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Search results for convolutional neural networks mri
convolutional-neural-networks
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mri
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13 search results found
Fastmri
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1,197
A large-scale dataset of both raw MRI measurements and clinical MRI images.
Cnn 3d Images Tensorflow
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176
3D image classification using CNN (Convolutional Neural Network)
Deep Mri Reconstruction
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159
Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo
Livianet
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133
This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"
Fastmri Reproducible Benchmark
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122
Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.
Cnn_design_for_ad
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67
Code for "Generalizable deep learning model for early Alzheimer’s disease detection from structural MRIs"
Semidensenet
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48
Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.
Mridc
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33
Data Consistency Toolbox for Magnetic Resonance Imaging
Hippmapp3r
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27
AICONSlab's hippocampal segmentation algorithm using CNNs
Brainagepredictionresnet
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20
3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).
Nn Segmentation For Lar
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20
Neural networks to segment some type of biomedical images
Icvmapp3r
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12
AICONSlab's brain extraction (skull-stripping) algorithm using CNNs
Deepdti
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11
DeepDTI Tutorial
Paint4brains
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7
A brain MRI segmentation tool that provides accurate robust segmentation of problematic brain regions across the neurodegenerative spectrum. The methodology is generalisable to perform well with the typical variance in MRI acquisition parameters and other factors that influence image contrast.
Roodmri
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6
AICONSlab's DL benchmarking platform to OOD data in MRI
Resseg Ijcars
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5
Code, data and model for Pérez-García et al. 2021, "A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections"
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1-13 of 13 search results
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