Endo-MedSAM: a promptable vision foundation model adaptation for uterus segmentation on pelvic MRI in endometriosis - Summary - MDSpire

Endo-MedSAM: a promptable vision foundation model adaptation for uterus segmentation on pelvic MRI in endometriosis

  • By

  • Rawan AlSaad

  • Shima Albasha

  • Rajat Thomas

  • May 25, 2026

  • 0 min

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Objective:

To develop Endo-MedSAM, a uterus-focused adaptation of MedSAM-2 for pelvic MRI in endometriosis, and to systematically evaluate its segmentation performance across institutions and prompting strategies.

Key Findings:
  • Revise to remove unsupported phrases and ensure all claims are directly sourced.
  • Clarify that performance was evaluated across different configurations.
Interpretation:

Remove unsupported conclusions about robustness and prompting strategies.

Limitations:
  • Add any limitations mentioned in the source material.
Conclusion:

Revise to remove unsupported claims about clinical implications.

Original Source(s)

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