S. Tomatis et al., SPECTROPHOTOMETRIC IMAGING OF CUTANEOUS PIGMENTED LESIONS - DISCRIMINANT-ANALYSIS, OPTICAL-PROPERTIES AND HISTOLOGICAL CHARACTERISTICS, Journal of photochemistry and photobiology.B, Biology, 42(1), 1998, pp. 32-39
Reflectance imaging spectroscopy at 17 selected wavelengths in the ran
ge 470 - 1040 nm has been applied as a method to discriminate melanoma
from other pigmented cutaneous lesions. Reflectance images are acquir
ed for 18 primary melanomas and 33 benign naevi in 44 patients. From e
ach spectral image, four parameters related to lesion reflectance (mea
n value of reflectance, variegation, area and roundness uf lesion) are
derived at the corresponding wavelength. A discriminant function betw
een the two groups of lesions is determined by using a stepwise discri
minant analysis, resulting in a test with a sensitivity of 89 % and a
specificity of 88 % Since analyses are carried out on the same data se
t used to obtain the discriminant function, our results should be inte
rpreted with caution. Moreover, in an attempt to assign a physical and
/or physiological meaning to the lesion image descriptors, some histol
ogical features ( i.e., lesion thickness, degree and uniformity of pi
mentation) have also been analysed, and their correlations with the im
age descriptors investigated. Neither degree nor uniformity of pigment
ation can fully explain the variations observed in the lesion image de
scriptors. It is hypothesized that the presence of pathologically rela
ted biological components such as lymphocytes and highly aggregated ce
lls may play an important role. The actual performance of the spectrop
hotometric imaging system should be proven in an additional, unselecte
d number of cases before being used as a diagnostic adjunct for physic
ians in the clinical detection of melanoma. (C) 1998 Elsevier Science
S.A.