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Bruno Machado Pacheco
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Journal Articles
- 2023
- [j1]Bruno Machado Pacheco
, Guilherme de Souza e Cassia
, Danilo Silva
:
Towards fully automated deep-learning-based brain tumor segmentation: Is brain extraction still necessary? Biomed. Signal Process. Control. 82: 104514 (2023)
Conference and Workshop Papers
- 2023
- [c1]Bruno Machado Pacheco, Victor Hugo Rocha de Oliveira, Augusto Braga Fernandes Antunes, Saulo Domingos de Souza Pedro, Danilo Silva:
Does Pre-training on Brain-Related Tasks Results in Better Deep-Learning-Based Brain Age Biomarkers? BRACIS (2) 2023: 181-194
Informal and Other Publications
- 2024
- [i6]Bruno Laboissiere Camargos Borges, Bruno Machado Pacheco, Danilo Silva:
Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift. CoRR abs/2402.10665 (2024) - [i5]Bruno Machado Pacheco, Eduardo Camponogara:
Solving Differential Equations using Physics-Informed Deep Equilibrium Models. CoRR abs/2406.03472 (2024) - 2023
- [i4]Bruno Machado Pacheco, Laio Oriel Seman, Cezar Antônio Rigo, Eduardo Camponogara, Eduardo Augusto Bezerra, Leandro dos Santos Coelho:
A Graph Neural Network Approach to Nanosatellite Task Scheduling: Insights into Learning Mixed-Integer Models. CoRR abs/2303.13773 (2023) - [i3]Bruno Machado Pacheco, Victor Hugo Rocha de Oliveira, Augusto Braga Fernandes Antunes, Saulo Domingos de Souza Pedro, Danilo Silva:
Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers? CoRR abs/2307.05241 (2023) - [i2]Bruno Machado Pacheco, Laio Oriel Seman, Eduardo Camponogara:
Deep-learning-based Early Fixing for Gas-lifted Oil Production Optimization: Supervised and Weakly-supervised Approaches. CoRR abs/2309.00197 (2023) - 2022
- [i1]Bruno Machado Pacheco, Guilherme de Souza e Cassia, Danilo Silva:
Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary? CoRR abs/2212.07497 (2022)
Coauthor Index
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