Studies in differentiating psoriasis from other dermatoses using small data set and transfer learning

Studies in differentiating psoriasis from other dermatoses using small data set and transfer learning

Abstract Psoriasis is a common skin disorder that should be differentiated from other dermatoses if an effective treatment has to be applied. Regions of Interests, or scans for short, of diseased skin are processed by the VGG16 (or VGG19) deep convolutional neural network operating as a feature extr...

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Bibliographic Details
Main Authors: Mariusz Nieniewski, Leszek J. Chmielewski, Sebastian Patrzyk, Anna Woźniacka
Format: Article
Language:English
Published: SpringerOpen 2023-05-01
Series:EURASIP Journal on Image and Video Processing
Subjects:
Psoriasis
Convolutional neural networks
Transfer learning
Papulosquamous skin diseases
Deep learning
Online Access:https://doi.org/10.1186/s13640-023-00607-y

Internet

https://doi.org/10.1186/s13640-023-00607-y

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