Search Results
U-Net: Convolutional Networks for Biomedical Image Segmentation
bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets
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There is large consent that successful training of deep networks requires many thousand annotated training samples.
Ranked #1 on
Semantic Segmentation
on STARE
Enforcing temporal consistency in Deep Learning segmentation of brain MR images
bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets
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Proposed CNN based segmentation approaches demonstrate how 2D segmentation using prior slices can provide similar results to 3D segmentation while maintaining good continuity in the 3D dimension and improved speed.
3D Medical Imaging Segmentation
4D Spatio Temporal Semantic Segmentation
+3
UNet++: A Nested U-Net Architecture for Medical Image Segmentation
bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets
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Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
Ranked #1 on
Video Polyp Segmentation
on SUN-SEG-Easy
Attention U-Net: Learning Where to Look for the Pancreas
bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets
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We propose a novel attention gate (AG) model for medical imaging that automatically learns to focus on target structures of varying shapes and sizes.
Ranked #1 on
Pancreas Segmentation
on CT-150
