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Luis Souza 0001
Person information
- affiliation: Federal University of São Carlos, Brazil
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2020 – today
- 2024
- [j9]Leandro A. Passos
, Danilo Samuel Jodas
A review of deep learning-based approaches for deepfake content detection. Expert Syst. J. Knowl. Eng. 41(8) (2024) - [j8]Luis Antônio de Souza, Leandro A. Passos, Marcos Cleison S. Santana, Robert Mendel, David Rauber, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João Paulo Papa, Christoph Palm:
Layer-selective deep representation to improve esophageal cancer classification. Medical Biol. Eng. Comput. 62(11): 3355-3372 (2024) - [j7]Luis Antônio de Souza Júnior
DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett's esophagus. Neural Comput. Appl. 36(18): 10445-10459 (2024) - 2023
- [j6]Robert Mendel
Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation. Comput. Biol. Medicine 154: 106585 (2023) - 2022
- [j5]Rishav Pramanik
A fuzzy distance-based ensemble of deep models for cervical cancer detection. Comput. Methods Programs Biomed. 219: 106776 (2022) - 2021
- [j4]Luis Antônio de Souza Júnior
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
Abstract: Semi-supervised Segmentation Based on Error-correcting Supervision. Bildverarbeitung für die Medizin 2021: 178 - [c6]Luis Antônio de Souza
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
- [j3]Luis Antônio de Souza Júnior
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks. Comput. Biol. Medicine 126: 104029 (2020) - [c5]Robert Mendel, Luis Antônio de Souza
Semi-supervised Segmentation Based on Error-Correcting Supervision. ECCV (29) 2020: 141-157
2010 – 2019
- 2019
- [j2]Leandro A. Passos
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
A survey on Barrett's esophagus analysis using machine learning. Comput. Biol. Medicine 96: 203-213 (2018) - [c4]Luis Souza
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
A Scale-Space Approach for Multiscale Shape Analysis. CIARP 2017: 542-549 - [c1]Luis Antônio de Souza
Barrett's Esophagus Identification Using Optimum-Path Forest. SIBGRAPI 2017: 308-314
Coauthor Index
aka: João P. Papa
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