Deep learning based radiotherapy delineation guideline classifier
This repository contains code and documentation used in the publication "Deep learning-based classification of organs at risk and delineation guideline in pelvic cancer radiation therapy" by Jamtheim Gustafsson et al. 2023, Journal of Applied Clinical Medical Physics, https://aapm.onlinelibrary.wiley.com/doi/10.1002/acm2.14022#. Please connect the numbers in the list below to the number in each file present in the repository folder. It represents the natural flow of code execution, from data preparation to model inference.
(1.) Generation of Nifti files from DICOM raw data
(2.) Creation of dataset and training database
(3.) Model training
(4.) Model inference
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