Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification

Background and objective: Skin cancer is among the most common cancer types in the white population and consequently computer aided methods for skin lesion classification based on dermoscopic images are of great interest. A promising approach for this uses transfer learning to adapt pre-trained conv...

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Bibliographic Details
Main Authors: Amirreza Mahbod, Gerald Schaefer, Chunliang Wang, Georg Dorffner, Rupert Ecker, Isabella Ellinger
Format: Default Article
Published: 2020
Subjects:
Artificial intelligence not elsewhere classified
Skin cancer
Dermoscopy
Medical image analysis
Deep learning
Image resolution
Image cropping
Transfer learning
Artificial Intelligence and Image Processing
Online Access:https://hdl.handle.net/2134/14236652.v1
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https://hdl.handle.net/2134/14236652.v1

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