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---
license: apache-2.0
---
# Gradient Map-Assisted Head and Neck Tumor Segmentation: A Pre-RT to Mid-RT Approach in MRI-Guided Radiotherapy

This repository contains the trained weights and validation results for the proposed methods in our study on gradient map-assisted segmentation for head and neck tumors.

### Contents
Trained Weights & Validation Results

The trained weights and validation results are located in:
- nnUNetTrainer__nnUNetPlans__3d_fullres
- nnUNetTrainer__nnUNetResEncUNetMPlans__3d_fullres_bs8


### Codebase
The original preprocessing, postprocessing, gradient map generation, and other relevant codes are available on [GitHub](https://github.com/Aarhus-RadOnc-AI/GradientSegHNTS).