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Souza, Roberto
182  Ergebnisse:
Buchkapitel (Online) X
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1

Unsupervised Domain Adaptation of MRI Skull-stripping Train..:

, In: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),
Omidi, Abbas ; Mohammadshahi, Aida ; Gianchandani, Neha... - p. 7703-7712 , 2024
Link: https://doi.org/10.1109/..
 
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2

An Investigation of Different Deep Learning Pipelines for G..:

, In: Machine Learning in Medical Imaging; Lecture Notes in Computer Science,
Berto, Rodrigo ; Bugler, Hanna ; Souza, Roberto. - p. 72-82 , 2023
Link: https://doi.org/10.1007/..
 
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3

Choroidal Nevi Classification in Fundus Images Using a Patc..:

, In: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology,
Biglarbeiki, Mehregan ; Mohammed, Emad ; Souza, Roberto... - p. 177-178 , 2023
Link: https://doi.org/10.1109/..
 
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4

A Multitask Deep Learning Model for Voxel-Level Brain Age E..:

, In: Machine Learning in Medical Imaging; Lecture Notes in Computer Science,
Gianchandani, Neha ; Ospel, Johanna ; MacDonald, Ethan. - p. 283-292 , 2023
Link: https://doi.org/10.1007/..
 
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5

Studying the Effects of Sex-Related Differences on Brain Ag..:

, In: Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging; Lecture Notes in Computer Science,
Dibaji, Mahsa ; Gianchandani, Neha ; Nair, Akhil... - p. 205-214 , 2023
Link: https://doi.org/10.1007/..
 
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6

Improving Fast MRI Reconstructions with Pretext Learning in..:

, In: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Jethi, Amrit Kumar ; Souza, Roberto ; Ram, Keerthi. - p. 2080-2083 , 2022
Link: https://doi.org/10.1109/..
 
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7

Using SHAP Analysis to Detect Areas Contributing to Diabeti..:

, In: 2022 IEEE 23rd International Conference on Information Reuse and Integration for Data Science (IRI),
Shakeri, Esmaeil ; Crump, Trafford ; Weis, Ezekiel.. - p. 166-171 , 2022
Link: https://doi.org/10.1109/..
 
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8

Leveraging Multi-Visit Information for Magnetic Resonance I..:

, In: 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI),
Beauferris, Youssef ; Lasby, Mike ; Souza, Roberto - p. 1-5 , 2022
Link: https://doi.org/10.1109/..
 
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9

COVID-19 Vaccine Infodemiology using Unsupervised Natural L..:

, In: 2022 IEEE 23rd International Conference on Information Reuse and Integration for Data Science (IRI),
Shakeri, Esmaeil ; Slama, Anja ; Souza, Roberto. - p. 178-183 , 2022
Link: https://doi.org/10.1109/..
 
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10

A Hybrid Frequency-Domain/Image-Domain Deep Network for Mag..:

, In: 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI),
Souza, Roberto ; Frayne, Richard - p. 257-264 , 2019
Link: https://doi.org/10.1109/..
 
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11

Quality Control Framework for Large MR Datasets: Automated ..:

, In: XXVI Brazilian Congress on Biomedical Engineering; IFMBE Proceedings,
Bento, Mariana ; Souza, Roberto ; Salluzzi, Marina. - p. 387-391 , 2019
Link: https://doi.org/10.1007/..
 
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12

Brain Extraction Network Trained with "Silver Standard" Dat..:

, In: 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI),
Souza, Roberto ; Lucena, Oeslle ; Bento, Mariana... - p. 234-240 , 2019
Link: https://doi.org/10.1109/..
 
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13

Common Carotid Artery Lumen Automatic Segmentation from Cin..:

, In: Processing and Analysis of Biomedical Information; Lecture Notes in Computer Science,
Rodrigues, Lívia ; Souza, Roberto ; Rittner, Letícia.. - p. 16-24 , 2019
Link: https://doi.org/10.1007/..
 
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14

Investigation of Fully Connected Neural Networks for Recons..:

, In: XXVI Brazilian Congress on Biomedical Engineering; IFMBE Proceedings,
Souza, Roberto ; Bento, Mariana ; Frayne, Richard - p. 293-298 , 2019
Link: https://doi.org/10.1007/..
 
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15

Application of Pattern Recognition Techniques for MathE Que..:

, In: Communications in Computer and Information Science; Optimization, Learning Algorithms and Applications,
Azevedo, Beatriz Flamia ; de Souza, Roberto Molina ; Pacheco, Maria F... - p. 300-315 , 2024
Link: https://doi.org/10.1007/..
 
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