Discover Luoxd1996/RobustNPC Open Source project

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Language
Python
License
MIT License
Created almost 2 years ago
Updated over 1 year ago

Luoxd1996

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[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

RAOS

[MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases

nnunet_mini

Python

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.

RA-Tool

An easy tool for medical image segmentation results analysis

Jupyter Notebook

InterSeg

[In Progressing] A strong baseline for interactive medical image segmentation, refinement, and annotation.

Python

Rank2nuclearSegmentation

Self-supervised learning for nuclear segmentation by learning to rank

Python

AbsegNet

[RedJournal2023]Comprehensive evaluation of a deep learning model for automatic organs at risk segmentation on heterogeneous computed tomography images for abdominal radiotherapy.

Python

AL4MIS

Active Learning for Medical Image Segmentation

LNCTVSeg

Deep learning for lymph node clinical target volume delineation in nasopharyngeal carcinoma radiotherapy.

AL4GTVSeg

Active Learning for Generalizable Nasopharyngeal Carcinoma Delineation Across Multiple Centers and Raters

AI4RAD

Using AI to accelerate adaptive radiotherapy, automatic GTVs, CTVs, OARs delineation, dose estimation, and survival prediction.

Luoxd1996/RobustNPC

Luoxd1996

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