Listar por tema "Skin lesion"

Automated detection of streaks in dermoscopy images

Delibasis K., Kottari K., Maglogiannis I. (2015)

In this paper we present a novel algorithm for the detection of dark linear structures, which appear in digital dermoscopy images of skin lesions and they are called as streaks in relevant literature. The proposed algorithm ...

Automated skin lesion assessment using mobile technologies and cloud platforms

Doukas, C.; Stagkopoulos, P.; Kiranoudis, C. T.; Maglogiannis, I. (2012)

This paper presents a smart phone based system for storing digital images of skin areas depicting regions of interest (lesions) and performing self-assessment of these skin lesions within these areas. The system consists ...

Detection of malignant melanomas in dermoscopic images using convolutional neural network with transfer learning

Georgakopoulos S.V., Kottari K., Delibasis K., Plagianakos V.P., Maglogiannis I. (2017)

In this work, we report the use of convolutional neural networks for the detection of malignant melanomas against nevus skin lesions in a dataset of dermoscopic images of the same magnification. The technique of transfer ...

Skin lesion diagnosis from images using novel ensemble classification techniques

Maragoudakis, M.; Maglogiannis, I. (2010)

Reduction of the error rate of melanoma diagnosis, a critical and very dangerous skin cancer that could be treated when early detected, is of major importance. Towards this direction, the present paper presents a novel ...