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3d-heart-models

3d-machine-learning

A resource repository for 3D machine learning

3du-net

A baseline 3D U-Net implementation that follows the architecture of Cicek et al. as close as possible, implemented in TF2/keras

ants

Advanced Normalization Tools (ANTs)

asclepios-dicom-viewer

Bachelor thesis project. A DICOM Viewer written in C++, QT and VTK.

awesome-3d-vision

3D computer vision incuding SLAM，VSALM，Deep Learning，Structured light，Stereo，Three-dimensional reconstruction，Computer vision，Machine Learning and so on

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-scientific-computing

:sunglasses: Curated list of awesome software for numerical analysis and scientific computing

chatgpt_academic

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能

cimas

Cardiac Image Multi-Atlas Segmentation pipeline (CIMAS)

cmr-seg-tl

Companion repository for "Knowledge Transfer and Transfer Learning for Cardiac Image Segmentation"

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

cvpr-2021-papers

da_cmr

Domain-adversarial learning for cine cardiac MR segmentation

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deeplearning-models

A collection of various deep learning architectures, models, and tips

densenet

Code for Densely Connected Convolutional Networks (DenseNets)

dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

evaluation-metrics

Evaluation of cardiac MRI predictions with given metrics

gptoolbox

Matlab toolbox for Geometry Processing.

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

labs

EchoNet-Labs is a set of model for estimating common biomarkers (BNP, Troponin I, BUN, Hgb, etc) from A4c echocardiogram videos.

ldrb_fibers

Adapted version of the Laplace–Dirichlet Rule-Based (LDRB) algorithm for generating ventricular fibers

lge-quant-emidec

ma-socratis

Multi-Atlas - Segmentation Of Cardiac Regions And Total Ifarct Scar (MA-SOCRATIS) is an unsupervised automatic pipeline that is capable of segmenting ventricular myocardium and scar from late gadolinium enhanced MR images (LGE-MRI) of left ventricle

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

machine-learning-notes

Collection of useful machine learning codes and snippets (originally intended for my personal use)

meshio

:spider_web: input/output for many mesh formats

metrics

Machine learning metrics for distributed, scalable PyTorch applications.