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A model for fully-automated segmentation of healthy organs in PSMA PET/CT images
🥇 Winning solution for the DeepPSMA Grand Challenge, MICCAI 2025
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
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.
PSMA Geocoded National Address File | Australian Government Data / PSMA