Changlu Guo's Projects
DoubleU-Net for Semantic Image Segmentation in TensorFlow Keras
This is the repository for the paper "2D Medical Image Synthesis Using Transformer-based Denoising Diffusion Probabilistic Model".
The official code for the paper "3D SA-UNet: 3D Spatial Attention UNet with 3D Atrous Spatial Pyramid Pooling for White Matter Hyperintensities Segmentation".
Attention unet for retina image segmentation
Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation
Estimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.
Bone Morrow Erythroid cells dataset for classification research.
# BX2S-Net This repository contains the code for the paper "BX2S-Net: Learning to Reconstruct 3D Spinal Structures from Bi-planar X-ray Images".
Paper and implementation of Channel Attention related model.
Fully Dense UNet implementation in medical image segmentation
DENSE RESIDUAL NETWORK FOR RETINAL VESSEL SEGMENTATION
Official code repository for: FCN-Transformer Feature Fusion for Polyp Segmention (MIUA 2022 paper)
Colab notebook to finetune GLIDE.
GLIDE: a diffusion-based text-conditional image synthesis model
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
State-of-the-art retinal vessel segmentation with minimalistic models
The official code for the paper "MeSeg: Rethinking U-Net Design for Medical Image Segmentation".
Multi-Scale GCN-Assisted Two-Stage Network for Joint Segmentation of Retinal Layers and Disc in Peripapillary OCT Images
Outlier detection challenge 2024 - a DTU Compute summer school challenge
The code of paper "Transformer-based 3D U-Net for Pulmonary Vessel Segmentation and Artery-vein Separation from CT images"
Pytorch implementation of the paper Iterative fully convolutional neural networks for automatic vertebra segmentation accepted in MIDL2018.