TRANSFER LEARNING FOR IMAGE CLASSIFICATION OF PRIMARY MORPHOLOGICAL ELEMENTS OF SKIN LESIONS

TRANSFER LEARNING FOR IMAGE CLASSIFICATION OF PRIMARY MORPHOLOGICAL ELEMENTS OF SKIN LESIONS

We consider the problem of image classification by deep learning methods for solving classification task for primary morphological elements of skin lesions. The quality of medical care provided to the population depends largely on the medical personnel competence. The problem of medical errors is qu...

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Bibliographic Details
Main Authors: T. A. Polevaya, A. A. Filchenkov, I. A. Saitov, R. A. Ravodin
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2019-03-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
skin disease
primary morphology of skin lesions
transfer learning
machine learning
automatic diagnostics
VGG16
Online Access:https://ntv.ifmo.ru/file/article/18624.pdf

Internet

https://ntv.ifmo.ru/file/article/18624.pdf

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