Dr. José Eduardo Krieger Profile

Dr. José Eduardo Krieger

at Instituto do Coração do Hospital das Clínicas

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Publications (4)

Proceedings Article | 7 April 2023 Poster + Paper

Automatic segmentation of stroke lesions in T1-weighted magnetic resonance images with convolutional neural networks

Aldir Sousa, Marcelo Toledo, José Eduardo Krieger, Marco Antonio Gutierrez

Proceedings Volume 12465, 124652W (2023) https://doi.org/10.1117/12.2654433

KEYWORDS: Anatomy, Brain, Convolutional neural networks, Magnetic resonance imaging, Image segmentation

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Proceedings Article | 4 April 2022 Poster + Paper

A deep learning approach for COVID-19 screening and localization on chest x-ray images

Karem Daiane Marcomini, Diego Armando Cardona Cardenas, Agma Juci Machado Traina, José Eduardo Krieger, Marco Antonio Gutierrez

Proceedings Volume 12033, 1203327 (2022) https://doi.org/10.1117/12.2613177

KEYWORDS: Detection and tracking algorithms, Image classification, Machine learning, Radiography, Binary data, Diagnostics, Sensors, Chest imaging, Lung, Opacity

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Proceedings Article | 15 February 2021 Presentation + Paper

Automated radiographic bone suppression with deep convolutional neural networks

Diego Armando Cardona Cardenas, José Raniery Ferreira, Ramon Alfredo Moreno, Marina de Fatima de Sá Rebelo, José Eduardo Krieger, Marco Antonio Gutierrez

Proceedings Volume 11600, 116001D (2021) https://doi.org/10.1117/12.2582210

KEYWORDS: Bone, Image segmentation, Convolutional neural networks, Lung, Chromium, Tissues, Chest imaging, Chest

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

A general fully automated deep-learning method to detect cardiomegaly in chest x-rays

José Raniery Ferreira Junior, Diego Armando Cardona Cardenas, Ramon Alfredo Moreno, Marina de Fátima de Sá Rebelo, José Eduardo Krieger, Marco Antonio Gutierrez

Proceedings Volume 11597, 115972B (2021) https://doi.org/10.1117/12.2581980

KEYWORDS: Chest imaging, Receivers, Performance modeling, Data modeling

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