MedSeg Blog

Segmentation notes from MedSeg

Short guides for getting from a scan to a mask, a measurement, a model run, or an export. The point is to show the actual route through the app, not just announce features.

DICOM NIfTI Editable masks Research use only
MedSeg public dataset preview with CT cases and segmentation context.
The blog is organized around things a researcher actually does: open data, check masks, correct labels, measure, and export.

Planned guides

Each article should answer one concrete segmentation question and point to a page where the reader can try it.

DICOM SEG export

Upload or copy a DICOM-derived series, create a mask, inspect it, and export DICOM SEG plus NIfTI.

See the current export page

TotalSegmentator online

Run broad CT/MR segmentation or a focused subtask, then edit labels and measure outputs before trusting the result.

See the current model page

Custom nnU-Net training

Correct a small set of masks, mark them as training sources, train a project model, and run it on held-out cases.

See the current training page