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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
1502019
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
1452020
Semi-supervised segmentation based on error-correcting supervision
R Mendel, LA De Souza, D Rauber, JP Papa, C Palm
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
942020
A fuzzy distance-based ensemble of deep models for cervical cancer detection
R Pramanik, M Biswas, S Sen, LA de Souza Júnior, JP Papa, R Sarkar
Computer Methods and Programs in Biomedicine 219, 106776, 2022
522022
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
492018
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
452019
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
442021
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
402020
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
312021
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
282018
A review of deep learning‐based approaches for deepfake content detection
LA Passos, D Jodas, KAP Costa, LA Souza Júnior, D Rodrigues, ...
Expert Systems, e13570, 2022
272022
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
222017
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
212019
Barrett’s esophagus analysis using SURF features
L Souza, C Hook, JP Papa, C Palm
Bildverarbeitung für die Medizin 2017: Algorithmen-Systeme-Anwendungen …, 2017
182017
Learning visual representations with optimum-path forest and its applications to Barrett’s esophagus and adenocarcinoma diagnosis
LA de Souza Jr, LCS Afonso, A Ebigbo, A Probst, H Messmann, R Mendel, ...
Neural Computing and Applications 32 (3), 759-775, 2020
112020
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
92018
Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation
R Mendel, D Rauber, LA de Souza Jr, JP Papa, C Palm
Computers in Biology and Medicine 154, 106585, 2023
72023
Fine-tuning Generative Adversarial Networks using Metaheuristics: A Case Study on Barrett's Esophagus Identification
LA Souza, LA Passos, R Mendel, A Ebigbo, A Probst, H Messmann, ...
Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021
72021
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
22022
Fine-tuning Generative Adversarial Networks using Metaheuristics: A Case Study on Barrett's Esophagus Identification
LA Passos, R Mendel, A Ebigbo, A Probst, H Messmann, C Palm, ...
Bildverarbeitung für die Medizin 2021. Proceedings, German Workshop on …, 2021
12021
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