hjyai94's repositories
Single_Pathway_DeepMedic
This repo reimplements the single-pathway DeepMedic architecture
Multimodal-medical-image
总结多模态医学图像分割中论文，方法。
DP-DenseNets
This repo is the work of "Dual‐pathway DenseNets with fully lateral connections for multimodal brain tumor segmentation"
hjyai94.github.io
Personal website
3d-mri-brain-tumor-segmentation-using-autoencoder-regularization
Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Autofocus-Layer
Autofocus Layer for Semantic Segmentation
CRF
This repo contains some examples about CRF for segmenting images.
Matlab
Solve some problems in matlab
MCN
This repo is the work of "Mixture of calibrated Networks for domain generalization in brain tumor segmentation"
Pattern-Recognition
The lesson of Pattern Recongnition.
reliability-challenges-uncertainty
Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation
Tensorflow
Tensorflow简单应用
VGG
Us