Multiple Instance Learning Using 3D Features for Melanoma Detection

Multiple Instance Learning Using 3D Features for Melanoma Detection

This work presents a contribution to advance current solutions for the problem of melanoma detection based on deep learning (DL) approaches. This is an active research field, which aims to aid on the detection and classification of melanoma (the most lethal type of skin cancer) with non-invasive sol...

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Bibliographic Details
Main Authors: Pedro M. M. Pereira, Lucas A. Thomaz, Luis M. N. Tavora, Pedro A. A. Assuncao, Rui Fonseca-Pinto, Rui Pedro Paiva, Sergio M. M. Faria
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
3D features
classification
light-fields
medical image analysis
melanoma
skin lesion
Online Access:https://ieeexplore.ieee.org/document/9832874/

Internet

https://ieeexplore.ieee.org/document/9832874/

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