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Material Type: Artigo de Congresso
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A deep learning-based radiomics approach for COVID-19 detection from CXR images using ensemble learning modelMárcus Vinícius Lobo Costa Erikson Júlio de Aguiar; Lucas Santiago Rodrigues; Jonathan da Silva Ramos; Caetano Traina Junior; Agma Juci Machado Traina; International Symposium on Computer-Based Medical Systems - CBMS (36. 2023 L'Aquila, Italy)Proceedings Los Alamitos : IEEE, 2023Los Alamitos IEEE 2023Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-3145014 )(Acessar) |
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Material Type: Artigo de Congresso
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Classification of H&E images via CNN models with XAI approaches, deepdream representations and multiple classifiersLeandro Alves Neves João Manuel Cardoso Martinez; Leonardo Henrique da Costa Longo; Guilherme Freire Roberto; Thaína Aparecida Azevedo Tosta; Paulo Rogério de Faria; Adriano Mota Loyola; Sérgio Vitorino Cardoso; Adriano Barbosa Silva; Marcelo Zanchetta do Nascimento; Guilherme Botazzo Rozendo; International Conference on Enterprise Information Systems - ICEIS (25. 2023 Prague, Czech Republic)Proceedings Setúbal : SciTePress, 2023Setúbal SciTePress 2023Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-3139171 )(Acessar) |
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Material Type: Artigo de Congresso
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Use of convolutional neural networks for detection and segmentation of pulmonary nodules in computed tomography imagesAratã Andrade Saraiva Luciano Lopes; Pedro Mateus Cunha Pimentel; Jose Vigno Moura Sousa; N. M. Fonseca Ferreira; João do Espírito Santo Batista Neto; Salviano Soares; Antônio Valente; International Joint Conference on Biomedical Engineering Systems and Technologies - BIOSTEC (13. 2020 Valletta, Malta); International Conference on Biomedical Electronics and Devices - BIODEVICES (13. 2020 Valletta, Malta)Proceedings Lisboa : SciTePress, 2020Lisboa SciTePress 2020Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2995838 )(Acessar) |
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Material Type: Artigo de Congresso
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Graphical oracles to assess computer-aided diagnosis systems a case study in mammogram masses and calcifications detectionVagner Mendonça Gonçalves Márcio Eduardo Delamaro; Fátima de Lourdes dos Santos Nunes Marques; International Conference on Systems, Signals and Image Processing (27. 2020 Niterói)Proceedings Piscataway : IEEE, 2020Piscataway IEEE 2020Acesso online. A biblioteca também possui exemplares impressos. |
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Material Type: Artigo de Congresso
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Assessing vulnerabilities of deep learning explainability in medical image analysis under adversarial settingsErikson Júlio de Aguiar Márcus Vinícius Lobo Costa; Caetano Traina Junior; Agma Juci Machado Traina; International Symposium on Computer-Based Medical Systems - CBMS (36. 2023 L'Aquila, Italy)Proceedings Los Alamitos : IEEE, 2023Los Alamitos IEEE 2023Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-3145032 )(Acessar) |
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Material Type: Artigo de Congresso
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Fast and smart segmentation of paraspinal muscles in magnetic resonance imaging with CleverSegJonathan S Ramos Mirela Teixeira Cazzolato; Bruno Squizato Faiçal; Oscar Alonso Cuadros Linares; Marcello Henrique Nogueira Barbosa; Caetano Traina Junior; Agma Juci Machado Traina; Conference on Graphics, Patterns and Images - SIBGRAPI (32. 2019 Rio de Janeiro)Proceedings Los Alamitos : IEEE, 2019Los Alamitos IEEE 2019Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2973695 )(Acessar) |