xiangxh1

xiangxh1's Stars

• ai-dawang/PlugNPlay-Modules

  Language:Python3.3k261

• MIC-DKFZ/MedNeXt

  [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.

  Language:Python38134

• Amshaker/unetr_plus_plus

  [IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation

  Language:Python41139

• xmed-lab/TriALS

  MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.

  Language:Python755

• tiffany9056/UU-Mamba

  We introduce a new model UU-Mamba for segmenting cardiac MRI images. The model combines the U-Mamba model, an uncertainty-aware loss function, and the SAM optimizer.

  Language:Python293

• anonymously123456/MISSU

  Language:Python123

• farhancv09/Vessel_Segmentation

  This repository contains codes for vessel segmentation for MRA images and can be applied to other 3D datasets.

  Language:Python9

• 282857341/nnFormer

  Language:Python82784

• cchen-cc/MA-SAM

  PyTorch implementation for MA-SAM

  Language:Python14510

• Beckschen/3D-TransUNet

  This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"

  Language:Python23720

• Kent0n-Li/nnSAM

  Language:Python843

• MIC-DKFZ/dynamic-network-architectures

  Language:Python9436

• MIC-DKFZ/batchgenerators

  A framework for data augmentation for 2D and 3D image classification and segmentation

  Language:Jupyter Notebook1.1k224

• AntonotnaWang/NaviAirway

  NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline

  Language:Jupyter Notebook4911

• raidionics/AeroPath

  :hugs: AeroPath: An airway segmentation benchmark dataset with challenging pathology

  Language:Jupyter Notebook357

• MIC-DKFZ/nnUNet

  Language:Python6.4k1.9k

• senseek/piaoxingqiu

  票星球自动抢票

  15965

• Puzzled-Hui/Connectivity-Aware-Airway-Segmentation

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

  Language:Python153

• paulmtree/Lung-Segmentation-Project

  This project uses a process known as segmentation to extract individual lung components from CT scans such as the airway, bronchioles, outer lung structure, and cancerous growths. Mathematical descriptions of these objects can be used for AI research, such as predicting benign vs malignant tumors to prevent unnecessary and invasive cancer treatments, early recognition of tumors, and modeling the growth rate of tumors.

  Language:Python277

• haozheng-sjtu/3d-airway-segmentation

  3D airway segmentation method

  Language:Python5911

• antonioguj/bronchinet

  Airway segmentation from chest CTs using deep Convolutional Neural Networks

  Language:Python6726

• EndoluminalSurgicalVision-IMR/ATM-22-Related-Work

  [MedIA 2023/MICCAI 2022 Grand Challenge]: Airway Tree Modeling (ATM'22) Related Work Collections, also includes the state-of-the-art works on pulmonary airway segmentation and related works.

  Language:Python14622

• matterport/Mask_RCNN

  Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

  Language:Python25k11.7k

• oleg-kufirin/bronchial-detection-deep-learning

  Deep Learning for Improved Bronchial Tree Segmentation in CT Images

  Language:Python32

• LiquidFun/Airway

  Automatic classification of tertiary bronchi based on bronchus masks using a rule-based approach.

  Language:Python4019