Luoxd1996

PhD student at UESTC. Maintain several medical datasets (WORD, SegRap2023, LNCTVSeg, RAOS).

UESTCChengdu

Pinned Repositories

DTC
Semi-supervised Medical Image Segmentation through Dual-task Consistency
Language:Python278 7 2748
MIDeepSeg
[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
Language:Python120 5 927
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
Language:Python2.1k 38 86376
WORD
[MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
Language:Python136 6 919
WSL4MIS
Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
Language:Python193 5 1632
HaN5K
[In Progressing]HaN5K: A project to develop foundation models for structure delineation in head and neck radiotherapy based on more than 5K CT scans and 10K clinical volumetric organs.
15 3 01
InterSeg
[In Progressing] A strong baseline for interactive medical image segmentation, refinement, and annotation.
Language:Python9 3 12
nnunet_mini
Language:Python17 2 02
RA-Tool
An easy tool for medical image segmentation results analysis
Language:Jupyter Notebook141
RAOS
[MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases
14 1 00

Luoxd1996's Repositories

Luoxd1996/nnunet_mini
Language:Python17 2 02
Luoxd1996/HaN5K
[In Progressing]HaN5K: A project to develop foundation models for structure delineation in head and neck radiotherapy based on more than 5K CT scans and 10K clinical volumetric organs.
15 3 01
Luoxd1996/RA-Tool
An easy tool for medical image segmentation results analysis
Language:Jupyter Notebook141
Luoxd1996/RAOS
[MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases
14 1 00
Luoxd1996/RobustNPC
[GreenJournal2023] Deep learning-based accurate delineation of primary gross tumor volume of nasopharyngeal carcinoma on heterogeneous magnetic resonance imaging: a large-scale and multi-center study
Language:Python7 2 20
Luoxd1996/AbsegNet
[RedJournal2023]Comprehensive evaluation of a deep learning model for automatic organs at risk segmentation on heterogeneous computed tomography images for abdominal radiotherapy.
Language:Python3 2 02
Luoxd1996/DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
31
Luoxd1996/AL4MIS
Active Learning for Medical Image Segmentation
2 2 0
Luoxd1996/Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
2 0 0
Luoxd1996/face_deid_ct
Function to de-identify the face of patients in head CTs
Language:Python2
Luoxd1996/LNCTVSeg
Deep learning for lymph node clinical target volume delineation in nasopharyngeal carcinoma radiotherapy.
2
Luoxd1996/MISA
Medical Image Subregion Partiton Toolkit (MISA)
Language:Jupyter Notebook2 0 0
Luoxd1996/AI4RAD
Using AI to accelerate adaptive radiotherapy, automatic GTVs, CTVs, OARs delineation, dose estimation, and survival prediction.
1 1 0
Luoxd1996/AL4GTVSeg
Active Learning for Generalizable Nasopharyngeal Carcinoma Delineation Across Multiple Centers and Raters
1 1 0
Luoxd1996/dataset
Related medical image dataset from OpenMedLab and others.
1
Luoxd1996/FastGeodis
Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)
Language:Python1 1 0
Luoxd1996/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Language:Jupyter Notebook1 0 0
Luoxd1996/ACSConv
[IEEE JBHI] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
Luoxd1996/AI_TLS_segmentation
Language:Python0 0
Luoxd1996/CLIP-SAM
Language:Jupyter Notebook0 0
Luoxd1996/CPMNetv2
CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans
0 0
Luoxd1996/cptac
Python packaging for CPTAC data
Language:Jupyter Notebook0 0
Luoxd1996/Luoxd1996.github.io
Home page of Xiangde.
Language:JavaScript1 01
Luoxd1996/lyprox
Web app for exploring patterns and correlations in the lymph node level involvements of head & neck cancer patients.
Language:Python0 0
Luoxd1996/matRad
An open source multi-modality radiation treatment planning sytem
Language:MATLAB0 0
Luoxd1996/MIDeepSegGUI2D
Language:Python0 0
Luoxd1996/Radiomics-Features-Extractor
Hand-crafted radiomics and deep learning-based radiomcis features extraction.
Luoxd1996/rebiber
A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).
Luoxd1996/Review_Molecular_profile_prediction_GNN
Spatially-aware Graph Neural Networks and Cross-level Molecular Profile Prediction in Colon Cancer Histopathology: A Retrospective Multicentre Cohort Study，volume 4, number 11, pages: e787-795, The Lancet Digital Health, 2022. https://doi.org/10.1016/S2589-7500(22)00168-6
Luoxd1996/SegRap2023
Segmentation of Organs-at-Risk and Gross Tumor Volume of NPC (SegRap2023)
Language:Python0 0