Minghui Zhang's repositories
Connectivity-Aware-Airway-Segmentation
[IEEE JBHI, 2023] Towards Connectivity-Aware Pulmonary Airway Segmentation
AttentionBased-MIS
[Medical Physics, 2021] Medical Image Segmentation Based on Attention mechanism(Fine-Tune for natural image[semantic/instance] segmentation)
AIIB-Fibrotic-Lung-Disease
[MICCAI 2023 Grand Challenge: AIIB, First Runner-up] Airway-Informed Quantitative CT Imaging Biomarker for Fibrotic Lung Disease
IMR-SummerSchool-Airway-2022
[Summer School, IMR, 2022] Airway Segmentation Tutorial
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
Coronary-Artery-Tracking-via-3D-CNN-Classification
The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier')
Lymph-Node-Mapping
[MICCAI 2023 Grand Challenge: LNQ, First Runner-up] Transfer Mapping for Clinically Relevant Lymph Nodes in The Mediastinal Area of CT data
3d-nii-visualizer
A NIfTI (nii.gz) 3D Visualizer using VTK and Qt5
batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
cayman
Cayman is a Jekyll theme for GitHub Pages
cmake-examples
Useful CMake Examples
FLARE2021-Baseline
[MICCAI 2021 Challenge] The official baseline model for MICCAI Challenge: Fast and Low GPU memory Abdominal oRgan sEgmentation (FLARE21)
medpy
Medical image processing in Python
DIF-Net
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence CVPR 2021
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
MONAI
AI Toolkit for Healthcare Imaging
OneFormer
[Preprint] OneFormer: One Transformer to Rule Universal Image Segmentation.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
ummkd
[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
vmtk
the Vascular Modeling Toolkit