TY - JOUR
T1 - Automated evaluation system of dermoscopic images of longitudinal melanonychia
T2 - Proposition of a discrimination index for detecting early nail apparatus melanoma
AU - Koga, Hiroshi
AU - Yoshikawa, Shunji
AU - Sekiguchi, Akihito
AU - Fujii, Jyuzo
AU - Saida, Toshiaki
AU - Sota, Takayuki
N1 - Publisher Copyright:
© 2014 Japanese Dermatological Association.
PY - 2014
Y1 - 2014
N2 - The prognosis of nail apparatus melanoma is generally poor because of difficulty in early stage diagnosis. Most nail apparatus melanomas occur as longitudinal melanonychia, and criteria and algorithms for dermoscopy diagnosis of longitudinal melanonychia have only recently been proposed. However, as with any clinical diagnosis, the diagnosis based on dermoscopy is to some extent subjective. Our goal is to develop an automated dermoscopic screening system for longitudinal melanonychia and to propose a novel objective and quantitative index for discriminating early nail apparatus melanoma from benign longitudinal melanonychia including melanocytic nevus. We propose an automatically calculated index representing degrees of color variegation in dermoscopic images of longitudinal melanonychia. Dermoscopy images of six cases of early stage nail apparatus melanoma and 25 cases of benign longitudinal melanonychia were analyzed with our screening system and a threshold of melanoma discrimination index was determined. This single melanoma discrimination index diagnosed early nail apparatus melanoma with 100% sensitivity and 92% specificity. The automatically calculated index proposed in the present study is valuable for managing longitudinal melanonychia. The results suggest that the degree of color variegation is essentially different between early nail apparatus melanoma and benign longitudinal melanonychia including melanocytic nevus of the nail apparatus.
AB - The prognosis of nail apparatus melanoma is generally poor because of difficulty in early stage diagnosis. Most nail apparatus melanomas occur as longitudinal melanonychia, and criteria and algorithms for dermoscopy diagnosis of longitudinal melanonychia have only recently been proposed. However, as with any clinical diagnosis, the diagnosis based on dermoscopy is to some extent subjective. Our goal is to develop an automated dermoscopic screening system for longitudinal melanonychia and to propose a novel objective and quantitative index for discriminating early nail apparatus melanoma from benign longitudinal melanonychia including melanocytic nevus. We propose an automatically calculated index representing degrees of color variegation in dermoscopic images of longitudinal melanonychia. Dermoscopy images of six cases of early stage nail apparatus melanoma and 25 cases of benign longitudinal melanonychia were analyzed with our screening system and a threshold of melanoma discrimination index was determined. This single melanoma discrimination index diagnosed early nail apparatus melanoma with 100% sensitivity and 92% specificity. The automatically calculated index proposed in the present study is valuable for managing longitudinal melanonychia. The results suggest that the degree of color variegation is essentially different between early nail apparatus melanoma and benign longitudinal melanonychia including melanocytic nevus of the nail apparatus.
KW - Automated diagnostic method
KW - Dermoscopy
KW - Longitudinal melanonychia
KW - Melanoma discrimination index
KW - Nail apparatus melanoma
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U2 - 10.1111/1346-8138.12593
DO - 10.1111/1346-8138.12593
M3 - Article
C2 - 25200569
AN - SCOPUS:84908458193
SN - 0385-2407
VL - 41
SP - 867
EP - 871
JO - Journal of Dermatology
JF - Journal of Dermatology
IS - 10
ER -