Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment
Gündel, Sebastian, Setio, Arnaud A.A., Ghesu, Florin C., Grbic, Sasa, Georgescu, Bogdan, Maier, Andreas, Comaniciu, Dorin
Published in Medical image analysis (01.08.2021)
Published in Medical image analysis (01.08.2021)
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Generating modified medical images and detecting abnormal structures
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Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation
Guendel, Sebastian, Setio, Arnaud Arindra Adiyoso, Grbic, Sasa, Maier, Andreas, Comaniciu, Dorin
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Year of Publication 05.08.2020
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GENERATING MODIFIED MEDICAL IMAGES AND DETECTING ABNORMAL STRUCTURES
GRBIC, Sasa, GUENDEL, Sebastian, COMANICIU, Dorin, ADIYOSO, Arnaud Arindra
Year of Publication 16.09.2021
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Year of Publication 16.09.2021
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Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels
Guendel, Sebastian, Ghesu, Florin C, Grbic, Sasa, Gibson, Eli, Georgescu, Bogdan, Maier, Andreas, Comaniciu, Dorin
Year of Publication 15.05.2019
Year of Publication 15.05.2019
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Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks
Guendel, Sebastian, Grbic, Sasa, Georgescu, Bogdan, Zhou, Kevin, Ritschl, Ludwig, Meier, Andreas, Comaniciu, Dorin
Year of Publication 12.03.2018
Year of Publication 12.03.2018
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Journal Article
Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment
Ghesu, Florin C, Georgescu, Bogdan, Gibson, Eli, Guendel, Sebastian, Kalra, Mannudeep K, Singh, Ramandeep, Digumarthy, Subba R, Grbic, Sasa, Comaniciu, Dorin
Year of Publication 18.06.2019
Year of Publication 18.06.2019
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Journal Article
Multi-task learning for chest X-ray abnormality classification
Guendel, Sebastian, Grbic, Sasa, Comaniciu, Dorin, Gibson, Eli, Ghesu, Florin-Cristian, Georgescu, Bogdan
Year of Publication 23.06.2020
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Year of Publication 23.06.2020
Patent