CNN-based Segmentation of Medical Imaging Data

11 Jan 2017Baris KayalibayGrady JensenPatrick van der Smagt

Convolutional neural networks have been applied to a wide variety of computer vision tasks. Recent advances in semantic segmentation have enabled their application to medical image segmentation... (read more)

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Evaluation Results from the Paper


 SOTA for Brain Tumor Segmentation on BRATS-2015 (using extra training data)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
COMPARE
Brain Tumor Segmentation BRATS-2015 CNN + 3D filters Dice Score 85% # 1