MedSAM2

Lesion or organ segmentation from a box, point or mask prompt, tracked through the volume.

Version 0.2.8 · Apple Silicon

Model card

Input
A CT volume or slice, a prepared scan stack, or a sequence of JPEG images.
Your guidance
Draw a box, mark points, or provide an existing mask to identify the region.
Output
Labeled regions in the scan, plus an image overlay for a single slice.
Runs on
macOS 14.0 or later on Apple Silicon

Downloads and memory

Download size and peak memory use are not published for this version.

Before you run

To track several objects through a scan, place their starting marks on the same slice.

Where marked objects overlap, the later object takes priority.

Image sequences are read in grayscale.

License and terms

Software: Apache-2.0. Model files have their own license terms.

Developer documentation on GitHub

More segmentation

Intended use

For research and education. Not for clinical diagnosis or treatment decisions. Outputs require human review.