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An Augmentation Strategy to Mimic Multi-Scanner ...
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由 MI Meyer 著作2021被引用 3 次 — We propose a novel data augmentation approach with the aim of approximating the variability in terms of intensities and contrasts present in real world clinical ...
An Augmentation Strategy to Mimic Multi-Scanner ...
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由 MI Meyer 著作2021被引用 3 次 — In the present work we propose a novel DA approach with the aim of reducing the scanner bias of models trained on single-scanner data. We randomly modify the ...
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An Augmentation Strategy to Mimic Multi-Scanner Variability in MRI
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Dive into the research topics of 'An Augmentation Strategy to Mimic Multi-Scanner Variability in MRI'. Together they form a unique fingerprint. Anatomical ...
An augmentation strategy to mimic multi-scanner variability ...
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2021年3月23日 — We propose a novel data augmentation approach with the aim of approximating the variability in terms of intensities and contrasts present in ...
An Augmentation Strategy to Mimic Multi-Scanner Variability in MRI
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A novel data augmentation approach with the aim of approximating the variability in terms of intensities and contrasts present in real world clinical data, ...
An Augmentation Strategy to Mimic Multi-Scanner ...
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... This work builds on the preliminary research paper An augmentation strategy to mimic multi-scanner variability in MRI, accepted for presentation at the ...
A Contrast Augmentation Approach to Improve Multi ...
National Institutes of Health (NIH) (.gov)
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National Institutes of Health (NIH) (.gov)
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由 MI Meyer 著作2021被引用 20 次 — We propose a novel data augmentation approach based on Gaussian Mixture Models (GMM-DA) with the goal of increasing the variability of a given dataset in terms ...
A Contrast Augmentation Approach to Improve Multi- ...
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由 MI Meyer 著作2021被引用 20 次 — We propose a novel data augmentation approach based on Gaussian Mixture Models (GMM-DA) with the goal of increasing the variability of a given dataset in terms ...
Roberto Paolella
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A contrast augmentation approach to improve multi-scanner generalization in MRI. MI Meyer, E de la Rosa, N Pedrosa de Barros, R Paolella, K Van Leemput, ...
Paolella, Roberto
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A contrast augmentation approach to improve multi-scanner generalization in MRI ... An augmentation strategy to mimic multi-scanner variability in MRI. Meyer ...