Luis Antonio De Souza

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 6

Top Topics

Nearest Neighbor Classifier

Visual Representations

Machine Learning

Top Venues

Comput. Biol. Medicine

Bildverarbeitung für die Medizin

Neural Comput. Appl.

Publications

Robert Mendel, David Rauber, Luis Antonio De Souza, João P. Papa, Christoph Palm
Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation. Comput. Biol. Medicine 154 (2023)
Luis Antonio De Souza, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa
Fine-tuning Generative Adversarial Networks using Metaheuristics - A Case Study on Barrett's Esophagus Identification. Bildverarbeitung für die Medizin (2021)
Luis Antonio De Souza, Luis Claudio Sugi Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christian Hook, Christoph Palm, João P. Papa
Learning visual representations with optimum-path forest and its applications to Barrett's esophagus and adenocarcinoma diagnosis. Neural Comput. Appl. 32 (3) (2020)
Robert Mendel, Luis Antonio De Souza, David Rauber, João Paulo Papa, Christoph Palm
Semi-supervised Segmentation Based on Error-Correcting Supervision. ECCV (29) (2020)
Luis Antonio De Souza, Christoph Palm, Robert Mendel, Christian Hook, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Silke A. T. Weber, João P. Papa
A survey on Barrett's esophagus analysis using machine learning. Comput. Biol. Medicine 96 (2018)
Luis Antonio De Souza, Luis Claudio Sugi Afonso, Christoph Palm, João Paulo Papa
Barrett's Esophagus Identification Using Optimum-Path Forest. SIBGRAPI (2017)