Name: Minghui Zhang
Type: User
Company: Institute of Medical Robotics, Shanghai Jiao Tong University
Bio: Ph.D. Student in Institute of Medical Robotics, Shanghai Jiao Tong University.
Location: Shanghai, China
Blog: https://scholar.google.com/citations?user=CepcxZcAAAAJ&hl=zh-CN
Minghui Zhang's Projects
A NIfTI (nii.gz) 3D Visualizer using VTK and Qt5
[MICCAI 2023 Grand Challenge: AIIB, First Runner-up] Airway-Informed Quantitative CT Imaging Biomarker for Fibrotic Lung Disease
[Medical Physics, 2021] Medical Image Segmentation Based on Attention mechanism(Fine-Tune for natural image[semantic/instance] segmentation)
A curated list of resources for Learning with Noisy Labels
A framework for data augmentation for 2D and 3D image classification and segmentation
Cayman is a Jekyll theme for GitHub Pages
Useful CMake Examples
[IEEE JBHI, 2023] Towards Connectivity-Aware Pulmonary Airway Segmentation
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')
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence CVPR 2021
[MICCAI 2021 Challenge] The official baseline model for MICCAI Challenge: Fast and Low GPU memory Abdominal oRgan sEgmentation (FLARE21)
[Summer School, IMR, 2022] Airway Segmentation Tutorial
[MICCAI 2023 Grand Challenge: LNQ, First Runner-up] Transfer Mapping for Clinically Relevant Lymph Nodes in The Mediastinal Area of CT data
Medical image processing in Python
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
AI Toolkit for Healthcare Imaging
[Preprint] OneFormer: One Transformer to Rule Universal Image Segmentation.
PyTorch Tutorial for Deep Learning Researchers
Everything about Transfer Learning and Domain Adaptation--迁移学习
[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
the Vascular Modeling Toolkit