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Satwant Kumar's Projects

3d-unet icon 3d-unet

Source code for the stroke lesion segmentation paper.

3dcnn.torch icon 3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

3dmrisegmentation icon 3dmrisegmentation

Code for NeuroImage: Clinical paper "Automatic post-stroke lesion segmentation on MR images using 3D residual convolutional neural network."

antspynet icon antspynet

Medical image analysis framework merging ANTsPy and deep learning

autoencoders icon autoencoders

Implementation of several different types of autoencoders

beta-vae icon beta-vae

A Pytorch Implementation of the Beta-VAE

bicyclegan icon bicyclegan

[NIPS 2017] Toward Multimodal Image-to-Image Translation

blender-aid icon blender-aid

Automatically exported from code.google.com/p/blender-aid

brainagepredictionresnet icon brainagepredictionresnet

3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).

c3d icon c3d

C3D is a modified version of BVLC caffe to support 3D ConvNets.

caffe icon caffe

Caffe: a fast open framework for deep learning.

cnn-registration icon cnn-registration

A image registration method using convolutional neural network features.

communication-subspace icon communication-subspace

Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2018)

dc-ign icon dc-ign

The Deep Convolutional Inverse Graphics Network

dcgan.torch icon dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

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