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ORCIDMarcello Henrique Nogueira-Barbosa
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2020 – today
- 2023
[j7]Natália Santana Chiari-Correia
, Marcello H. Nogueira-Barbosa, Rodolfo Dias Chiari-Correia, Paulo M. Azevedo-Marques:
A 3D Radiomics-Based Artificial Neural Network Model for Benign Versus Malignant Vertebral Compression Fracture Classification in MRI. J. Digit. Imaging 36(4): 1565-1577 (2023)- 2022
- [j6]Ariane Priscilla Magalhães Tenório, José Raniery Ferreira Jr., Vitor Faeda Dalto, Matheus Calil Faleiros, Rodrigo Luppino Assad, Paulo Louzada-Junior, Marcello Henrique Nogueira-Barbosa, Rangaraj Mandayam Rangayyan, Paulo Mazzoncini de Azevedo Marques:
Radiomic Quantification for MRI Assessment of Sacroiliac Joints of Patients with Spondyloarthritis. J. Digit. Imaging 35(1): 29-38 (2022) - [j5]Rafael Silva Del Lama, Raquel Mariana Candido, Natália Santana Chiari-Correia, Marcello Henrique Nogueira-Barbosa, Paulo Mazzoncini de Azevedo Marques, Renato Tinós:
Computer-Aided Diagnosis of Vertebral Compression Fractures Using Convolutional Neural Networks and Radiomics. J. Digit. Imaging 35(3): 446-458 (2022) - [c12]Marcos V. N. Bedo, Jonathan S. Ramos, Agma J. M. Traina, Caetano Traina, Marcello H. Nogueira-Barbosa, Paulo M. Azevedo-Marques:
Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fractures. CBMS 2022: 72-77 - [c11]Jonathan S. Ramos, Erikson Júlio De Aguiar, Ivar Vargas Belizario, Márcus V. L. Costa, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep Learning. CBMS 2022: 78-83 - 2021
- [c10]Jonathan S. Ramos, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
BEAUT: a radiomic approach to identify potential lumbar fractures in magnetic resonance imaging. CBMS 2021: 389-394 - 2020
- [j4]Ariane Priscilla Magalhães Tenório, Matheus Calil Faleiros, José Raniery Ferreira Jr., Vitor Faeda Dalto, Rodrigo Luppino Assad, Paulo Louzada-Junior, Hiroyuki Yoshida, Marcello Henrique Nogueira-Barbosa, Paulo Mazzoncini de Azevedo Marques:
A study of MRI-based radiomics biomarkers for sacroiliitis and spondyloarthritis. Int. J. Comput. Assist. Radiol. Surg. 15(10): 1737-1748 (2020) - [j3]João H. Uliana, Diego R. T. Sampaio, Guilherme S. P. Fernandes, María S. Brassesco, Marcello H. Nogueira-Barbosa, Antonio A. O. Carneiro, Theo Z. Pavan:
Multiangle Long-Axis Lateral Illumination Photoacoustic Imaging Using Linear Array Transducer. Sensors 20(14): 4052 (2020) - [c9]Jonathan S. Ramos, Mirela T. Cazzolato, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
FINE: improving time and precision of segmentation techniques for vertebral compression fractures in MRI. SAC 2020: 198-201
2010 – 2019
- 2019
- [c8]Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Marcello H. Nogueira-Barbosa, Caetano Traina, Agma J. M. Traina:
3DBGrowth: Volumetric Vertebrae Segmentation and Reconstruction in Magnetic Resonance Imaging. CBMS 2019: 435-440 - [c7]Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. SAC 2019: 220-227 - [c6]Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Oscar A. C. Linares, Marcello H. Nogueira-Barbosa, Caetano Traina, Agma J. M. Traina:
Fast and Smart Segmentation of Paraspinal Muscles in Magnetic Resonance Imaging with CleverSeg. SIBGRAPI 2019: 76-83 - [i2]Jonathan S. Ramos, Carolina Yukari Veludo Watanabe, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. CoRR abs/1906.08620 (2019) - [i1]Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Marcello H. Nogueira-Barbosa, Caetano Traina Jr., Agma J. M. Traina:
3DBGrowth: volumetric vertebrae segmentation and reconstruction in magnetic resonance imaging. CoRR abs/1906.10288 (2019) - 2017
- [j2]Paola Casti, Arianna Mencattini, Marcello H. Nogueira-Barbosa, Lucas Frighetto-Pereira, Paulo Mazzoncini de Azevedo Marques, Eugenio Martinelli, Corrado Di Natale:
Cooperative strategy for a dynamic ensemble of classification models in clinical applications: the case of MRI vertebral compression fractures. Int. J. Comput. Assist. Radiol. Surg. 12(11): 1971-1983 (2017) - 2016
- [j1]Lucas Frighetto-Pereira, Rangaraj Mandayam Rangayyan, Guilherme Augusto Metzner, Paulo Mazzoncini de Azevedo Marques, Marcello Henrique Nogueira-Barbosa:
Shape, texture and statistical features for classification of benign and malignant vertebral compression fractures in magnetic resonance images. Comput. Biol. Medicine 73: 147-156 (2016) - [c5]Lucas Frighetto-Pereira, Guilherme Augusto Metzner, Paulo Mazzoncini de Azevedo Marques, Marcello Henrique Nogueira-Barbosa, Foad Oloumi, Rangaraj M. Rangayyan:
Recognition of vertebral compression fractures in magnetic resonance images using statistics of height and width. MeMeA 2016: 1-5 - 2015
- [c4]Paulo Duarte Barbieri, Glauco Vitor Pedrosa, Agma Juci Machado Traina, Marcello Henrique Nogueira-Barbosa:
Vertebral Body Segmentation of Spine MR Images Using Superpixels. CBMS 2015: 44-49 - [c3]Lucas Frighetto-Pereira, Rafael Menezes-Reis, Guilherme Augusto Metzner, Rangaraj Mandayam Rangayyan, Paulo Mazzoncini de Azevedo Marques, Marcello Henrique Nogueira-Barbosa:
Semiautomatic Classification of Benign Versus Malignant Vertebral Compression Fractures Using Texture and Gray-Level Features in Magnetic Resonance Images. CBMS 2015: 88-92 - [c2]Paulo M. Azevedo-Marques, Heloisa Ferreira Spagnoli, Lucas Frighetto-Pereira, Rafael Menezes-Reis, Guilherme Augusto Metzner, Rangaraj M. Rangayyan, Marcello Henrique Nogueira-Barbosa:
Classification of vertebral compression fractures in magnetic resonance images using spectral and fractal analysis. EMBC 2015: 723-726 - 2013
- [c1]Marcelo Ponciano-Silva, Pedro Henrique Bugatti, Rafael Menezes-Reis, Paulo M. Azevedo-Marques, Marcello H. Nogueira-Barbosa, Caetano Traina Jr., Agma Juci Machado Traina:
A Differential Method for Representing Spinal MRI for Perceptual-CBIR. CIARP (1) 2013: 464-471
Coauthor Index
aka: Paulo M. Azevedo-Marques
aka: Agma Juci Machado Traina
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