Modalities / Radiography

X-ray data for medical AI

MedCorpora can scope X-ray data programmes by anatomy, projection, positioning, acquisition device, care setting, pathology, report evidence and intended model task. Availability and labels are verified from participating hospital inventory before a cohort is prepared.

Published 30 July 2026 · Reviewed 12 August 2026 · MedCorpora
ViewsAP · PA · lateral · task-specific
SourceHospital radiography
ContextDevice · setting · report
TasksClassification · detection · validation
01

What the programme covers

A chest or skeletal X-ray cannot be characterized by anatomy alone. Portable versus fixed equipment, AP versus PA projection, patient positioning, laterality, image processing and care setting can change both appearance and prevalence.

02

What a useful specification includes

A defensible request defines the clinical task, source evidence and acceptance criteria before patient-level data moves. The exact fields and thresholds depend on the intended model claim.

  • Anatomy and target pathology
  • Required projections and positioning
  • Portable, bedside or fixed-device composition
  • Adult, paediatric or other population limits
  • Report, diagnosis, follow-up or annotation evidence
  • Image-processing, quality and exclusion rules
03

Quality and validation controls

X-ray programmes check view labels, laterality, acquisition context, pixel privacy and whether clinical labels are supported by reports or stronger evidence.

  • Projection and positioning verification
  • Laterality and anatomy consistency
  • Portable-device and site distributions
  • Image artefact and collimation review
  • Label uncertainty and negative-case definition
04

Availability, rights and delivery

A controlled release can include approved DICOM images, view and device metadata, reports or labels, QC evidence and a dataset card.

Public pages describe a sourcing and engineering capability, not guaranteed ready inventory. Each release remains subject to verified programme inventory, programme-specific authorization, privacy review, technical acceptance and buyer licence terms.

05

Questions, answered directly.

Can X-ray datasets include radiology reports?

Yes where reports are linkable, authorized and included in the programme scope.

Are portable chest X-rays equivalent to standard PA films?

No. Projection, positioning and clinical setting differ and should be represented explicitly.

Can bounding boxes be added?

Yes under a separate annotation protocol with qualified review.

Is X-ray inventory immediately available?

No specific volume is claimed until aggregate hospital inventory is verified.

Institutional engagement

Define the cohort.