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 | 34 | 2021 |
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 | 32* | 2023 |
Zero-shot performance of the Segment Anything Model (SAM) in 2D medical imaging: A comprehensive evaluation and practical guidelines C Mattjie, LV De Moura, R Ravazio, L Kupssinskü, O Parraga, MM Delucis, ... 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering …, 2023 | 30* | 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 | 22 | 2022 |
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 |
Skin lesions classification using multichannel dermoscopic Images LV de Moura, CM Dartora, AMM da Silva ANAIS DO XII SIMPÓSIO DE ENGENHARIA BIOMÉDICA-IX SIMPÓSIO DE INSTRUMENTAÇÃO …, 2019 | 3 | 2019 |
Discriminating aging cognitive decline spectrum using pet and magnetic resonance image features CM Dartora, LV de Moura, M Koole, AM Marques da Silva Journal of Alzheimer's Disease 89 (3), 977-991, 2022 | 2 | 2022 |
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 |
Lung nodules classification in CT images using texture descriptors LV de Moura, CM Dartora, AMM da Silva Revista Brasileira de Física Médica 13 (3), 38-42, 2019 | 1 | 2019 |
Dosimetria Interna em Medicina Nuclear com o Aplicativo GATE: avaliação do impacto do elemento de dose e do tipo de fonte CM Dartora, NG Cavedini, LV de Moura, AMM da Silva REVISTA BRASILEIRA DE FÍSICA MÉDICA (ONLINE), 2019 | 1 | 2019 |
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 |
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 |
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 |
Nível de referência de diagnóstico para exames de mamografia digital LV Moura, M Yuamoto, JM Goulart, A Bacelar Clinical and biomedical research. Porto Alegre, 2019 | | 2019 |
Estudo do índice de imagens radiográficas rejeitadas do serviço de radiologia do Hospital de Clínicas de Porto Alegre LV Moura, M Yuamoto, JM Goulart, A Bacelar Clinical and biomedical research. Porto Alegre, 2019 | | 2019 |
Pulmonary nodules classification in CT images using texture descriptors LV de Moura, CM Dartora, AMM da Silva Anais CBFM 2019, 2019, Brasil., 2019 | | 2019 |
Radionuclide Internal Dosimetry Using GATE and PENELOPE for Experimental Validation in Geometrical Phantoms NG Cavedini, CM Dartora, LV de Moura, MMB Schwarcke, ... World Congress on Medical Physics and Biomedical Engineering 2018: June 3–8 …, 2018 | | 2018 |