Intellectual Property India Publishes Patent Application for Consistency Aware Medical Image Segmentation Using Medsam-3

MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202641057462 A) filed by Madhu Shree Aravindan; Dr. S. Ramamoorthy; and Dr, P. Madhavan on May 06, 2026, for Consistency Aware Medical Image Segmentation Using Medsam-3.

Inventors include Madhu Shree Aravindan; Dr. S. Ramamoorthy; and Dr, P. Madhavan.

The application for the patent was published on June 26, 2026, under issue no. 26/2026.

Abstract: Vision foundation models like SAM-3 exhibit strong zero-shot 2D performance but struggle with spatial coherence in 3D volumetric data, often producing "staircase" artifacts. We investigate the trade-offs between computational efficiency and 3D consistency when adapting these models to MRI and CT datasets. ...