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Issue Date | Title | Author(s) |
---|---|---|
2019 | A combined deep-learning approach to fully automatic left ventricle segmentation in cardiac magnetic resonance imaging | MORENO, Ramon A.; REBELO, Marina F. S. de Sa; CARVALHO, Talles; ASSUNCAO-JR, Antonildes N.; JR, Roberto N. Dantas; VAL, Renata do; MARIN, Angela S.; BORDIGNOM, Adriano; NOMURA, Cesar H.; GUTIERREZ, Marco A. |
2019 | Design and Hydrodynamic Performance of a Pediatric Pulsatile Pump | CESTARI, I. A.; MAZZETTO, M.; OYAMA, H. T. T.; BACHT, S.; JATENE, M. B.; CESTARI, I. N.; JATENE, F. B. |
2019 | Using Convolutional Neural Networks for Classification of Bifurcation Regions in IVOCT Images | MIYAGAWA, M.; COSTA, M. G. F.; GUTIERREZ, M. A.; COSTA, J. P. G. F.; COSTA FILHO, C. F. F. |
2020 | Fully Automated Quantification of Cardiac Indices from Cine MRI Using a Combination of Convolution Neural Networks | PEREIRA, Renato F.; REBELO, Marina S.; MORENO, Ramon A.; MARCO, Anderson G.; LIMA, Daniel M.; ARRUDA, Marcelo A. F.; KRIEGER, Jose E.; GUTIERREZ, Marco A. |
2021 | A general fully automated deep-learning method to detect cardiomegaly in chest x-rays | FERREIRA-JUNIOR, Jose Raniery; CARDENAS, Diego Armando Cardona; MORENO, Ramon Alfredo; REBELO, Marina de Fdtima de Sa; KRIEGER, Jose Eduardo; GUTIERREZ, Marco Antonio |
2020 | Multi-View Ensemble Convolutional Neural Network to Improve Classification of Pneumonia in Low Contrast Chest X-Ray Images | FERREIRA JUNIOR, Jose Raniery; CARDENAS, Diego Armando Cardona; MORENO, Ramon Alfredo; REBELO, Marina de Fatima de Sa; KRIEGER, Jose Eduardo; GUTIERREZ, Marco Antonio |
2020 | Improving the generalization of deep learning methods to segment the left ventricle in short axis MR images | GRAVES, Catharine V.; MORENO, Ramon A.; REBELO, Marina S.; NOMURA, Cesar H.; GUTIERREZ, Marco A. |
2020 | Bag-of-Attributes Representation: a Vector Space Model for Electronic Health Records Analysis in OMOP | JR, Jose M. Clementino; BONES, Christian C.; FAICAL, Bruno S.; LINARES, Oscar C.; LIMA, Daniel M.; GUTIERREZ, Marco A.; JR, Caetano Traina; TRAINA, Agma J. M. |
2021 | Texture-based classification of lung disease patterns in chronic hypersensitivity pneumonitis and comparison to clinical outcomes | PENNATI, F.; ALIBONI, L.; ANTONIAZZA, A.; BERETTA, D.; DIAS, O.; BALDI, B. G.; SAWAMURA, M.; CHATE, R. C.; CARVALHO, C. R. R. De; ALBUQUERQUE, A.; ALIVERTI, A. |
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