Radiology Imaging Orders and Reports

This dataset provides comprehensive records of radiology imaging orders and reports, including patient and physician identifiers, imaging modalities, standardized procedure codes, radiologist interpretations, critical findings, and DICOM metadata for PACS integration. Ideal for clinical workflow optimization, quality assurance, and research in medical imaging informatics.

  • last updated 2 Nov 2025
  • by GoMask
The brief that made it

Clinical workflow optimization and audit

Sample rows

preview · 8 of 100 rows · all 20 columns
order_idstringmodalitystringcritical_result_flagbooleandicom_body_part_examinedstringpatient_idstringorder_datetimedatetimeprocedure_codestringprocedure_descriptionstringaccession_numberstringradiologist_idstringreport_datetimedatetimeimpressionstringdicom_modalitystringordering_physician_idstringorder_statusstringfindingsstringcritical_result_descriptionstringdicom_study_instance_uidstringdicom_series_instance_uidstringdicom_sop_instance_uidstring
ORD-20240601-0001CTfalseHEADPAT-001232024-06-01T08:47:12CPT-70450CT Head Without ContrastACC-20240601-1001RAD-10022024-06-01T09:20:33No acute findings.CTPHY-3245reportedNo acute intracranial hemorrhage. Mild chronic microvascular ischemic change.blank1.2.840.113619.2.312.4120.20240601.11.2.840.113619.2.312.4120.20240601.1.11.2.840.113619.2.312.4120.20240601.1.1.1
ORD-20240601-0002X-rayfalseCHESTPAT-001182024-06-01T09:12:55CPT-71020Chest X-ray 2 ViewsACC-20240601-1002RAD-10052024-06-01T09:44:02Normal chest radiograph.CRPHY-3249reportedClear lungs. No focal consolidation. No pleural effusion.blank1.2.840.113619.2.312.4120.20240601.21.2.840.113619.2.312.4120.20240601.2.11.2.840.113619.2.312.4120.20240601.2.1.1
ORD-20240601-0003MRIfalseABDOMENPAT-002112024-06-01T08:15:37CPT-74181MRI Abdomen Without ContrastACC-20240601-1003RAD-10012024-06-01T10:02:19Unremarkable abdominal MRI.MRPHY-3251reportedLiver and spleen normal. No focal lesion. Kidneys unremarkable.blank1.2.840.113619.2.312.4120.20240601.31.2.840.113619.2.312.4120.20240601.3.11.2.840.113619.2.312.4120.20240601.3.1.1
ORD-20240601-0004UltrasoundfalsePELVISPAT-000882024-06-01T10:21:11CPT-76856Ultrasound Pelvis Non-ObstetricACC-20240601-1004RAD-10092024-06-01T10:59:03Normal pelvic ultrasound.USPHY-3243reportedUterus and ovaries appear normal. No free fluid.blank1.2.840.113619.2.312.4120.20240601.41.2.840.113619.2.312.4120.20240601.4.11.2.840.113619.2.312.4120.20240601.4.1.1
ORD-20240601-0005MammographyfalseBREASTPAT-002072024-06-01T08:38:41CPT-77067Screening Mammography BilateralACC-20240601-1005RAD-10102024-06-01T09:09:36Negative screening mammogram.MGPHY-3254reportedNo masses or suspicious calcifications. Dense breast tissue.blank1.2.840.113619.2.312.4120.20240601.51.2.840.113619.2.312.4120.20240601.5.11.2.840.113619.2.312.4120.20240601.5.1.1
ORD-20240601-0006PETfalseWHOLE BODYPAT-001972024-06-01T11:03:19CPT-78815PET Whole BodyACC-20240601-1006RAD-10072024-06-01T11:51:10Normal PET scan.PTPHY-3242reportedNo abnormal FDG uptake detected.blank1.2.840.113619.2.312.4120.20240601.61.2.840.113619.2.312.4120.20240601.6.11.2.840.113619.2.312.4120.20240601.6.1.1
ORD-20240601-0007FluoroscopyfalseGI TRACTPAT-001152024-06-01T09:37:22CPT-74220Upper GI FluoroscopyACC-20240601-1007RAD-10032024-06-01T10:15:00Normal upper GI fluoroscopy.FLPHY-3253reportedNo evidence of obstruction. Normal swallowing motion.blank1.2.840.113619.2.312.4120.20240601.71.2.840.113619.2.312.4120.20240601.7.11.2.840.113619.2.312.4120.20240601.7.1.1
ORD-20240601-0008OtherfalseLUMBAR SPINEPAT-001102024-06-01T12:09:32LOINC-24606-6DEXA Bone DensityACC-20240601-1008RAD-10082024-06-01T12:44:50Mild osteopenia.DXPHY-3247reportedT-score -1.2. No evidence of osteoporosis.blank1.2.840.113619.2.312.4120.20240601.81.2.840.113619.2.312.4120.20240601.8.11.2.840.113619.2.312.4120.20240601.8.1.1

What the 100 rows show

from the 100-row sample
  • 4%critical_result_flag = true
  • 9dicom modalities
  • 17radiologists
modality100 rows by value
081616CT16%14MRI14%13X-r…13%12Ult…12%12PET12%11Mam…11%10Flu…10%12Oth…12%
dicom_body_part_examined100 rows · top 10 of 36 values
  1. BREAST11
  2. CHEST9
  3. BRAIN7
  4. ABDOMEN6
  5. LUMBAR SPINE6
  6. HEAD5
  7. WHOLE BODY5
  8. CERVICAL SPINE4
  9. ABDOMEN/PELVIS4
  10. PELVIS3
20 columns by typefrom the column list below
  • string 17
  • datetime 2
  • boolean 1

Columns

20 columns in three groups
blueprint · 20 columns
columntypedescriptionexample
Text 17 columns
order_idstringUnique identifier for the radiology imaging orderuniqueORD-20240601-0001
patient_idstringUnique identifier for the patient associated with the imaging orderPAT-00123
modalitystringImaging modality used for the procedure (e.g., CT, MRI, X-ray, Ultrasound)8 valuesCT
procedure_codestringStandardized procedure code (e.g., CPT, LOINC, SNOMED) for the imaging studyCPT-70450
procedure_descriptionstringTextual description of the imaging procedure performedCT Head Without Contrast
accession_numberstringUnique accession number for PACS integration and image retrievaluniqueACC-20240601-1001
radiologist_idstringUnique identifier for the interpreting radiologistRAD-1002
findingsstringDetailed findings from the radiologist's interpretationNo perfusion defect.
impressionstringSummary impression or conclusion from the radiologistNo acute findings.
critical_result_descriptionstringDescription of the critical result, if applicableoptionalSolitary pulmonary nodule…
dicom_study_instance_uidstringDICOM Study Instance UID for PACS and interoperabilityunique1.2.840.113619.2.312.4120…
dicom_series_instance_uidstringDICOM Series Instance UID for PACS and interoperabilityoptional1.2.840.113619.2.312.4120…
dicom_sop_instance_uidstringDICOM SOP Instance UID for individual imagesoptional1.2.840.113619.2.312.4120…
dicom_modalitystringDICOM modality code (e.g., CT, MR, US)9 modalities · optionalCT
dicom_body_part_examinedstringBody part examined as per DICOM metadataoptionalHEAD
ordering_physician_idstringUnique identifier for the physician who ordered the imaging studyPHY-3245
order_statusstringCurrent status of the imaging orderordered · scheduled · performed · reported · cancelledreported
Dates and times 2 columns
order_datetimedatetimeDate and time when the radiology order was placed2024-06-01T08:47:12
report_datetimedatetimeDate and time when the radiologist completed the interpretation/report2024-06-01T09:20:33
True or false 1 column
critical_result_flagbooleanIndicates if the report contains a critical result requiring urgent attentionfalse

Use it for

  • critical resul…4%4 of 100 rowsrows by modality16CT14MRI13X-ray12Ultr…

    A healthcare dashboard

    The critical_result_flag rate, critical_result_flag by modality and a breakdown of dicom_body_part_examined. Excel, Power BI or Tableau.

  • Why do 4 of 100 rows have critical_result_flag = true?

    A class exercise

    Hand out the rows and one question. Everyone works from the same 100 rows.

  • A software demo

    Believable orders with patient_id, order_datetime and modality to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 20 columns, your size and your rules. See 20 rows before you pay.

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This dataset100 rows20 columns
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blueprint · radiology-imaging-orders-and-reports

Behind this dataset

Same schema. As many rows as you need.

These 100 rows came out of a blueprint — 20 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Accession number unique per imaging study
  • Modality: X-ray, CT, MRI, ultrasound, nuclear medicine, PET
  • Body part imaged and laterality if applicable
  • CPT code for procedure
  • Ordering provider and indication for exam
  • Exam date/time and reading date/time
  • Radiologist with NPI
  • Report with findings and impression
Rows
Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
radiology-imaging-orders-and-reports

What should your data show?

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