Modalities / Imaging data

Medical imaging modalities for AI datasets

MedCorpora can scope medical AI data programmes across MRI, CT, X-ray and ultrasound when buyer requirements match verified hospital inventory, programme authority and a suitable reference standard. Each modality requires its own acquisition, privacy, quality and clinical-truth controls.

Published 30 July 2026 · Reviewed 12 August 2026 · MedCorpora
MRISequences · field strength
CTProtocol · reconstruction
X-rayViews · positioning
UltrasoundOperator · device · cine
01

Modality changes the data problem

An MRI examination is a collection of sequences, a CT series reflects reconstruction choices, an X-ray depends on view and positioning, and ultrasound varies with operator technique and device settings. A valid specification starts from these differences.

02

Common programme controls

All modalities share patient-safe counting, written authority, privacy review, clinical label provenance and release lineage.

  • Study and series organization
  • Acquisition and device distributions
  • Image-quality and completeness rules
  • Linked reports, measurements or outcomes
  • Secure delivery and permitted-use controls
03

Availability follows verification

The pages in this section describe how a modality programme would be built. They do not claim that every anatomy, pathology or case volume is immediately available.

04

Questions, answered directly.

Which modalities does MedCorpora support?

Published capability scopes cover MRI, CT, X-ray and ultrasound, with other imaging types assessed case by case.

Can modalities be linked in one cohort?

Potentially, when examinations can be resolved to the correct patient and clinical window under the approved programme.

Are DICOM files preserved?

Source DICOM is preserved within the governed workflow, while approved derived formats can be created with traceable mappings.

Institutional engagement

Define the cohort.