zhennongchen
Postdoc at Harvard Medical School and Massachusetts General Hospital
Harvard Medical School and Massachusetts General HospitalBoston
Pinned Repositories
AI_chamber_segmentation_plane_re-slicing
A deep learning (DL) pipeline to simultaneously predict multi-chamber segmentation and all cardiac imaging planes. Author: Zhennong Chen, PhD
DL_WMA_by_VR_Final_v_ZC
A deep learning pipeline to detect Left Ventricle Wall Motion Abnormality from volume-rendered 4DCT data. Author: Zhennong Chen, PhD
NeuralCT_new_seg_Final_v_ZC
An implicit neural representation framework to correct motion artifacts from CT. Author: Zhennong Chen, PhD
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
SAM tailored for cine CMR segmentation
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
Diffusion_for_CT_motion
diffusion model for CT motion correction
Senior_Project_code
zhennongchen's Repositories
zhennongchen/cineCMR-SAM
SAM tailored for cine CMR segmentation
zhennongchen/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
zhennongchen/Senior_Project_code
zhennongchen/2DUNet_CT_Seg_Final_v_ZC
a 2D U-Net pipeline to segment heart chambers in CT 3D volumes.
zhennongchen/4DCT-LV-Strain
Software package to estimate regional left ventricular endocardial strains from 4DCT cardiac scans
zhennongchen/AI_plane_reslicing_product_version
zhennongchen/Diffusion_for_CT_motion
diffusion model for CT motion correction
zhennongchen/Coursera_Deep_Learning_Specialization
zhennongchen/CTProjector
GPU projectors for tomography
zhennongchen/DeepStrain
A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics
zhennongchen/docker_example
A blank docker example that create user upon entry
zhennongchen/Dockerfiles
all my docker files
zhennongchen/dvpy
Zhennong's fork on dvpy, edited to fit AI reslicing project
zhennongchen/five-video-classification-methods
Zhennong's fork on five video classification methods, edit to differentiate normal and abnormal heart functions
zhennongchen/GAN_Specialization_Coursera
zhennongchen/Image_Function_List
A repository to save zc_function_list
zhennongchen/Joint_motion_seg_estimate_CMR
[MICCAI'18] Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences
zhennongchen/Kaggle_Models_Collection
zhennongchen/NeuralMeshFlow
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows
zhennongchen/PSF_generation
Motion Blurred Images Generation. Forked from: http://home.deib.polimi.it/boracchi/Projects/PSFGeneration.html
zhennongchen/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
zhennongchen/Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
zhennongchen/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。
zhennongchen/self-attention-cv
From the-AI-summer website. Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
zhennongchen/spatial-transformer-network
Spatial Transformer Network (STN) provides attention to a particular region to in an image, by doing transformation to the input image. The code in this repository does Affine transformation to image, but other transformation can be explored.
zhennongchen/stylegan
StyleGAN - Official TensorFlow Implementation
zhennongchen/Synthesize_heart_function_movie
synthesize heart function movie with normal EF and abnormal EF
zhennongchen/Synthesize_infarction_movie
synthesize heart with three classes of myocardial infarction
zhennongchen/U-Net-2D
a 2D U-Net for CT chamber segmentation
zhennongchen/Video-Classification