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computational-anatomy

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How much can organ shape alone reveal? Using 1,228 whole-body CTs (16 organs, intensity discarded), we predict sex (AUC 0.87), age (MAE 9.3 yr), and show shape is near-unique per person. Hip bones carry the strongest signal. Shape outperforms intensity for sex — the signal is geometric. Code + reproducible pipeline.

  • Updated Sep 14, 2026
  • Python
mentoplan

Do the chin implant surgery virtually first: open-source patient-specific planning from CT/CBCT or 3D face scans, with physics-based (FEM) soft-tissue prediction, healing, expressions and honest uncertainty ranges.

  • Updated Oct 31, 2026
  • Python

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