Michel Fornaciali

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 11

Top Topics

Knowledge Transfer

Statistical Learning

Top Venues

Publications

Eduardo Valle, Michel Fornaciali, Afonso Menegola, Julia Tavares, Flávia Vasques Bittencourt, Lin Tzy Li, Sandra Avila
Data, depth, and design: Learning reliable models for skin lesion analysis. Neurocomputing 383 (2020)
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
GeoSES - um Índice Socioeconômico para Estudos de Saúde no Brasil. CoRR (2019)
Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila
(De)Constructing Bias on Skin Lesion Datasets. CoRR (2019)
Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila
(De)Constructing Bias on Skin Lesion Datasets. CVPR Workshops (2019)
Alceu Bissoto, Fábio Perez, Vinícius Ribeiro, Michel Fornaciali, Sandra Avila, Eduardo Valle
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018. CoRR (2018)
Afonso Menegola, Michel Fornaciali, Ramon Pires, Flávia Vasques Bittencourt, Sandra Avila, Eduardo Valle
Knowledge transfer for melanoma screening with deep learning. ISBI (2017)
Afonso Menegola, Michel Fornaciali, Ramon Pires, Flávia Vasques Bittencourt, Sandra Eliza Fontes de Avila, Eduardo Valle
Knowledge Transfer for Melanoma Screening with Deep Learning. CoRR (2017)
Eduardo Valle, Michel Fornaciali, Afonso Menegola, Julia Tavares, Flávia Vasques Bittencourt, Lin Tzy Li, Sandra Avila
Data, Depth, and Design: Learning Reliable Models for Melanoma Screening. CoRR (2017)
Afonso Menegola, Julia Tavares, Michel Fornaciali, Lin Tzy Li, Sandra Eliza Fontes de Avila, Eduardo Valle
RECOD Titans at ISIC Challenge 2017. CoRR (2017)
Michel Fornaciali, Micael Carvalho, Flávia Vasques Bittencourt, Sandra Eliza Fontes de Avila, Eduardo Valle
Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results. CoRR (2016)
Afonso Menegola, Michel Fornaciali, Ramon Pires, Sandra Eliza Fontes de Avila, Eduardo Valle
Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes. CoRR (2016)
Michel Fornaciali, Sandra Eliza Fontes de Avila, Micael Carvalho, Eduardo Valle
Statistical Learning Approach for Robust Melanoma Screening. SIBGRAPI (2014)