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SAP – AI Model by joriswuts | AlphaNeural AI
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SAP
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SAP + SkelSeg + SSL
This repository contains three PyTorch checkpoints:
SAP
: fine-tuned model trained via
Supervised Anatomical Pretraining
for
segmentation of metastatic bone lesions
.
SkelSeg
: skeleton segmentation model used for the supervised anatomical pretraining stage.
SSL
: self-supervised pretraining model.
Minimal code example
https://github.com/jwutsetro/SAP
Paper
https://doi.org/10.1016/j.jbo.2026.100745
Repository structure
sap/sap.pt
— SAP checkpoint (metastatic bone lesion segmentation)
skelseg/SkelSeg.pt
— SkelSeg checkpoint (skeleton segmentation)
ssl/SSL.pt
— SSL checkpoint (self-supervised pretraining)
License
Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0).
