Statistical Learning Approach for Robust Melanoma Screening. - Michel Fornaciali; Sandra Eliza Fontes de Avila; Micael Carvalho; Eduardo Valle (SIBGRAPI, 2014)

Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results. - Michel Fornaciali; Micael Carvalho; Flávia Vasques Bittencourt; Sandra Eliza Fontes de Avila; Eduardo Valle (CoRR, 2016)

Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes. - Afonso Menegola; Michel Fornaciali; Ramon Pires; Sandra Eliza Fontes de Avila; Eduardo Valle (CoRR, 2016)

Knowledge transfer for melanoma screening with deep learning. - Afonso Menegola; Michel Fornaciali; Ramon Pires; Flávia Vasques Bittencourt; Sandra Avila; Eduardo Valle (ISBI, 2017)

RECOD Titans at ISIC Challenge 2017. - Afonso Menegola; Julia Tavares; Michel Fornaciali; Lin Tzy Li; Sandra Eliza Fontes de Avila; Eduardo Valle (CoRR, 2017)

Data, Depth, and Design: Learning Reliable Models for Melanoma Screening. - Eduardo Valle; Michel Fornaciali; Afonso Menegola; Julia Tavares; Flávia Vasques Bittencourt; Lin Tzy Li; Sandra Avila (CoRR, 2017)

Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018. - Alceu Bissoto; Fábio Perez; Vinícius Ribeiro; Michel Fornaciali; Sandra Avila; Eduardo Valle (CoRR, 2018)

(De)Constructing Bias on Skin Lesion Datasets. - Alceu Bissoto; Michel Fornaciali; Eduardo Valle; Sandra Avila (CVPR Workshops, 2019)

GeoSES - um Índice Socioeconômico para Estudos de Saúde no Brasil. - Ligia Vizeu Barrozo; Michel Fornaciali; Carmen Diva Saldiva de André; Guilherme Augusto Zimeo Morais; Giselle Mansur; William Cabral-Miranda; João Ricardo Sato; Edson Amaro Júnior (CoRR, 2019)

Reliable automated melanoma screening for the real world : Rastreio confiável automático de melanoma para o mundo real - Michel Fornaciali (2019)

Data, depth, and design: Learning reliable models for skin lesion analysis. - Eduardo Valle; Michel Fornaciali; Afonso Menegola; Julia Tavares; Flávia Vasques Bittencourt; Lin Tzy Li; Sandra Avila (Neurocomputing, 2020)