A possible new tool for clinical diagnosis of melanoma: The computer

N. Cascinelli, M. Ferrario, T. Tonelli, E. Leo

Research output: Contribution to journalArticle

80 Citations (Scopus)

Abstract

The analysis of cutanteous melanoma images by two coupled computers (IBM 7350/4361) was carried out on twenty color slides. Each color slide was digitized with a spatial reduction on 25 x 25 μm. Classic technics of digital image analysis and new algorithms were used to (1) improve the contrast on the full image or a portion of it, (2) contrast a skin lesion with statistical information deduced from another lesion, (3) evaluate the shape of the lesion, the roughness of the surface, and the transition region from the lesion to the normal skin, and (4) analyze a lesion from the chromatic point of view. The theoretical reasons of interest are (1) to have an objective method that is easy to standardize and reliably repeatable and (2) to be able to analyze details not perceivable by the human eye. If the same technic are used in the evaluation of histologic characteristics of the lesions, a chance of making much more sophisticated clinicopathologic correlations will be available. The system needs to be improved at the technical level so that the response time of acquisition of the digitized images is shortened by the use of a digital television camera and the development of new computer programs to be run on a small computer. Evaluation of the system's sensitivity and specificity and an adequate clinical trial are needed.

Original languageEnglish
Pages (from-to)361-367
Number of pages7
JournalJournal of the American Academy of Dermatology
Volume16
Issue number2 I
Publication statusPublished - 1987

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Melanoma
Color
Skin
Television
Reaction Time
Software
Clinical Trials
Sensitivity and Specificity

ASJC Scopus subject areas

  • Dermatology

Cite this

A possible new tool for clinical diagnosis of melanoma : The computer. / Cascinelli, N.; Ferrario, M.; Tonelli, T.; Leo, E.

In: Journal of the American Academy of Dermatology, Vol. 16, No. 2 I, 1987, p. 361-367.

Research output: Contribution to journalArticle

Cascinelli, N. ; Ferrario, M. ; Tonelli, T. ; Leo, E. / A possible new tool for clinical diagnosis of melanoma : The computer. In: Journal of the American Academy of Dermatology. 1987 ; Vol. 16, No. 2 I. pp. 361-367.
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