COVID-19 classification in X-ray chest images using a new convolutional neural network: CNN-COVID PM De Sousa, PC Carneiro, MM Oliveira, GM Pereira, CA da Costa Junior, ... Research on Biomedical Engineering, 1-11, 2021 | 32 | 2021 |
Zero-shot performance of the Segment Anything Model (SAM) in 2D medical imaging: A comprehensive evaluation and practical guidelines. C Mattjie, LV de Moura, RC Ravazio, LS Kupssinskü, O Parraga, ... CoRR abs/2305.00109, 2023 | 25* | 2023 |
Explainable machine learning for COVID-19 pneumonia classification with texture-based features extraction in chest radiography LV Moura, C Mattjie, CM Dartora, RC Barros, AM Marques da Silva Frontiers in digital health 3, 662343, 2022 | 20 | 2022 |
Fairness in Deep Learning: A Survey on Vision and Language Research O Parraga, MD More, CM Oliveira, NS Gavenski, LS Kupssinskü, ... ACM Computing Surveys, 2023 | 15* | 2023 |
A novel approach to differentiate COVID-19 pneumonia in chest X-ray LV de Moura, CM Dartora, CM de Oliveira, RC Barros, AMM da Silva 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020 | 5 | 2020 |
Texture-based feature extraction for Covid-19 pneumonia classification using chest radiography L Moura, C Dartora, C Mattjie, R Barros, AMM da Silva EAI Endorsed Transactions on Bioengineering and Bioinformatics, 2021 | 4 | 2021 |
Towards a Classification Model using CNN and Wavelets applied to COVID-19 CT images PM de Sousa, PC Carneiro, GM Pereira, MM Oliveira, CA da Costa Junior, ... Research, Society and Development 11 (5), e2411527919-e2411527919, 2022 | 1 | 2022 |
Exploring the radiomics approach for covid-19 identification in lung computed tomography CM Oliveira Pontifícia Universidade Católica do Rio Grande do Sul, 2022 | 1 | 2022 |
Semi-supervised learning for mRALE score prediction in COVID-19 chest radiographs C Mattjie, LV de Moura, RC Ravazio, O Parraga, LS Kupssinskü, ... Medical Imaging 2024: Computer-Aided Diagnosis 12927, 33-38, 2024 | | 2024 |
Radiomics for predicting oxygen necessity in COVID-19 patients using longitudinal lung computed tomography R Ravazio, C Mattjie, LV De Moura, L Kupssinskü, RC Barros, ... 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering …, 2023 | | 2023 |
A new model for classification of medical CT images using CNN: a COVID-19 case study PM de Sousa, PC Carneiro, GM Pereira, MM Oliveira, CA da Costa Junior, ... Multimedia Tools and Applications 82 (16), 25327-25355, 2023 | | 2023 |
A Framework for Visualizing HCI Pattern Languages through Network Diagrams DM Rosa, A Gnecco, M Silveira, C Mattjie, RC Barros, S Apuzzo, ... Proceedings of the 29th Conference on Pattern Languages of Programs, 1-11, 2022 | | 2022 |
Um framework para visualização de linguagens de padrões de IHC através de diagramas de rede DM DA ROSA, A GNECCO, M SILVEIRA, C MATTJIE | | 2022 |
Técnicas de seleção de atributos para classificacão de imagens radiográficas CA da Costa Junior, GM Pereira, PM de Sousa, MM Oliveira, CM Oliveira, ... Anais do CBEB2020, 2020, Brasil., 2020 | | 2020 |
Níveis de referência para diagnóstico em tomografia computadorizada CM Oliveira | | 2020 |
CT DRL value for adult patients in a University Hospital from Brazil CM de Oliveira, AT Accorsi, LV de Moura, A Bacelar, M ANÉS European Congress of Radiology-EuroSafe Imaging 2019, 2019 | | 2019 |
Comparison of evaluation methods of semi-reducing layer in CT CM Oliveira, M Anés, A Bacelar, BES Bandeira | | |