Danilo Silva | DeepAI

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Featured Co-authors

Daniel Severo
6 publications
Didier Le Ruyet
4 publications
Gustavo Kasper Facenda
4 publications
Bruno Machado Pacheco
4 publications
Arthur D. Reys
3 publications
Saulo D. S. Pedro
2 publications
Augusto Antunes
2 publications
Bartolomeu F. Uchôa-Filho
1 publication
Robson Z. Júnior
1 publication
Jorge Kysnney Santos Kamassury
1 publication
Luís Felipe P. Cattelan
1 publication

∙ 07/11/2023

Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers?

Brain age prediction using neuroimaging data has shown great potential a...

0 Bruno Machado Pacheco, et al. ∙

∙ 05/24/2023

Improving selective classification performance of deep neural networks through post-hoc logit normalization and temperature scaling

This paper addresses the problem of selective classification for deep ne...

0 Luís Felipe P. Cattelan, et al. ∙

∙ 12/14/2022

Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary?

State-of-the-art brain tumor segmentation is based on deep learning mode...

0 Bruno Machado Pacheco, et al. ∙

∙ 12/23/2021

Predição de Incidência de Lesão por Pressão em Pacientes de UTI usando Aprendizado de Máquina

Pressure ulcers have high prevalence in ICU patients but are preventable...

0 Henrique P. Silva, et al. ∙

∙ 12/23/2021

Predição da Idade Cerebral a partir de Imagens de Ressonância Magnética utilizando Redes Neurais Convolucionais

In this work, deep learning techniques for brain age prediction from mag...

0 Victor H. R. Oliveira, et al. ∙

∙ 11/30/2020

Iterative Error Decimation for Syndrome-Based Neural Network Decoders

In this letter, we introduce a new syndrome-based decoder where a deep n...

1 Jorge Kysnney Santos Kamassury, et al. ∙

∙ 07/29/2020

Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes

ICD coding from electronic clinical records is a manual, time-consuming ...

0 Arthur D. Reys, et al. ∙

∙ 12/11/2019

Optimization of Integer-Forcing Precoding for Multi-User MIMO Downlink

Integer-forcing (IF) precoding is an alternative to linear precoding for...

0 Ricardo Bohaczuk Venturelli, et al. ∙

∙ 05/16/2019

Efficient Scheduling for the Massive Random Access Gaussian Channel

This paper investigates the massive random access Gaussian channel with ...

0 Gustavo Kasper Facenda, et al. ∙

∙ 05/07/2019

A Multistage Method for SCMA Codebook Design Based on MDS Codes

Sparse Code Multiple Access (SCMA) has been recently proposed for the fu...

0 Bruno Fontana da Silva, et al. ∙

∙ 12/21/2017

Multilevel LDPC Lattices with Efficient Encoding and Decoding and a Generalization of Construction D'

Lattice codes are elegant and powerful structures that not only can achi...

0 Paulo Ricardo Branco da Silva, et al. ∙

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