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marphy's Projects

amico icon amico

Accelerated Microstructure Imaging via Convex Optimization (AMICO) from diffusion MRI data

beast icon beast

C implementation of Brain Extraction based on nonlocal Segmentation Technique

caffe icon caffe

Caffe: a fast open framework for deep learning.

ccs icon ccs

Connectome Computation System

cluster_roi icon cluster_roi

Python script to perform the spatially constrained parcellation of functional MRI data as described in Craddock et al., Human Brain Mapp., 33 (9) 2012

deepmedic icon deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

deepvariant icon deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

dicomifier icon dicomifier

Convert data from Bruker to DICOM and from DICOM to NIfTI

digits icon digits

Deep Learning GPU Training System

fftw3 icon fftw3

This is the official repository for the FFTW Fourier transform library, version 3.x

framework icon framework

Machine learning, computer vision, statistics and general scientific computing for .NET

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

malsar icon malsar

Multi-task learning via Structural Regularization

mrtrix3 icon mrtrix3

MRtrix provides a set of tools to perform various advanced diffusion MRI analyses, including constrained spherical deconvolution (CSD), probabilistic tractography, track-density imaging, and apparent fibre density

mvgcn icon mvgcn

Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)

prml icon prml

Pattern recognition and machine learning toolbox

pycortex icon pycortex

Pycortex is a python-based toolkit for surface visualization of fMRI data

pydiq icon pydiq

Simple DICOM browser in Python (currently not maintained)

pymvpa icon pymvpa

MultiVariate Pattern Analysis in Python

pyradiomics icon pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

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