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9 search results found

Deepbrainseg ⭐ 167

Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

Livianet ⭐ 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"

Brain Segmentation ⭐ 124

Deep learning based skull stripping and FLAIR abnormality segmentation in brain MRI using U-Net

Hyperdensenet ⭐ 106

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemic TB whole-person research.The pipeline is based on nn-UNet and has the capability to segment 120 unique tissue classes from a whole-body 18F-FDG PET/CT image.

Code for DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation

Quicknatv2 ⭐ 47

Fast Whole Brain Segmentation (Layers, codes and Pre-trained Models)

Assemblynet ⭐ 31

AssemblyNet: 3D Whole Brain MRI segmentation pipeline

Icvmapp3r ⭐ 12

AICONSlab's brain extraction (skull-stripping) algorithm using CNNs

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