Concepedia

Julia Tavares

JT

Statistics

Publications

4

Citations

187

H-Index

4

Active since

2016

Affiliations

Universidade Federal de Minas Gerais(Current)

Julia Tavares is an author at Universidade Federal de Minas Gerais specializing in engineering, machine learning, and medical image computing.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningImage AnalysisComputer VisionMedical Image ComputingMedicineRadiologyDermatology

Publications per year

2016–2019

4

Publications

4

RECOD Titans at ISIC Challenge 2017

Afonso Menegola, Julia Tavares, Michel Fornaciali et al. · arXiv (Cornell University) · 2017 · 86 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Adversarial Images for Variational Autoencoders

Pedro Tabacof, Julia Tavares, Eduardo Valle · arXiv (Cornell University) · 2016 · 62 citations · Full text

Artificial Intelligence, Target Image, Engineering +14

Data, Depth, and Design: Learning Reliable Models for Melanoma Screening

Eduardo Valle, Michel Fornaciali, Afonso Menegola et al. · arXiv (Cornell University) · 2017 · 23 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Melanoma Screening +20

Data, depth, and design: Learning reliable models for skin lesion analysis

Eduardo Valle, Michel Fornaciali, Afonso Menegola et al. · Neurocomputing · 2019 · 16 citations · Full text

Engineering, Machine Learning, Biometrics +16

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