puzzled-hui Goto Github PK

3d-nii-visualizer

A NIfTI (nii.gz) 3D Visualizer using VTK and Qt5

aiib-fibrotic-lung-disease

[MICCAI 2023 Grand Challenge: AIIB, First Runner-up] Airway-Informed Quantitative CT Imaging Biomarker for Fibrotic Lung Disease

attentionbased-mis

[Medical Physics, 2021] Medical Image Segmentation Based on Attention mechanism(Fine-Tune for natural image[semantic/instance] segmentation)

awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

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

connectivity-aware-airway-segmentation

[IEEE JBHI, 2023] Towards Connectivity-Aware Pulmonary Airway Segmentation

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')

dif-net

Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence CVPR 2021

flare2021-baseline

[MICCAI 2021 Challenge] The official baseline model for MICCAI Challenge: Fast and Low GPU memory Abdominal oRgan sEgmentation (FLARE21)

imr-summerschool-airway-2022

[Summer School, IMR, 2022] Airway Segmentation Tutorial

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

medpy

Medical image processing in Python

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

monai

AI Toolkit for Healthcare Imaging

nnunet

oneformer

[Preprint] OneFormer: One Transformer to Rule Universal Image Segmentation.

puzzled-hui.github.io

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

sifa

taichi

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