structuring-radiology-reports SKILL.md skillA
structuring-radiology-reports from maziyarpanahi/openmed is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add maziyarpanahi/openmed/structuring-radiology-reports@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- maziyarpanahi/openmed
- Path
skills/structuring-radiology-reports/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0, committed Jul 20, 2026
- Size
- 8,806 bytes
- Repository stars
- 5,784
- License
- Apache-2.0
Converts free-text radiology narratives into structured findings and impression — with measurements, laterality, anatomy, and follow-up recommendations — after OpenMed NER. Use when the user has a CT/MRI/X-ray/ultrasound/mammography report and needs the sections split (technique, comparison, findings, impression), lesion measurements and laterality captured, BI-RADS / Lung-RADS assessment categories pulled, or incidental findings and recommended follow-up tracked. Trigger keywords: radiology…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Structuring radiology reports
A radiology report is prose, but its *meaning* is structured: a **technique**, a
**comparison**, a list of **findings** (each with anatomy, laterality, and a
measurement), and an **impression** that may carry an **assessment category**
(BI-RADS, Lung-RADS) and a **follow-up recommendation**. This skill turns the
narrative into that structure so findings are trackable — especially
**incidental findings** that need downstream follow-up.
OpenMed extracts the anatomy, disease/finding, and measurement spans on-device;
this skill organizes them into sectioned, coded findings. It is
**decision-support, not a diagnostic device** — every structured finding must be
attributable back to its source sentence for radiologist review.
## When to use
- You have a CT/MRI/X-ray/US/mammography report and need
`{technique, comparison, findings[], impression}` with measurements and
laterality.
- You must capture **BI-RADS** (breast) or **Lung-RADS** (lung screening)
assessment categories and the recommended action.
- You need to **track incidental findings** and the follow-up interval/modality
the report recommends.
…Read the whole file at its exact version.
How to install
mdr add maziyarpanahi/openmed/structuring-radiology-reports@sha256:8d3f7ce6fd362e90The line at the top of this page pins the label v1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_v43dooezsqkdsktt)
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Versions
The registry has recorded 1 version of this file, committed on Jul 20, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8806 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
maziyarpanahi/openmed · 5,784 stars · license Apache-2.0 · pushed 2026-11-07 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_v43dooezsqkdsktt GET https://markdownregistry.com/api/v1/resolve?ref=maziyarpanahi/openmed/structuring-radiology-reports GET https://markdownregistry.com/api/v1/blob/8d3f7ce6fd362e90887f09fd7f7f8b9865d5c2ae39e17ef59cb4ca1c41be970a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.