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Can AI read DICOM imaging, not just the report?

AI can read DICOM imaging directly, not just the radiologist’s report. Full MRI, CT, and X-ray studies load as native DICOM, open in a browser-based PACS viewer with 3D reconstruction, and every imaging event lands on the case timeline. The report is one reader’s summary; the study is the evidence.

By Ahmed Jemaa, Co-Founder & CEO of Medrecords AI · Published 1 Sep 2026

Most record review tools treat imaging as a one-page report PDF. The MRI itself, hundreds of slices on a disc, never enters the review. That matters in disputed cases, because the report is one reader’s summary of the study, and the question that decides the case often lives in the slices, not the summary.

The report is not the study

A radiology report is a professional reading of the imaging, written once, by one reader, for a clinical purpose. The study is the underlying evidence: the full series of slices that reading came from. When the herniation, the fracture, or the impingement is what the case turns on, reviewing the report alone means arguing about a summary of the evidence instead of the evidence.

What reading the study actually takes

  • ›DICOM-native ingestion. MRI, CT, and X-ray studies load as first-class evidence from folders, discs, or ZIPs, not as report screenshots.
  • ›Automatic series detection. Sagittal, axial, and localizer series are identified and organized on upload, without a technician.
  • ›A PACS viewer in the browser. An OHIF-based viewer to scroll slices, compare series, window, and measure. No radiology workstation, no install.
  • ›3D reconstruction. Volume rendering of the anatomy under dispute, built from any series.
  • ›Timeline placement. Imaging events sit inline in the chronology, so the MRI sits next to the visit that ordered it.
Cite a slice like a page

Citations resolve to study, series, and slice, and flow into chronologies, answers, and reports exactly like a page number. A finding in the imaging becomes checkable the same way a line in a progress note is: click the citation, land on the slice.

How imaging fits a record review workflow

  1. 1Load the study as it arrivedDICOM folders, ZIPs, or discs ingest alongside the documents. Series are detected and organized on upload.
  2. 2Review in the browserScroll the slices, adjust window and level, measure, and reconstruct in 3D, with no viewer install on anyone’s machine.
  3. 3Read it against the timelineEach imaging event is placed inline with the clinical record, so the study is read next to the visits and findings around it.
  4. 4Share it without a discSend an expert witness or counsel an expiring browser link to the study, with one-click revocation and every open logged to the audit trail.
Where Medrecords AI fits

It ingests full MRI, CT, and X-ray studies as native DICOM, opens them in a browser-based PACS viewer with 3D reconstruction, cites findings to study, series, and slice, and places imaging events on the case timeline. It does not form medical opinions about the imaging; the qualified reviewer and the expert do.

See it on your own file

Upload a record and get a cited chronology back in minutes. You bring the file; a qualified reviewer stays the decision-maker.

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Frequently asked

Can AI read MRI and CT scans, not just the radiology report?

Yes. Full MRI, CT, and X-ray studies load as native DICOM from folders, discs, or ZIPs, with series detected and organized on upload. The study is reviewed in a browser-based PACS viewer with 3D reconstruction, rather than being reduced to the one-page report that summarizes it.

Do you need a radiology workstation to view DICOM imaging?

No. An OHIF-based PACS viewer runs in the browser: scroll slices, compare series, adjust window and level, and measure, with no software install and no radiology workstation. The same applies to recipients of a shared study, who open an expiring link and get a working viewer.

How are findings in the imaging cited?

Citations resolve to study, series, and slice, and flow into chronologies, answers, and reports exactly like a page number. Anyone checking the work clicks the citation and lands on the slice it points to, the same way a document citation lands on its page.

How do you share a DICOM study with an expert witness?

Generate a secure link to any study already in the case, with an expiry you set and one-click revocation. The recipient opens it in a browser and gets a working DICOM viewer with no install, and every open is logged to the case’s audit trail and chain of custody.

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