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07/26/2021
Weakly Supervised Attention Model for RV StrainClassification from volumetric CTPA Scans
Pulmonary embolus (PE) refers to obstruction of pulmonary arteries by bl...
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01/13/2019
The Liver Tumor Segmentation Benchmark (LiTS)
In this work, we report the set-up and results of the Liver Tumor Segmen...
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03/03/2018
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification
Deep learning methods, and in particular convolutional neural networks (...
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02/21/2018
Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection
In this work we present a novel system for generation of virtual PET ima...
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01/08/2018
Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification
In this paper, we present a data augmentation method that generates synt...
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01/07/2018
Anatomical Data Augmentation For CNN based Pixel-wise Classification
In this work we propose a method for anatomical data augmentation that i...
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07/30/2017
Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results
In this work we present a novel system for PET estimation using CT scans...
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07/19/2017