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niftynet

Here are 5 public repositories matching this topic...

charan223 / Brain-Tumor-Segmentation-using-Topological-Loss

A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss

deep-learning topology tensorflow cnn segmentation fcn image-segmentation 3d-segmentation topology-validation losses brats brain-tumor-segmentation niftynet brats-dataset

Updated Apr 17, 2019
Python

fepegar / miccai-educational-challenge-2019

Tutorial about combining PyTorch and NiftyNet for deep learning and medical image computing

tutorial tensorflow cnn pytorch medical-imaging resnet tensorflow-tutorials convolutional-neural-networks image-segmentation medical-image-processing miccai niftynet

Updated Aug 24, 2019
Jupyter Notebook

SiyangJ / NeonateSeg

Neonate segmentation project at NIRAL, UNC, with Dr. Martin Styner.

deep-learning tensorflow unet convolutional-neural-network brain-mri fully-convolutional-network unet-image-segmentation niftynet

Updated Apr 12, 2019
Jupyter Notebook

andreasstefani / autofocus-layer

NiftyNet-based implementation of the Autofocus Layer for semantic segmentation.

machine-learning deep-learning medical-imaging convolutional-neural-networks brain-tumor-segmentation glioma niftynet autofocus-layer

Updated Apr 2, 2020
Python

andreasstefani / autofocus-net

NiftyNet-based implementation of Autofocus Net and Autofocus Layer.

machine-learning deep-learning medical-imaging convolutional-neural-networks brain-tumor-segmentation glioma niftynet autofocus-layer

Updated Apr 2, 2020
Python

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