Knowledge transfer for melanoma screening with deep learning A Menegola, M Fornaciali, R Pires, FV Bittencourt, S Avila, E Valle 2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017 …, 2017 | 242 | 2017 |
RECOD titans at ISIC challenge 2017 A Menegola, J Tavares, M Fornaciali, LT Li, S Avila, E Valle arXiv preprint arXiv:1703.04819, 2017 | 166 | 2017 |
GeoSES: A socioeconomic index for health and social research in Brazil LV Barrozo, M Fornaciali, CDS de André, GAZ Morais, G Mansur, ... PloS one 15 (4), e0232074, 2020 | 55 | 2020 |
Towards automated melanoma screening: Exploring transfer learning schemes A Menegola, M Fornaciali, R Pires, S Avila, E Valle arXiv preprint arXiv:1609.01228, 2016 | 54 | 2016 |
Deep-learning ensembles for skin-lesion segmentation, analysis, classification: RECOD titans at ISIC challenge 2018 A Bissoto, F Perez, V Ribeiro, M Fornaciali, S Avila, E Valle arXiv preprint arXiv:1808.08480, 2018 | 51 | 2018 |
Data, depth, and design: Learning reliable models for skin lesion analysis E Valle, M Fornaciali, A Menegola, J Tavares, FV Bittencourt, LT Li, ... Neurocomputing 383, 303-313, 2020 | 48 | 2020 |
(De) Constructing bias on skin lesion datasets A Bissoto, M Fornaciali, E Valle, S Avila Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 40 | 2019 |
Towards automated melanoma screening: Proper computer vision & reliable results M Fornaciali, M Carvalho, FV Bittencourt, S Avila, E Valle arXiv preprint arXiv:1604.04024, 2016 | 36 | 2016 |
Data, depth, and design: Learning reliable models for melanoma screening E Valle, M Fornaciali, A Menegola, J Tavares, FV Bittencourt, LT Li, ... arXiv preprint arXiv:1711.00441 1 (1), 770-778, 2017 | 32 | 2017 |
Statistical learning approach for robust melanoma screening M Fornaciali, S Avila, M Carvalho, E Valle 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images, 319-326, 2014 | 16 | 2014 |
Constructing bias on skin lesion datasets in 2019 IEEE A Bissoto, M Fornaciali, E Valle, S Avila CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW …, 2019 | 12 | 2019 |
Valle A Menegola, M Fornaciali, R Pires, FV Bittencourt, S Avila E.: Knowledge transfer for melanoma screening with deep learning. ArXiv e-prints, 0 | 7 | |
A infoinclusão da pessoa com deficiência proporcionando acesso igualitário ao mercado de trabalho em Tecnologia da Informação e Comunicação MS Fornaciali, L de Almeida, LRG de Almeida Tecnologias, Sociedade e Conhecimento 2 (1), 7-23, 2014 | 5 | 2014 |
GeoSES--um\'Indice Socioecon\^ omico para Estudos de Sa\'ude no Brasil LV Barrozo, M Fornaciali, CDS de André, GAZ Morais, G Mansur, ... arXiv preprint arXiv:1910.06155, 2019 | 2 | 2019 |
Generating high quality synthetic skin lesions for boosting automated screening A Bissoto, M Fornaciali, E Valle, S Avila International Educational Symposium of the Melanoma World Society, 43-43, 2018 | 2 | 2018 |
GeoSES--um Índice Socioeconômico para Estudos de Saúde no Brasil L Vizeu Barrozo, M Fornaciali, C Diva Saldiva de André, GA Zimeo Morais, ... arXiv e-prints, arXiv: 1910.06155, 2019 | | 2019 |
Reliable Automated Melanoma Screening for the Real World Rastreio Confiável Automático de Melanoma para o Mundo Real MS Fornaciali [sn], 2019 | | 2019 |
Towards Robust Melanoma Screening: A Case for Enhanced Mid-level Features Triagem Robusta de Melanoma: Em Defesa dos Descritores Aprimorados de Nível Médio MS Fornaciali [sn], 2015 | | 2015 |
Preparando pessoas com deficiência para o mercado de trabalho de Tecnologia da Informaçao e Comunicaçao M Fornaciali, L de Almeida, LRG de Almeida Anais do XX Workshop de Informática na Escola, 438-447, 2014 | | 2014 |