, 1998, 8 (05) : 439 - 447
  • [5] CURRENT STATUS OF THE DYSPLASTIC MELANOCYTIC NEVUS
    BARNHILL, RL
    [J]. JOURNAL OF CUTANEOUS PATHOLOGY, 1991, 18 (03) : 147 - 159
  • [6] APPLICATION OF AN ARTIFICIAL NEURAL-NETWORK IN EPILUMINESCENCE MICROSCOPY PATTERN-ANALYSIS OF PIGMENTED SKIN-LESIONS - A PILOT-STUDY
    BINDER, M
    STEINER, A
    SCHWARZ, M
    KNOLLMAYER, S
    WOLFF, K
    PEHAMBERGER, H
    [J]. BRITISH JOURNAL OF DERMATOLOGY, 1994, 130 (04) : 460 - 465
  • [7] BRAUNFALCO O, 1990, HAUTARZT, V41, P131
  • [8] MALIGNANT-MELANOMA IN ITALY - RISKS ASSOCIATED WITH COMMON AND CLINICALLY ATYPICAL MELANOCYTIC NEVI
    CARLI, P
    BIGGERI, A
    GIANNOTTI, B
    [J]. JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 1995, 32 (05) : 734 - 739
  • [9] RESULTS OBTAINED BY USING A COMPUTERIZED IMAGE-ANALYSIS SYSTEM DESIGNED AS AN AID TO DIAGNOSIS OF CUTANEOUS MELANOMA
    CASCINELLI, N
    FERRARIO, M
    BUFALINO, R
    ZURRIDA, S
    GALIMBERTI, V
    MASCHERONI, L
    BARTOLI, C
    CLEMENTE, C
    [J]. MELANOMA RESEARCH, 1992, 2 (03) : 163 - 170
  • [10] DERMATOSCOPY - USEFULNESS IN THE DIFFERENTIAL-DIAGNOSIS OF CUTANEOUS PIGMENTARY LESIONS
    CRISTOFOLINI, M
    ZUMIANI, G
    BAUER, P
    CRISTOFOLINI, P
    BOI, S
    MICCIOLO, R
    [J]. MELANOMA RESEARCH, 1994, 4 (06) : 391 - 394