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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

book_of_recipes

Repository for the exercises of the Grad School Git Course (https://github.com/ImperialCollegeLondon/grad_school_git_course)

cmr-x-recon-2023-imperial

Clean Repo of CMRxRecon

cmrxrecon

Code for the Cardiac MRI Reconstruction Challenge (CMRxRecon)

cmrxrecon2024

Code for the Cardiac MRI Reconstruction Challenge 2024 (CMRxRecon2024)

cmrxrecon2024-snippets

CMRxRecon2024相关的代码片段

cyclemorph

deepali

Image, point set, and surface registration in PyTorch.

disent

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images.

magic-k-net

Data Augmentation of Multi-coil MRI Data

mermaid

Image registration using pytorch

modl_torch

Self implementation of MoDL

newmodl

pcmc-t1

Free-breathing myocardial T1 mapping with Physically-Constrained Motion Correction

radiomics-features-extractor

Hand-crafted radiomics and deep learning-based radiomcis features extraction.

registration-nice-trans

[MICCAI2023] NICE-Trans: Non-iterative Coarse-to-fine Transformer Networks for Joint Affine and Deformable Image Registration

statistical-shape-model

Statistical shape model of the heart

tag_tracking

ML based Motion Tracking and Synthetic MR Motion Image Generator

torchir

Deep learning image registration library for PyTorch

warppinn

x-metric

X-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing (TPAMI)