zhennongchen Goto Github PK

2dunet_ct_seg_final_v_zc

a 2D U-Net pipeline to segment heart chambers in CT 3D volumes.

4dct-lv-strain

Software package to estimate regional left ventricular endocardial strains from 4DCT cardiac scans

ai_plane_reslicing_product_version

cinecmr-sam

code will be uploaded soon.

cmr_mc_sr_end2end

An end-to-end deep learning solution to perform motion correction (MC) and super-resolution (SR) concurrently in CMR SAX slices. Author: Zhennong Chen, PhD

cnn-mar

Convolutional neural network based metal artifact reduction (CNN-MAR) in x-ray computed tomography

coursera_deep_learning_specialization

ct-red_cnn_tensorflow

Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN)

ctprojector

GPU projectors for tomography

deepstrain

A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics

docker_example

A blank docker example that create user upon entry

dockerfiles

all my docker files

dvpy

Zhennong's fork on dvpy, edited to fit AI reslicing project

ece225a

Zhennong Chen and Yifan Zhou's collaboration on UCSD ECE225A project

edsr-tensorflow

Tensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution

five-video-classification-methods

Zhennong's fork on five video classification methods, edit to differentiate normal and abnormal heart functions

gan_specialization_coursera

image_function_list

A repository to save zc_function_list

joint_motion_seg_estimate_cmr

[MICCAI'18] Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences

kaggle_models_collection

neuralmeshflow

Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

psf_generation

Motion Blurred Images Generation. Forked from: http://home.deib.polimi.it/boracchi/Projects/PSFGeneration.html

pulmonarytoolkit

Lung medical image analysis and visualisation software for Matlab.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

quantile-regression-tensorflow

Implementations of Quantile Regression

run

润学全球官方指定GITHUB，整理润学宗旨、纲领、理论和各类润之实例；解决为什么润，润去哪里，怎么润三大问题； 并成为新**人的核心宗教，核心信念。

self-attention-cv

From the-AI-summer website. Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

senior_project_code