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CLUSTER MEDICAL-ANNOTATION-DATA · 7 ENTRIES · EARLIEST ENTRY 2025-08-27

Medical imaging annotation platforms

This cluster covers platforms that annotate and analyze medical imaging data using machine learning and human-in-the-loop approaches, including multi-format parsing, 3D contour analysis, radiologist agreement, and diagnostic support. The dated history is too thin to read a shape from, as only 2 dated entries exist before the index start. Medical-Interface- leads on traction according to the activity signal ranking, with MAPS and MIA following.

Entry timeline

ENTRY TIMELINE

AUG 2025: 1JAN 2026: 1AUG 2026: 1SEP 2026: 4
AUG 2025SEP 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 7 unlabelled

Operator · 1 hobby · 6 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 7 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01TeethML-UI0★23 days—Clinical web app that runs AI inference on dental X-rays and provides multi-layer contour editing and annotation.
  2. 02veraLabel0★25 days—hobbyMedical image annotation application that lets research teams create custom labeling projects and coordinate multiple annotators through a cross-validation queue.
  3. 03cmf-seg0★1 mo—Web app that automates craniomaxillofacial CT segmentation, letting clinicians upload head scans and extract six anatomical structures.
  4. 04Medical-Interface-1★6 mostaleliveWeb platform that collects and annotates clinical imaging data to support intelligent segmentation and diagnostic assistance for a hospital ENT service.
  5. 05MAPS2★10 mostale—Medical imaging annotation platform that parses multi-format scan data, extracts keywords, performs 3D contour analysis, and analyzes radiologist agreement.
  6. 06MIA - Medical Image Annotation Platform0★unknownliveMedical image annotation platform that uses human-in-the-loop machine learning to help medical professionals label images.
  7. 07IIIF Annotator0★unknownliveWeb tool that lets users annotate IIIF-compliant images with markup and metadata for research and archival purposes.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.