research
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08/27/2019
Global Planar Convolutions for improved context aggregation in Brain Tumor Segmentation
In this work, we introduce the Global Planar Convolution module as a bui...
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08/27/2019
Few-shot Learning with Deep Triplet Networks for Brain Imaging Modality Recognition
Image modality recognition is essential for efficient imaging workflows ...
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11/05/2018
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
Gliomas are the most common primary brain malignancies, with different d...
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05/23/2017
3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures
This paper analyzes the use of 3D Convolutional Neural Networks for brai...
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12/02/2016