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dosiomics

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ElmiraYazdani / Machine-Learning-Based-Radiodosiomics-and-Swin-UNETR-Framework-for-Dose-Prediction

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This repository presents a radiodosiomics framework for personalized [¹⁷⁷Lu]Lu-PSMA-617 RLT in mCRPC. It includes feature selection and ML models using clinical, radiomic, and dosiomic features, plus nnU-Net and Swin UNETR DL models with SSL to predict Monte Carlo–based dose rate maps.

machine-learning deep-learning regression radiomics dosimetry personalized-medicine pet-ct swin psma dosiomics visiontransformer radiopharmaceuticaltherapies theranostics
  • Updated Sep 28, 2025
  • Jupyter Notebook

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