A model for fully-automated segmentation of healthy organs in PSMA PET/CT images
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Nov 19, 2024 - Python
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psma
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🥇 Winning solution for the DeepPSMA Grand Challenge, MICCAI 2025
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Aug 21, 2025 - Python
How To Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate Cancer Metastatic Lesions on PET Volumes Using Multi-Angle Maximum Intensity Projections and Diffusion Models
python pytorch biomedical-image-processing biomedical-image-segmentation diffusion-models psma ddpm pet-imaging metastatic-cancer-detection
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Dec 4, 2024 - Jupyter Notebook
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
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Sep 28, 2025 - Jupyter Notebook
PSMA Geocoded National Address File | Australian Government Data / PSMA
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Aug 14, 2020 - Shell
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