Luis Souza

According to our database, Luis Souza authored at least 16 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett's esophagus.

Luis Antônio de Souza Júnior, André G. C. Pacheco, Leandro A. Passos, Marcos C. S. Santana, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa

Neural Comput. Appl., 2024

2023

Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation.

Robert Mendel, David Rauber, Luis Antônio de Souza, João P. Papa, Christoph Palm

Comput. Biol. Medicine, March, 2023

2022

A fuzzy distance-based ensemble of deep models for cervical cancer detection.

Rishav Pramanik, Momojit Biswas, Shibaprasad Sen, Luis Antônio de Souza Júnior, João Paulo Papa, Ram Sarkar

Comput. Methods Programs Biomed., 2022

2021

Learning Visual Representations with Optimum-Path Forest and its Applications to Barrett's Esophagus and Adenocarcinoma Diagnosis.

Luis Antônio de Souza Júnior, Luis C. S. Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christoph Palm, João P. Papa

CoRR, 2021

Convolutional Neural Networks for the evaluation of cancer in Barrett's esophagus: Explainable AI to lighten up the black-box.

Luis Antônio de Souza Júnior, Robert Mendel, Sophia Strasser, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João P. Papa, Christoph Palm

Comput. Biol. Medicine, 2021

Fine-tuning Generative Adversarial Networks using Metaheuristics - A Case Study on Barrett's Esophagus Identification.

Luis Antônio de Souza, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

Abstract: Semi-supervised Segmentation Based on Error-correcting Supervision.

Robert Mendel, Luis Antônio de Souza Júnior, David Rauber, João Paulo Papa, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Learning visual representations with optimum-path forest and its applications to Barrett's esophagus and adenocarcinoma diagnosis.

Luis Antônio de Souza, Luis Claudio Sugi Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christian Hook, Christoph Palm, João P. Papa

Neural Comput. Appl., 2020

Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks.

Luis Antônio de Souza Júnior, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João P. Papa

Comput. Biol. Medicine, 2020

Semi-supervised Segmentation Based on Error-Correcting Supervision.

Robert Mendel, Luis Antônio de Souza, David Rauber, João Paulo Papa, Christoph Palm

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Barrett's esophagus analysis using infinity Restricted Boltzmann Machines.

Leandro A. Passos, Luis Antônio de Souza Júnior, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa

J. Vis. Commun. Image Represent., 2019

2018

A survey on Barrett's esophagus analysis using machine learning.

Luis Antônio de Souza, Christoph Palm, Robert Mendel, Christian Hook, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Silke A. T. Weber, João P. Papa

Comput. Biol. Medicine, 2018

Barrett's Esophagus Identification Using Color Co-Occurrence Matrices.

Luis Souza, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João Paulo Papa, Robert Mendel, Christoph Palm

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

2017

Barrett's Esophagus Identification Using Optimum-Path Forest.

Luis Antônio de Souza, Luis Claudio Sugi Afonso, Christoph Palm, João Paulo Papa

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

A Scale-Space Approach for Multiscale Shape Analysis.

Lucas Alexandre Ramos, Aparecido Nilceu Marana, Luis Antônio de Souza Júnior

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Barrett's Esophagus Analysis Using SURF Features.

Luis Souza, Christian Hook, João Paulo Papa, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017