Radiological.ai
How it works
Radiology AI platform AI radiology assistant AI for radiologists Teleradiology software AI chest X-ray AI CT scan analysis Structured reporting Worklist prioritization See all →
Best AI radiology software All radiology AI alternatives → Aidoc alternative Rad AI alternative Annalise.ai alternative Nuance PowerScribe alternative Qure.ai alternative Viz.ai alternative Nuance DAX alternative Lunit alternative Gleamer alternative PowerScribe One vs 360 Sirona Medical alternative RapidAI alternative Nuance alternative PowerScribe pricing PowerScribe templates
Pricing Blog

Reporting & worklist · Structured reporting

Radiology reporting software that drafts the structured report for review

The short answer

Radiology reporting software is the system a radiologist writes and signs the report in, sitting between the PACS viewer and the RIS or EHR that stores the finished result. Structured radiology reporting software drafts each report into a fixed template, typically Exam, Technique, Comparison, Findings and Impression, instead of leaving the radiologist to build the report from a blank page or dictate free text. The point is that the same study comes back in the same shape whoever reads it, which makes reports easier for referrers to act on and easier for a group to audit later. The long-standing objection is that templates feel rigid, so the useful version drafts into your own templates and lets the radiologist rewrite any line. Radiological.ai works that way: it supplies the scaffold and the radiologist edits, overrides and signs the clinical content.

Free text is fast to dictate and slow to standardize. Across a group, the same study can come back in five different shapes, which makes reports harder for referrers to scan, harder to compare against a prior, and close to useless when somebody later wants to audit how the practice reads a particular finding.

Radiological.ai drafts each report into your own structured template, so every read starts from the same clean skeleton of Exam, Technique, Comparison, Findings and Impression, with measurements and comparisons already carried into the right sections. The radiologist edits and signs exactly as before. What changes is that consistency stops depending on everyone remembering the house style, because the draft already follows it.

The usual objection to structured reporting is that templates feel rigid, and that objection is fair whenever the radiologist has to fill the form by hand. The version that works arrives already populated, permits free-text dictation inside any section, and never blocks a sentence you want to write. The assistant supplies the scaffold; the clinical content stays the radiologist's.

Last updated July 2026

The Reading Station

Worklist

SERIES 1 · AX
SLICE 24/64
SAMPLE STUDY
NOT FOR DIAGNOSTIC USE
W 80 · L 40
ILLUSTRATIVE SAMPLE

Structured report

Draft

Run the assistant to draft this report for review.

You review & sign

Illustrative sample · not a real patient study, not a diagnosis

Drafted in · you review & sign Worklist re-prioritized

Decision support for qualified clinicians. Radiological.ai does not provide a diagnosis and is not a substitute for professional judgment.

Run the assistant

Flag · prioritize · draft · you review and sign

X-RAY CT MRI BUILT WITH RADIOLOGISTS

Decision support not a diagnosis

You review & sign

Structure and drafting are two separate questions that vendors tend to sell as one. Our radiology report generator page covers the drafting side, where the report arrives populated rather than blank, and AI radiology reporting covers what changes when both run together.

For groups leaving a legacy dictation platform, the template question usually surfaces during migration rather than before it. The PowerScribe 360 migration checklist covers moving templates and macros without losing the wording your referrers already recognize, and our PowerScribe comparison sets out where a drafting assistant differs from a dictation platform.

Consistent structure pays off again in quality work, because a discrepancy between what was flagged and what was reported is only visible when reports are comparable in the first place. Groups running free-text narrative find this much harder, which is the practical argument on our radiology peer review software page and in radiology peer review vs peer learning.

Why it works

What your group gets with structured reporting

Consistent by default, not by policy

Every report starts from the same structured template, so studies read the same across the group instead of varying reader by reader. Consistency stops being a memo nobody follows and becomes the path of least resistance.

Clearer for referrers

A predictable structure of Findings and Impression makes reports easier for referring clinicians to scan and act on. Referrers who know where the answer lives stop calling to ask where the answer is.

Structure, not substance

The assistant drafts the scaffold; the radiologist fills, edits and signs the clinical content. Any section can be rewritten or dictated free text. Consistency never overrides judgment and the template never blocks a sentence you want to write.

What it handles

Flagged, prioritized and drafted for your review

The assistant pre-reads each study, surfaces a region of interest for review, re-prioritizes the worklist, and drafts the structured report in your template. You confirm, edit and sign.

  • Drafts each report into your own section template
  • Standardizes report structure across every reader in the group
  • Carries measurements and comparisons into the right sections
  • Leaves every field editable, including free-text dictation
  • Makes reports easier for referrers to read and act on
  • Radiologist edits, overrides and signs every report
STRUCTURED REPORTING STAT

Region of interest flagged for review

A focal region is surfaced on the sample study for the radiologist to review. The assistant does not characterize it as a diagnosis.

Draft impression

Suspected finding flagged for radiologist review. Correlate clinically and confirm. Draft for review and sign-off.

Illustrative sample · not for diagnostic use You review & sign

Why Radiological.ai

One assistant across the whole read

Not three vendors stitched together. Flag, prioritize and draft in one calm pane, on X-ray, CT and MRI, with the radiologist signing every study.

Flags suspected findings

A second set of eyes surfaces regions of interest for review on every study, so a suspected finding is less likely to slip past late in a shift.

Prioritizes the worklist

Suspected-critical studies move to the top, so urgent reads surface ahead of routine follow-ups across your sites and shifts.

Drafts the report

A structured draft arrives in your template, ready to edit and sign. The draft saves the typing and the measuring, never the judgment.

Good questions

Questions about structured reporting

Structured reporting means writing the report into a defined template with fixed sections and, often, standardized terms, rather than as continuous free-text narrative. A structured chest CT report has the same headings and the same order every time. The goal is completeness and comparability, so a referrer and a downstream system both know exactly where to find the answer.
It is better at consistency, completeness and machine readability, and worse at nuance if the template is enforced rigidly. That trade-off is the whole debate. Studies looking at template coverage have found that published templates capture only a portion of the concepts that appear in real reports, which is why a template that permits free-text dictation inside the relevant section is the practical middle ground rather than a strict form.
No. The structure is a draft scaffold you edit freely. It gives every report a consistent skeleton from Exam to Impression, but the radiologist controls the wording and the clinical content, can add or delete sections, and signs the final report. If a case needs a paragraph the template did not anticipate, you write the paragraph.
Because the report is the product. Referrers judge a practice on whether reports are predictable to read, and a group that files five different structures for the same study looks like five different practices. Consistency also makes reports auditable, which matters for peer review, for quality reporting and for any analysis of your own case mix.
Both. The assistant drafts into whatever section structure your group already uses, whether that is a set of templates you built over years or a library such as the RSNA RadReport templates. Nothing here requires you to abandon the wording your referrers already recognize.
It does when the radiologist has to fill the template by hand, which is the usual source of the complaint. It does not when the template arrives already populated and the work is editing rather than construction. That distinction matters more than the template design itself, and it is worth measuring on your own studies during a shadow period.
Studies reach the assistant from your PACS over standard DICOM and the draft returns into your reporting workflow, so radiologists keep the same viewer and the same dictation tool. The structure changes; the software you sign in is the same one you used yesterday.
No. PACS stores and displays the images, the RIS handles orders, scheduling and billing, and radiology reporting software is where the report itself is written and signed. The three exchange data constantly, which is why they are often bought together, but replacing your reporting layer does not mean replacing the PACS or the RIS underneath it.
Five things at minimum: open the right study with its priors in context, draft or dictate into your own section templates, carry measurements and comparisons into the correct fields, return a signed report to the RIS or EHR without rekeying, and keep an auditable record of who changed what. Anything beyond that, including AI drafting, is upside rather than baseline.
Almost no vendor in this category publishes list pricing, so the number you are quoted depends on reader count, study volume, deployment model and how much integration work your PACS and RIS need. Ask for the fully loaded first-year figure including interfaces, template migration and training, not the per-reader sticker price, and ask what happens to it at renewal.
The RSNA RadReport library is the usual starting point, with several hundred templates covering most modalities and body regions, and several subspecialty societies publish their own alongside it. Sourcing templates is the easy part. The hard part is adoption: a library nobody uses because it does not match how your group dictates is worth nothing, so pick a small number, adapt the wording to your referrers, and treat the rest as reference.
The same skeleton every time: exam type and indication, technique, a measurements block with the values in named fields rather than buried in prose, findings organized by structure, comparison with priors, and an impression that answers the clinical question directly. Ultrasound benefits from structure more than most modalities because so much of the report is numeric, and numbers in fixed fields can be trended across studies while numbers in a paragraph cannot.
Far fewer than most groups build. Practices that start a standardization project tend to end up with hundreds of templates, most of which are near duplicates that one radiologist made and nobody else opens. Counting how many are genuinely in active use, usually by looking at signed reports over a quarter, is the fastest way to make the project tractable. Twenty well-maintained templates beat two hundred abandoned ones.
Read every AI radiology question

Explore more

More ways teams read with Radiological.ai

Radiology report generator

Start every report from a draft, not a blank page.

Learn more

AI radiology reporting software

Reporting that drafts itself while you read.

Learn more

Radiologist worklist software

Urgent studies surface first, so the right read is always next.

Learn more
See every radiology use case See radiology AI pricing Back to the AI radiology assistant

From the blog: best AI radiology software in 2026, how much radiology AI costs, how to implement AI in a radiology workflow, and AI radiology companies.

Read more studies, with the assistant alongside you

Flag suspected findings, prioritize the worklist, and draft the structured report. You review and sign every study.

See pricing

Radiological.ai is a workflow and decision-support tool for qualified clinicians. It does not provide a diagnosis and is not a substitute for professional medical judgment.