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https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

Jupyter Notebook 4,060 2,437 Updated Jan 1, 2025

Medical image analysis framework merging ANTsR and deep learning

R 63 18 Updated Jan 4, 2025

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

Python 186 43 Updated Aug 1, 2023

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-s…

Python 161 52 Updated Nov 20, 2019

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

Jupyter Notebook 68 24 Updated Nov 1, 2023

MRI brain extraction tool

Python 300 66 Updated Dec 18, 2024

Deep Learning tools for brain medical images

Python 135 38 Updated Jul 27, 2024

The fast.ai course notebooks

Jupyter Notebook 2,578 1,009 Updated Oct 8, 2024

Structural Neuroimaging Analysis in Python

Jupyter Notebook 27 18 Updated Jan 14, 2025

Common curation/preprocessing/qc scripts for AOMIC

Python 8 2 Updated Mar 10, 2022

The fastai book, published as Jupyter Notebooks

Jupyter Notebook 22,343 8,569 Updated Aug 16, 2024

The fastai deep learning library

Jupyter Notebook 26,494 7,569 Updated Dec 14, 2024

Temporary home for fastai v2 while it's being developed

Jupyter Notebook 644 234 Updated Aug 17, 2020

Notebooks for the "A walk with fastai2" Study Group and Lecture Series

Jupyter Notebook 746 165 Updated Nov 13, 2021

MONAI Tutorials

Jupyter Notebook 1,933 696 Updated Jan 7, 2025

AI Toolkit for Healthcare Imaging

Python 6,022 1,112 Updated Jan 14, 2025

This repository contains all code snippets and reports for a master's degree thesis focused on automatic Alzheimer diagnosis using Deep Learning and MRI images

Jupyter Notebook 40 8 Updated Nov 26, 2020

DLTK Model Zoo

Jupyter Notebook 114 27 Updated Jun 17, 2018

Deep Learning Toolkit for Medical Image Analysis

Python 1,432 403 Updated Mar 24, 2023

This repository includes the preprocessing steps for MRI Knee images. These files are then imported in my main model for Image Registration and Segmentation using Deep Learning

Python 15 2 Updated Nov 8, 2020

MP2RAGE Scripts - T1 map correction & Background noise removal

MATLAB 53 28 Updated Mar 22, 2023

A Python package for modular causal inference analysis and model evaluations

Python 747 99 Updated Jul 31, 2024

BASH scripts to process and analyze neuroimaging data using FSL and Freesurfer

Shell 1 Updated Feb 18, 2019

Workflows and interfaces for neuroimaging packages

Python 1 1 Updated Jul 29, 2020