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12/08/2021
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
To date few studies have comprehensively compared medical image registra...
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05/03/2021
Automated Estimation of Total Lung Volume using Chest Radiographs and Deep Learning
Total lung volume is an important quantitative biomarker and is used for...
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03/25/2021
Deep Learning with robustness to missing data: A novel approach to the detection of COVID-19
In the context of the current global pandemic and the limitations of the...
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03/15/2021
Deep Learning for Chest X-ray Analysis: A Survey
Recent advances in deep learning have led to a promising performance in ...
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07/02/2019
FRODO: Free rejection of out-of-distribution samples: application to chest x-ray analysis
In this work, we propose a method to reject out-of-distribution samples ...
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03/08/2019