Mark Graham (marksgraham)

marksgraham

Geek Repo

Company:King's College London

Location:London

Home Page:https://scholar.google.com/citations?user=oRTMle0AAAAJ&hl=en

Twitter:@marksgraham_

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Mark Graham's starred repositories

gitignore

A collection of useful .gitignore templates

License:CC0-1.0Stargazers:160051Issues:3366Issues:0

ml-engineering

Machine Learning Engineering Open Book

Language:PythonLicense:CC-BY-SA-4.0Stargazers:10311Issues:107Issues:18

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

Language:PythonLicense:MITStargazers:8212Issues:69Issues:172

MONAI

AI Toolkit for Healthcare Imaging

Language:PythonLicense:Apache-2.0Stargazers:5560Issues:91Issues:2995

GenerativeModels

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:576Issues:21Issues:260

SynthSeg

Contrast-agnostic segmentation of MRI scans

Language:PythonLicense:Apache-2.0Stargazers:345Issues:9Issues:74

RadImageNet

RadImageNet, a pre-trained convolutional neural networks trained solely from medical imaging to be used as the basis of transfer learning for medical imaging applications.

Language:PythonLicense:MITStargazers:336Issues:8Issues:18

OCT-Converter

Tools for extracting the raw optical coherence tomography (OCT) and fundus data from proprietary file formats.

Language:PythonLicense:MITStargazers:189Issues:16Issues:72

eyepy

A python package to read, analyse and visualize OCT and fundus data from various sources.

Language:PythonLicense:MITStargazers:38Issues:9Issues:12

ddpm-ood

Official PyTorch code for "Out-of-distribution detection with denoising diffusion models"

Language:PythonLicense:NOASSERTIONStargazers:37Issues:3Issues:5

DW-POSSUM

Simulate realistic diffusion-weighted MR data

Language:PythonLicense:MITStargazers:16Issues:7Issues:10

spm-hospital-preproc

A MATLAB toolbox for various preprocessing operations (registration, reslicing, denoising, segmentation, etc.) of neuroimaging data. Builds on the SPM12 software.

Language:MATLABLicense:GPL-3.0Stargazers:8Issues:3Issues:2

transformer-ood

Official PyTorch code for "Transformer-based out-of-distribution detection for clinically safe segmentation"

Language:PythonLicense:NOASSERTIONStargazers:5Issues:2Issues:0