Barrett's Esophagus Analysis Using SURF Features. - Luis Souza 001; Christian Hook; João Paulo Papa; Christoph Palm (Bildverarbeitung für die Medizin, 2017)

A Scale-Space Approach for Multiscale Shape Analysis. - Lucas Alexandre Ramos; Aparecido Nilceu Marana; Luis Antônio de Souza Júnior (CIARP, 2017)

Barrett's Esophagus Identification Using Optimum-Path Forest. - Luis Antônio de Souza; Luis Claudio Sugi Afonso; Christoph Palm; João Paulo Papa (SIBGRAPI, 2017)

Barrett's Esophagus Identification Using Color Co-Occurrence Matrices. - Luis Souza 001; Alanna Ebigbo; Andreas Probst; Helmut Messmann; João Paulo Papa; Robert Mendel; Christoph Palm (SIBGRAPI, 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 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)

Semi-supervised Segmentation Based on Error-Correcting Supervision. - Robert Mendel; Luis Antônio de Souza; David Rauber; João Paulo Papa; Christoph Palm (ECCV (29), 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)

Abstract: Semi-supervised Segmentation Based on Error-correcting Supervision. - Robert Mendel; Luis Antônio de Souza Júnior; David Rauber; João Paulo Papa; Christoph Palm (Bildverarbeitung für die Medizin, 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 (Bildverarbeitung für die Medizin, 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)

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)

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)

Auxílio ao diagnóstico automático do esôfago de Barrett utilizando aprendizado de máquina - Luis Antônio de Souza Júnior (2022)

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, 2023)

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)

A review of deep learning-based approaches for deepfake content detection. - Leandro A. Passos; Danilo Samuel Jodas; Kelton A. P. Costa; Luis Antônio de Souza; Douglas Rodrigues; Javier Del Ser; David Camacho; João Paulo Papa (Expert Syst. J. Knowl. Eng., 2024)

Layer-selective deep representation to improve esophageal cancer classification. - 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 (Medical Biol. Eng. Comput., 2024)

TransConv: a lightweight architecture based on transformers and convolutional neural networks for adenocarcinoma and Barrett's esophagus identification. - Luis Antônio de Souza; André G. C. Pacheco; Alberto F. De Souza; Thiago Oliveira-Santos; Claudine Badue; Christoph Palm; João Paulo Papa (Neural Comput. Appl., 2025)