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Paulo Mazzoncini de Azevedo Marques
Publications
- 2023
- [j37]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
- [j36]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) - [j35]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) - [c41]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 - 2020
- [j32]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) - 2017
- [j25]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
- [j23]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) - [c34]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
- [c33]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 - [c27]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
- [c21]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
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