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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
992019
Real-time use of artificial intelligence in the evaluation of cancer in BarrettĘs oesophagus
A Ebigbo, R Mendel, A Probst, J Manzeneder, F Prinz, LA de Souza Jr, ...
Gut 69 (4), 615-616, 2020
842020
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
262019
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
252020
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
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
222018
Endoscopic prediction of submucosal invasion in BarrettĘs 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
BarrettĘs 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
BarrettĘs 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 BarrettĘs 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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Articles 1–18