Junyu Chen (junyuchen245)

junyuchen245

Geek Repo

Company:Johns Hopkins University

Location:Baltimore, MD

Home Page:junyuchen.me

Twitter:@jchen245

Github PK Tool:Github PK Tool


Organizations
JHU-MedImage-Reg
sigbir

Junyu Chen's repositories

Transformer_for_medical_image_analysis

A collection of papers about Transformer in the field of medical image analysis.

TransMorph_Transformer_for_Medical_Image_Registration

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

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ViT-V-Net_for_3D_Image_Registration_Pytorch

Vision Transformer for 3D medical image registration (Pytorch).

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Unsuprevised_Seg_via_CNN

An unsupervised (or self-supervised) loss function for binary image segmentation (TensorFlow)

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Fully_Unsupervised_CNN_Registration_Keras

Fully unsupervised 2D/3D image registration with ConvNet (TensorFlow)

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Preprocessed_IXI_Dataset

Preprocessed IXI brain MRI dataset with subcortical segmentation

Semi-supervised_FCM_Loss_for_Segmentation

Supervised and unsupervised loss functions for image segmentation based on the classical FCM objective function. (TensorFlow and PyTorch)

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TransMorph_DCA

Deformable Cross-Attention Transformer for Medical Image Registration (PyTorch)

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TransMorph_TVF

Unsupervised Learning of Diffeomorphic Image Registration via TransMorph (PyTorch)

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Registration_Uncertainty

From Registration Uncertainty to Segmentation Uncertainty (PyTorch)

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Correlation_Ratio

Correlation Ratio for multi- and mono-modal image registration (PyTorch)

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Spatially_varying_regularization

Learning spatially varying regularization for medical image registration (PyTorch)

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junyuchen245

My personal repository.

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Keras-GAN

Keras implementations of Generative Adversarial Networks.

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neurite

Neural networks toolbox focused on medical image analysis

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Poisson_Likelihood_Loss_pytorch

This is a PyTorch implementation of the Poisson Likelihood loss function used for NM image reconstruction.

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tensorflow

An Open Source Machine Learning Framework for Everyone

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voxelmorph

Unsupervised Learning for Image Registration

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