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Christian Mattjie
Christian Mattjie
Andere namenChristian Mattjie de Oliveira
Phd student in Computer Science at PUCRS
Geverifieerd e-mailadres voor edu.pucrs.br
Titel
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Jaar
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
322021
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
24*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
202022
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
13*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
52020
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
42021
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
12022
Exploring the radiomics approach for covid-19 identification in lung computed tomography
CM Oliveira
Pontifícia Universidade Católica do Rio Grande do Sul, 2022
12022
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
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Artikelen 1–17