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Luis Antonio de Souza Júnior
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Computer-aided diagnosis using deep learning in the evaluation of early oesophageal adenocarcinoma
A Ebigbo, R Mendel, A Probst, J Manzeneder, LA de Souza Jr, JP Papa, ...
Gut 68 (7), 1143-1145, 2019
1022019
Real-time use of artificial intelligence in the evaluation of cancer in Barrett’s oesophagus
A Ebigbo, R Mendel, A Probst, J Manzeneder, F Prinz, LA de Souza Jr, ...
Gut 69 (4), 615-616, 2020
892020
A survey on Barrett's esophagus analysis using machine learning
LA de Souza Jr, C Palm, R Mendel, C Hook, A Ebigbo, A Probst, ...
Computers in biology and medicine 96, 203-213, 2018
332018
A technical review of artificial intelligence as applied to gastrointestinal endoscopy: clarifying the terminology
A Ebigbo, C Palm, A Probst, R Mendel, J Manzeneder, F Prinz, ...
Endoscopy international open 7 (12), E1616-E1623, 2019
292019
Semi-supervised segmentation based on error-correcting supervision
R Mendel, LA Souza, D Rauber, JP Papa, C Palm
European Conference on Computer Vision, 141-157, 2020
262020
Automatic frontal sinus recognition in computed tomography images for person identification
LA de Souza Jr, AN Marana, SAT Weber
Forensic science international 286, 252-264, 2018
232018
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks
LA de Souza Jr, LA Passos, R Mendel, A Ebigbo, A Probst, H Messmann, ...
Computers in Biology and Medicine 126, 104029, 2020
222020
Endoscopic prediction of submucosal invasion in Barrett’s cancer with the use of artificial intelligence: A pilot study
A Ebigbo, R Mendel, T Rückert, L Schuster, A Probst, J Manzeneder, ...
Endoscopy 53 (09), 878-883, 2021
202021
Barrett's esophagus identification using optimum-path forest
LA De Souza, LCS Afonso, C Palm, JP Papa
2017 30th SIBGRAPI conference on graphics, patterns and images (SIBGRAPI …, 2017
192017
Barrett’s esophagus analysis using infinity restricted Boltzmann machines
LA Passos, LA de Souza Jr, R Mendel, A Ebigbo, A Probst, H Messmann, ...
Journal of Visual Communication and Image Representation 59, 475-485, 2019
172019
Barrett’s esophagus analysis using SURF features
L Souza, C Hook, JP Papa, C Palm
Bildverarbeitung für die Medizin 2017, 141-146, 2017
142017
Barrett's esophagus identification using color Co-occurrence matrices
L Souza, A Ebigbo, A Probst, H Messmann, JP Papa, R Mendel, C Palm
2018 31st SIBGRAPI conference on graphics, patterns and images (SIBGRAPI …, 2018
82018
Learning visual representations with optimum-path forest and its applications to Barrett’s esophagus and adenocarcinoma diagnosis
LA de Souza, L Afonso, A Ebigbo, A Probst, H Messmann, R Mendel, ...
Neural Computing and Applications 32 (3), 759-775, 2020
62020
Convolutional Neural Networks for the evaluation of cancer in Barrett's esophagus: Explainable AI to lighten up the black-box
LA de Souza Jr, R Mendel, S Strasser, A Ebigbo, A Probst, H Messmann, ...
Computers in Biology and Medicine 135, 104578, 2021
32021
Fine-tuning generative adversarial networks using metaheuristics
LA Souza, LA Passos, R Mendel, A Ebigbo, A Probst, H Messmann, ...
Bildverarbeitung für die Medizin 2021, 205-210, 2021
32021
Detecting atherosclerotic plaque calcifications of the carotid artery through optimum-path forest
DS Jodas, M Roder, R Pires, MCS Santana, LA de Souza Jr, LA Passos
Optimum-Path Forest, 137-154, 2022
2022
Fine-tuning Generative Adversarial Networks using Metaheuristics-A Case Study on Barrett's Esophagus Identification.
LA De Souza, LA Passos, R Mendel, A Ebigbo, A Probst, H Messmann, ...
Bildverarbeitung für die Medizin, 205-210, 2021
2021
A Scale-Space Approach for Multiscale Shape Analysis
LA Ramos, AN Marana, LA Souza Junior
Iberoamerican Congress on Pattern Recognition, 542-549, 2017
2017
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