Read the usage disclaimer before requesting access
GEPAR3D is a research artifact, not a production-ready or clinically validated system. Earlier versions of this repository withheld these final weights for exactly that reason: the coarse ROI segmentation weights, class-weighting parameters, and SSM-derived Wasserstein penalty matrix were released so the results could be fully reproduced by retraining from scratch, without enabling unsupervised deployment of a finished model. We are now releasing the trained weights as well, under CC-BY-NC-4.0 (to prevent uncredited or unlicensed commercial reuse) and behind manual access review (so we retain some visibility into who is using them and for what purpose). By requesting access you confirm you understand this model is NOT a certified medical device, has NOT been validated for clinical decision-making, and must NOT be used as the sole basis for diagnosis, treatment planning, or any patient-facing decision, and that you have read the "Bias, Risks, and Limitations" and "Out-of-Scope Use" sections of the model card below.
The GEPAR3D weights are provided for non-commercial research reproducibility and reuse only. They are shared "as is," with no warranty, are not a certified medical device, and must not be integrated into any clinical, diagnostic, or commercial product without independent validation and proper licensing. Please state your intended research use below.
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