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ORCIDLuis Souza 0001
Person information
- affiliation: Federal University of São Carlos, Brazil
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2020 – today
- 2023
[j7]Robert Mendel
, David Rauber, Luis Antônio 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: 106585 (2023)- 2022
- [j6]Rishav Pramanik, Momojit Biswas, Shibaprasad Sen, Luis Antônio de Souza Júnior, João Paulo Papa, Ram Sarkar:
A fuzzy distance-based ensemble of deep models for cervical cancer detection. Comput. Methods Programs Biomed. 219: 106776 (2022) - 2021
- [j5]Luis Antônio de Souza Júnior, Robert Mendel, Sophia Strasser, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João P. Papa, Christoph Palm:
Convolutional Neural Networks for the evaluation of cancer in Barrett's esophagus: Explainable AI to lighten up the black-box. Comput. Biol. Medicine 135: 104578 (2021) - [c7]Robert Mendel, Luis Antônio de Souza Júnior, David Rauber, João Paulo Papa, Christoph Palm:
Abstract: Semi-supervised Segmentation Based on Error-correcting Supervision. Bildverarbeitung für die Medizin 2021: 178 - [c6]Luis Antônio 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: 205-210 - [i1]Luis Antônio de Souza Júnior, Luis C. S. Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christoph Palm, João P. Papa:
Learning Visual Representations with Optimum-Path Forest and its Applications to Barrett's Esophagus and Adenocarcinoma Diagnosis. CoRR abs/2101.07209 (2021) - 2020
- [j4]Luis Antônio de Souza Júnior, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João P. Papa:
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks. Comput. Biol. Medicine 126: 104029 (2020) - [j3]Luis Antônio 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): 759-775 (2020) - [c5]Robert Mendel, Luis Antônio de Souza, David Rauber, João Paulo Papa, Christoph Palm:
Semi-supervised Segmentation Based on Error-Correcting Supervision. ECCV (29) 2020: 141-157
2010 – 2019
- 2019
- [j2]Leandro A. Passos, Luis Antônio de Souza Júnior, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa:
Barrett's esophagus analysis using infinity Restricted Boltzmann Machines. J. Vis. Commun. Image Represent. 59: 475-485 (2019) - 2018
- [j1]Luis Antônio 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: 203-213 (2018) - [c4]Luis Souza, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João Paulo Papa, Robert Mendel, Christoph Palm:
Barrett's Esophagus Identification Using Color Co-Occurrence Matrices. SIBGRAPI 2018: 166-173 - 2017
- [c3]Luis Souza, Christian Hook, João Paulo Papa, Christoph Palm:
Barrett's Esophagus Analysis Using SURF Features. Bildverarbeitung für die Medizin 2017: 141-146 - [c2]Lucas Alexandre Ramos, Aparecido Nilceu Marana, Luis Antônio de Souza Júnior:
A Scale-Space Approach for Multiscale Shape Analysis. CIARP 2017: 542-549 - [c1]Luis Antônio de Souza, Luis Claudio Sugi Afonso, Christoph Palm, João Paulo Papa:
Barrett's Esophagus Identification Using Optimum-Path Forest. SIBGRAPI 2017: 308-314
Coauthor Index
aka: João P. Papa
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