AGENT SKILL

radiology-metrics-review

Track, interpret and act on the outcome metrics that matter for a radiologist. TRIGGERS - Use when a radiologist needs a metrics & outcomes review for patients referred for diagnostic imaging and referring clinicians in a hospital imaging department.

License 许可
MIT
最近更新
2026-11-09
Stars
★ 38
Forks
5

01 前言 Front Matter

name
radiology-metrics-review
license
MIT
version
1
category
Radiology
description
Track, interpret and act on the outcome metrics that matter for a radiologist. TRIGGERS - Use when a radiologist needs a metrics & outcomes review for patients referred for diagnostic imaging and referring clinicians in a hospital imaging department.

03 SKILL.md 正文

Metrics & Outcomes Review — Radiology

Track, interpret and act on the outcome metrics that matter for a radiologist. The deliverable is a metrics dashboard definition and an interpretation/action review. This skill is written for a radiologist working with patients referred for diagnostic imaging and referring clinicians in a hospital imaging department.

When to use

  • You are a radiologist preparing, delivering or reviewing this part of your work in a hospital imaging department.
  • You need a defensible, repeatable approach that produces a metrics dashboard definition and an interpretation/action review.
  • A colleague, auditor or client asks how this was done and what evidence supports it.

Key Concepts

Term Meaning
PACS the system storing and displaying medical images
Contrast a substance given to make structures visible on scans
Modality a type of imaging, such as CT, MRI or ultrasound

Workflow

  1. Step 1 - Define each metric precisely — start with report turnaround time — including source data in imaging reports and collection method
  2. Step 2 - Set review cadence and comparison baselines so trends, not single data points, drive decisions
  3. Step 3 - Investigate movements before celebrating or panicking: check data quality, case mix and one-off causes
  4. Step 4 - Link metric movements to practice changes and to risks such as missed findings on imaging; test one change at a time where possible
  5. Step 5 - Report results honestly to stakeholders in a hospital imaging department, including where outcomes fell short and what changes

Profession-Specific Components

Component Details for Radiology
Core documentation imaging reports; scan protocols; contrast consent forms; radiation dose records
Core tools & equipment CT scanners; MRI scanners; ultrasound systems; PACS workstations
People involved patients referred for diagnostic imaging and referring clinicians; the radiologist; colleagues and other services in a hospital imaging department
Primary record imaging reports — keep it current, dated and attributable

Output Format

Context: [Situation in a hospital imaging department] | Objective: [What this must achieve] | Audience: [patients referred for diagnostic imaging and referring clinicians and other stakeholders]

The finished output is a metrics dashboard definition and an interpretation/action review, structured as:

  1. Summary of position and evidence
  2. Detail, following the workflow above
  3. Decisions, actions, owners and dates
  4. Review point and escalation route

Action Plan

  1. Immediate: Confirm scope, consent and the evidence available in imaging reports.
  2. Short-term: Complete the workflow steps and record outcomes against report turnaround time.
  3. Medium-term: Review results, close actions, and update local procedures in a hospital imaging department.

Success Metrics

Metric Target Method
report turnaround time Agree a local target and track the trend Measured from imaging reports and reviewed on a set cycle
critical finding communication rate Agree a local target and track the trend Measured from imaging reports and reviewed on a set cycle
repeat scan rate Agree a local target and track the trend Measured from imaging reports and reviewed on a set cycle
dose audit compliance Agree a local target and track the trend Measured from imaging reports and reviewed on a set cycle

Guardrails & Quality Checks

  • Never let this happen: missed findings on imaging.
  • Never let this happen: radiation overexposure.
  • Never let this happen: contrast reactions.
  • Work only within the competence and authority of a radiologist; escalate or refer anything beyond it.
  • Record facts and observations, not speculation, and keep records confidential to a hospital imaging department's rules.
  • Verify names, dates, figures and measurements twice before anything is issued or signed off.
  • Use only real, verified information from the case in hand — never invent results, credentials or evidence.

Example (illustrative)

A radiologist in a hospital imaging department applies this workflow for patients referred for diagnostic imaging and referring clinicians: they open imaging reports, work through the five steps using CT scanners, and close by recording the outcome against report turnaround time and agreeing the next review date. (Illustrative example only — replace with the real details of the case in hand.)

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