reviewing-prior-comparisons

Structures comparison with prior imaging studies to identify interval changes and trends. Use when comparing imaging studies, identifying interval changes, or tracking disease progression.

11 stars

Best use case

reviewing-prior-comparisons is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Structures comparison with prior imaging studies to identify interval changes and trends. Use when comparing imaging studies, identifying interval changes, or tracking disease progression.

Teams using reviewing-prior-comparisons should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/reviewing-prior-comparisons/SKILL.md --create-dirs "https://raw.githubusercontent.com/CaseMark/skills/main/skills/med/reviewing-prior-comparisons/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/reviewing-prior-comparisons/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How reviewing-prior-comparisons Compares

Feature / Agentreviewing-prior-comparisonsStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Structures comparison with prior imaging studies to identify interval changes and trends. Use when comparing imaging studies, identifying interval changes, or tracking disease progression.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Reviewing Prior Comparisons

Structures comparison with prior imaging studies to identify interval changes and trends.

## Why This Skill Exists

Comparison with prior imaging studies is the single most valuable tool for distinguishing significant from insignificant findings. The ACR Practice Parameter for Communication of Diagnostic Imaging Findings mandates that radiologists review all reasonably available prior studies and reference them in the report. Studies show that comparison with priors reduces false-positive rates by 20–30% and significantly improves diagnostic confidence. Failure to compare — or failure to note interval change — is a documented driver of diagnostic errors and malpractice claims.

The challenge is practical: prior studies may exist across multiple PACS systems, outside institutions, or different modalities. Radiologists must systematically identify relevant priors, account for technique differences, use standardized change-assessment language, and make explicit statements about interval change for every significant finding. Vague comparisons ("similar to prior") without specific dates or measurements are clinically unhelpful and medicolegally indefensible. This skill enforces the structured comparison methodology required by ACR standards and best practices.

---

## Checkpoint A: Pre-Draft Intake (Mandatory)

1. **Are prior studies available in PACS?** (Default: Search all linked PACS systems)
2. **What is the most recent comparable study?** (Default: Same modality, same body region)
3. **Are outside studies available (CD, external PACS)?** (Default: Check for imported studies)
4. **What is the clinical question requiring comparison?** (Default: Disease progression, treatment response, post-operative change)
5. **Is this patient on a treatment protocol requiring interval measurement?** (Default: No — if yes, apply RECIST or relevant criteria)
6. **Are prior reports available (even without images)?** (Default: Check report archive)

### Documents to Request

- All prior imaging studies of the same body region (ideally same modality)
- Prior radiology reports with findings and measurements
- Outside imaging records (CDs, imported studies)
- Clinical notes documenting interim events (surgery, treatment, injury)
- Treatment timeline (chemotherapy cycles, radiation dates)
- Prior measurement tables (for oncologic tracking)

---

## Step 1: Identify and Prioritize Relevant Prior Studies

### Comparison Study Selection Hierarchy

| Priority | Study Type | Rationale |
|----------|-----------|-----------|
| 1st | Same modality, same protocol, most recent | Direct measurement comparison |
| 2nd | Same modality, different protocol, most recent | Comparable anatomy, note technique differences |
| 3rd | Different modality, same body region, most recent | Limited comparison; note modality differences |
| 4th | Same modality, older study | Useful for trend over time |
| 5th | Report only (no images available) | Rely on prior measurements/descriptions |

### Multi-Timepoint Comparison
For findings tracked over time, reference multiple timepoints:
- **Most recent prior** — for interval change
- **Baseline** — for overall trend and response assessment
- **Nadir** — for oncologic measurement (smallest recorded size)

Document: "Comparison: CT chest dated MM/DD/YYYY (most recent), CT chest dated MM/DD/YYYY (baseline). Additional reference: PET/CT dated MM/DD/YYYY."

---

## Step 2: Technique Comparison Assessment

Before comparing findings, document any technique differences that affect interpretation.

| Technical Factor | Impact on Comparison | Documentation |
|-----------------|---------------------|---------------|
| Contrast vs. non-contrast | Lesion conspicuity and measurement may differ | "Prior study was non-contrast; current study is contrast-enhanced — limited comparison for lesion enhancement" |
| Different contrast phase | Lesion size and appearance may differ | "Prior obtained in portal venous phase; current in arterial phase" |
| Slice thickness | Small lesions may not be detected on thicker slices | "Prior obtained with 5 mm slices; current with 1.25 mm — improved small-lesion detection" |
| Different modality | Measurement techniques differ (e.g., US vs. CT) | "Comparison with prior ultrasound is limited; CT provides more precise measurement" |
| Patient positioning | Affects organ appearance and measurement | "Prior obtained supine; current obtained prone" |
| Different scanner | Potential calibration differences | Generally not clinically significant; note if image quality differs markedly |
| Reconstruction algorithm | Lung kernel vs. soft tissue kernel affects measurements | "Measurements obtained on soft-tissue kernel for consistency" |

---

## Step 3: Standardized Interval Change Assessment

### Change Descriptors — Use Precise Language

| Descriptor | Definition | Measurement Requirement |
|-----------|-----------|----------------------|
| **New** | Not present on prior study | Confirm not present on all prior timepoints |
| **Resolved** | Previously present, now absent | Confirm absence on current study |
| **Increased/Enlarged** | Measurably larger | Provide measurements (prior and current) |
| **Decreased/Smaller** | Measurably smaller | Provide measurements (prior and current) |
| **Stable** | No significant change in size or character | Provide measurements confirming stability |
| **Unchanged** | Identical appearance | For qualitative findings (e.g., calcification pattern) |
| **Progressed** | Worsened (disease-specific context) | Provide measurements; specify criteria (e.g., RECIST) |
| **Improved** | Better (disease-specific context) | Provide measurements; specify criteria |
| **Interval development** | New finding since prior study | Equivalent to "new" — use consistently |

### Language to Avoid

| Avoid | Use Instead |
|-------|------------|
| "Grossly unchanged" | "Stable, measuring X mm (previously X mm)" |
| "Essentially similar" | "Unchanged in size at X mm" |
| "Cannot exclude interval change" | "Stable within measurement variability" or provide measurements |
| "Compared to prior" (no date) | "Compared to [modality] dated [MM/DD/YYYY]" |
| "As before" | "Stable compared to [date]" |
| "Similar" (without qualification) | "Similar in size, measuring X mm (previously Y mm)" |

---

## Step 4: Structured Comparison Documentation

### Per-Finding Comparison Format

For each significant finding, document:

```
[Finding]: [Current description], measuring [X mm], 
[change descriptor] compared to [prior study date] 
when it measured [Y mm] ([percentage change or absolute change]).
```

**Examples:**
```
Right upper lobe pulmonary nodule: Solid nodule measuring 12 mm, 
increased from 8 mm on CT dated 01/15/2025 (50% increase, 
interval 6 months). Per Fleischner Society criteria, 
recommend PET/CT or tissue sampling.
```

```
Hepatic cyst in segment 7: Simple cyst measuring 3.2 cm, 
stable compared to CT dated 06/10/2024 (3.1 cm). 
No follow-up required.
```

### Comparison Summary Table (for Multiple Findings)

| Finding | Location | Prior Date | Prior Size | Current Size | Change | Recommendation |
|---------|----------|-----------|-----------|-------------|--------|---------------|
| Lung nodule | RUL | 01/15/2025 | 8 mm | 12 mm | Increased (+50%) | PET/CT or biopsy |
| Hepatic cyst | Seg 7 | 06/10/2024 | 3.1 cm | 3.2 cm | Stable | No follow-up |
| Para-aortic LN | L2 level | 01/15/2025 | 14 mm SA | 10 mm SA | Decreased (-29%) | Continue surveillance |

---

## Step 5: Trending and Longitudinal Assessment

For findings tracked over multiple timepoints, provide a trend summary:

### Growth Rate Calculation (Pulmonary Nodules)
- Volume doubling time (VDT) is the gold standard for growth assessment
- VDT <400 days = suspicious for malignancy
- VDT >600 days = likely benign
- Formula: VDT = (t × ln2) / (3 × ln(d₂/d₁)), where t = time interval, d₁ = initial diameter, d₂ = current diameter

### Measurement Variability Thresholds
Not all size changes are clinically meaningful:

| Lesion Size | Clinically Meaningful Change | Rationale |
|-------------|----------------------------|-----------|
| <10 mm | ≥2 mm change | Measurement variability ~1.5 mm for small lesions |
| 10–30 mm | ≥3 mm change | ~10% variability |
| >30 mm | ≥5 mm or ≥20% change | Consistent with RECIST PD criteria |
| Lymph nodes | ≥2 mm short axis change | Standard variability |

If a size change falls within measurement variability, state: "Within expected measurement variability; recommend continued follow-up to establish trend."

---

## Checkpoint B: Post-Draft Alignment (Mandatory)

1. Are all comparison studies identified with specific dates and modalities?
2. Are technique differences documented that may affect comparison?
3. Does every significant finding have an explicit change descriptor with measurements?
4. Are measurements provided for both current and prior studies?
5. Is the comparison language specific and unambiguous?

---

## Quality Audit

- [ ] All reasonably available prior studies are identified and referenced with dates
- [ ] Most recent comparable study is used as the primary comparison
- [ ] Technique differences between studies are documented
- [ ] Every significant finding has an explicit interval change descriptor
- [ ] Measurements are provided for both current and prior timepoints
- [ ] Percentage and/or absolute change is calculated for measurable findings
- [ ] Standardized change language is used (not vague terms like "grossly unchanged")
- [ ] Multiple timepoints are referenced for trending when available
- [ ] New findings are confirmed absent on prior studies
- [ ] Resolved findings are confirmed absent on current study
- [ ] Measurement variability thresholds are applied (not over-interpreting small changes)
- [ ] Outside studies or reports are referenced when institutional priors are unavailable
- [ ] Comparison section of the report lists all comparison studies with dates and modalities
- [ ] Growth rate or volume doubling time is considered for nodule surveillance

---

## Guidelines

1. Always reference prior comparison studies with specific dates and modalities — "compared to prior" without a date is medicolegally insufficient.
2. Provide measurements for both the current and prior study when describing interval change — "increased" without numbers is not actionable.
3. Account for technique differences before concluding interval change; a lesion may appear larger simply due to different contrast timing or slice thickness.
4. Use standardized interval-change descriptors consistently throughout the report.
5. When priors are unavailable, state "No prior comparison available" and recommend comparison on follow-up; do not guess at stability.
6. For oncologic surveillance, reference both the most recent prior (for interval change) and the baseline (for overall response assessment).
7. Apply measurement-variability thresholds — a 1 mm change in a 6 mm nodule is within measurement error, not true growth.
8. When outside imaging is referenced by report only (no images available), state "Per prior report dated [date] from [institution]" and note that direct image comparison was not possible.

Related Skills

reviewing-treatment-protocols

11
from CaseMark/skills

Evaluates NCCN guideline-concordant treatment plans with evidence levels and alternatives. Use when reviewing cancer treatment plans, checking NCCN compliance, or evaluating treatment options.

reviewing-medication-safety

11
from CaseMark/skills

Identifies high-alert medication risks with ISMP guidelines and safety barriers. Use when reviewing high-risk medications, implementing safety checks, or preventing medication errors.

reviewing-biosimilar-interchangeability

11
from CaseMark/skills

Evaluates biosimilar products for therapeutic interchange with clinical evidence review. Use when evaluating biosimilars, planning therapeutic switches, or analyzing biosimilar evidence.

prior-art-summary

11
from CaseMark/skills

Generates structured summaries of prior art references for patent prosecution, validity analysis, and freedom-to-operate assessments. Maps disclosures to claim elements with precise citations. Use when summarizing prior art, analyzing patent landscapes, mapping references to claims, or preparing office action responses.

notice-of-prior-art

11
from CaseMark/skills

Drafts a Notice of Prior Art disclosing references material to patentability under 35 U.S.C. §§ 102 and 103, with element-by-element claim charts and forum-specific compliance (USPTO 37 CFR 1.56, district court local patent rules, PTAB 35 U.S.C. § 311). Use when preparing invalidity contentions, duty-of-disclosure filings, inter partes review petitions, or pre-litigation prior art disclosures.

intercreditor-lien-priority

11
from CaseMark/skills

Drafts U.S. intercreditor agreements establishing first lien vs second lien priority over shared collateral, covering standstill, enforcement control, payment waterfall/turnover, and 11 U.S.C. 510(a) subordination. Use for first lien/second lien financings, refinancing, or intercreditor negotiations requiring lien priority and remedies governance. Trigger: intercreditor, lien priority, first lien, second lien, standstill, turnover, payment waterfall, subordination agreement.

reviewing-kyc-documentation

11
from CaseMark/skills

Evaluates customer identification and verification documentation against CIP/CDD/EDD requirements. Use when reviewing KYC files, validating customer identification, or assessing customer risk.

skill-name

11
from CaseMark/skills

Replace with a specific description of what this skill does and when to use it. Include keywords that help agents identify relevant tasks.

writing-surgical-consultation-notes

11
from CaseMark/skills

Creates structured surgical consultation responses with assessment and surgical candidacy determination. Use when responding to surgical consults, evaluating surgical candidates, or documenting surgical recommendations.

writing-operative-reports

11
from CaseMark/skills

Creates structured operative notes with findings, technique, specimens, and estimated blood loss. Use when dictating operative reports, documenting surgical procedures, or recording intraoperative findings.

writing-irb-submissions

11
from CaseMark/skills

Creates IRB submission packages with protocol summaries, consent forms, and risk-benefit analysis. Use when submitting to IRB, preparing ethics applications, or writing consent documents.

writing-grant-applications-research

11
from CaseMark/skills

Structures NIH/foundation grant applications with specific aims, significance, and innovation sections. Use when writing research grants, preparing NIH applications, or structuring grant proposals.