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10/09/2019
GeoSES – um Índice Socioeconômico para Estudos de Saúde no Brasil
Objective: to define an index that summarizes the main dimensions of the...
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04/18/2019
(De)Constructing Bias on Skin Lesion Datasets
Melanoma is the deadliest form of skin cancer. Automated skin lesion ana...
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08/25/2018
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018
This extended abstract describes the participation of RECOD Titans in pa...
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11/01/2017
Data, Depth, and Design: Learning Reliable Models for Melanoma Screening
State of the art on melanoma screening evolved rapidly in the last two y...
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03/22/2017
Knowledge Transfer for Melanoma Screening with Deep Learning
Knowledge transfer impacts the performance of deep learning -- the state...
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03/14/2017
RECOD Titans at ISIC Challenge 2017
This extended abstract describes the participation of RECOD Titans in pa...
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09/05/2016
Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes
Deep learning is the current bet for image classification. Its greed for...
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04/14/2016
