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1
Assessing vulnerabilities of deep learning explainability in medical image analysis under adversarial settings
Assessing vulnerabilities of deep learning explainability in medical image analysis under adversarial settings
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Artigo de Congresso 		Adicionar ao Meu Espaço

Assessing vulnerabilities of deep learning explainability in medical image analysis under adversarial settings

Erikson 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, 2023

Los Alamitos IEEE 2023

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3145032 )(Acessar)

2
A deep learning-based radiomics approach for COVID-19 detection from CXR images using ensemble learning model
A deep learning-based radiomics approach for COVID-19 detection from CXR images using ensemble learning model
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

A deep learning-based radiomics approach for COVID-19 detection from CXR images using ensemble learning model

Márcus 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, 2023

Los Alamitos IEEE 2023

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3145014 )(Acessar)

3
Classification of H&E images via CNN models with XAI approaches, deepdream representations and multiple classifiers
Classification of H&E images via CNN models with XAI approaches, deepdream representations and multiple classifiers
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Classification of H&E images via CNN models with XAI approaches, deepdream representations and multiple classifiers

Leandro 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, 2023

Setúbal SciTePress 2023

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3139171 )(Acessar)

4
Graphical oracles to assess computer-aided diagnosis systems a case study in mammogram masses and calcifications detection
Graphical oracles to assess computer-aided diagnosis systems a case study in mammogram masses and calcifications detection
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Artigo de Congresso 		Adicionar ao Meu Espaço

Graphical oracles to assess computer-aided diagnosis systems a case study in mammogram masses and calcifications detection

Vagner 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, 2020

Piscataway IEEE 2020

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