Healthcare
20 columns
200 rows
8 formats

Medical Imaging Report Generation

This dataset provides paired medical imaging metadata and detailed radiology-style report texts, enabling the development and evaluation of AI models for automated report generation. Each record links imaging attributes, patient demographics, and structured report sections, making it ideal for natural language processing, computer vision, and clinical decision support research.

last updated 22 Jul 2025
by GoMask

The brief that made it

Training and benchmarking AI models for automated radiology report generation

Sample rows

preview · 8 of 200 rows · all 20 columns

report_idstring	modalitystring	image_widthinteger	image_viewstring	study_idstring	image_idstring	patient_idstring	body_part_examinedstring	acquisition_datetimedatetime	institution_namestring	radiologist_idstring	report_datetimedatetime	impression_sectionstring	ageinteger	sexstring	image_heightinteger	image_file_pathstring	report_textstring	findings_sectionstring	dicom_series_uidstring
RPT-000001	X-ray	2048	PA	STUDY-0001	IMG-0001	PAT-0001	Chest	2023-07-12T10:24:00	Metro General Hospital	RAD-001	2023-07-12T12:01:00	Normal chest X-ray.	52	Male	2048	xray/chest/IMG-0001.dcm	No acute cardiopulmonary abnormality. Heart size is normal. Lungs are clear. No pleural effusion.	Heart size within normal limits. Lungs are clear. No focal consolidation.	1.2.826.0.1.3680043.2.1125.1.1.2023071201
RPT-000002	X-ray	2048	Lateral	STUDY-0001	IMG-0002	PAT-0001	Chest	2023-07-12T10:26:00	Metro General Hospital	RAD-002	2023-07-12T12:05:00	Normal lateral chest radiograph.	52	Male	2048	xray/chest/IMG-0002.dcm	Lateral chest view shows clear lung fields, no effusion or consolidation. Spine and heart are unremarkable.	No abnormal opacity seen. Costophrenic angles are sharp.	1.2.826.0.1.3680043.2.1125.1.1.2023071202
RPT-000003	MRI	256	Axial	STUDY-0002	IMG-0003	PAT-0002	Brain	2022-11-04T15:15:00	Riverbend Imaging Center	RAD-003	2022-11-04T17:30:00	Mild chronic ischemic changes.	76	Female	256	mri/brain/IMG-0003.dcm	MRI brain shows mild age-related microvascular changes. No acute infarct or hemorrhage identified.	No mass effect. Ventricles are normal in size.	1.3.12.2.1107.5.2.19.45152.202211041515
RPT-000004	MRI	256	Coronal	STUDY-0002	IMG-0004	PAT-0002	Brain	2022-11-04T15:18:00	Riverbend Imaging Center	RAD-003	2022-11-04T17:35:00	Chronic microvascular disease.	76	Female	256	mri/brain/IMG-0004.dcm	Coronal images confirm mild periventricular hyperintensities. No evidence of acute pathology.	No abnormal enhancing lesion.	1.3.12.2.1107.5.2.19.45152.202211041518
RPT-000005	CT	1024	Axial	STUDY-0003	IMG-0005	PAT-0003	Abdomen	2024-01-21T09:41:00	Westside Medical Center	RAD-004	2024-01-21T10:20:00	Normal abdominal CT.	44	Male	1024	ct/abdomen/IMG-0005.dcm	CT abdomen demonstrates normal liver, spleen, pancreas, and kidneys. No acute intra-abdominal process.	No free fluid or mass identified.	1.2.826.0.1.3680043.2.1125.1.1.2024012101
RPT-000006	CT	1024	Coronal	STUDY-0003	IMG-0006	PAT-0003	Abdomen	2024-01-21T09:44:00	Westside Medical Center	RAD-004	2024-01-21T10:23:00	Unremarkable CT of the abdomen.	44	Male	1024	ct/abdomen/IMG-0006.dcm	Coronal CT images of the abdomen reveal no evidence of obstruction or abnormal enhancement.	Abdominal organs appear normal.	1.2.826.0.1.3680043.2.1125.1.1.2024012102
RPT-000007	Ultrasound	256	blank	STUDY-0004	IMG-0007	PAT-0004	Pelvis	2022-05-03T16:30:00	St. Francis Women's Clinic	RAD-005	2022-05-03T17:00:00	Normal pelvic ultrasound.	37	Female	192	ultrasound/pelvis/IMG-0007.jpg	Transabdominal pelvic ultrasound shows normal uterus and ovaries. No free fluid.	Endometrial thickness is normal.	1.2.428.0.9.3680043.2.1125.1.1.2022050301
RPT-000008	Mammography	4096	CC	STUDY-0005	IMG-0008	PAT-0005	Breast	2024-02-10T11:50:00	Central Women's Imaging Center	RAD-006	2024-02-10T13:01:00	BIRADS 1: Negative.	49	Female	3072	mammography/breast/IMG-0008.dcm	Mammogram demonstrates dense breast parenchyma. No suspicious mass, calcification, or architectural distortion.	No dominant mass seen.	1.2.392.200036.9116.2.6.1.48.1215978120.164
RPT-000009	Mammography	4096	MLO	STUDY-0005	IMG-0009	PAT-0005	Breast	2024-02-10T11:52:00	Central Women's Imaging Center	RAD-006	2024-02-10T13:06:00	BIRADS 1: Negative.	49	Female	3072	mammography/breast/IMG-0009.dcm	MLO view confirms no abnormality. Axillary tail is visualized.	No suspicious lesion in the axillary region.	1.2.392.200036.9116.2.6.1.48.1215978120.165
RPT-000010	X-ray	800	AP	STUDY-0006	IMG-0010	PAT-0006	Hand	2023-03-19T14:15:00	Springfield Pediatric Hospital	RAD-007	2023-03-19T15:10:00	Normal pediatric hand X-ray.	7	Female	1024	xray/hand/IMG-0010.dcm	AP X-ray shows normal bone development. No fracture or dislocation.	Phalanges and metacarpals are intact.	1.2.840.113619.2.5.1762583156.202303191415
RPT-000011	Ultrasound	320	blank	STUDY-0007	IMG-0011	PAT-0007	Liver	2023-12-07T09:30:00	East Valley Imaging	RAD-008	2023-12-07T10:01:00	Normal liver ultrasound.	55	Male	256	ultrasound/liver/IMG-0011.jpg	Liver ultrasound is unremarkable. No focal lesion or biliary dilatation.	Liver parenchyma is homogeneous.	1.2.840.113619.2.55.3212583157.202312070930
RPT-000012	CT	1024	Axial	STUDY-0008	IMG-0012	PAT-0008	Head	2024-03-13T08:12:00	Northside Hospital	RAD-009	2024-03-13T08:50:00	Normal head CT.	61	Male	1024	ct/head/IMG-0012.dcm	Non-contrast head CT shows no acute hemorrhage, infarct or mass effect.	Ventricles and cisterns are normal.	1.2.826.0.1.3680043.2.1125.1.1.2024031301
RPT-000013	MRI	240	Sagittal	STUDY-0009	IMG-0013	PAT-0009	Spine	2023-09-02T11:18:00	Uptown Imaging Center	RAD-010	2023-09-02T12:11:00	Degenerative changes, no acute process.	68	Female	320	mri/spine/IMG-0013.dcm	MRI lumbar spine shows moderate degenerative disc disease at L4-L5. No acute fracture.	Disc spaces narrowed at L4-L5.	1.2.840.113619.2.5.1762583156.202309021118
RPT-000014	PET	256	blank	STUDY-0010	IMG-0014	PAT-0010	Whole Body	2022-04-15T13:24:00	National PET Center	RAD-011	2022-04-15T15:40:00	Negative PET scan.	59	Female	256	pet/whole_body/IMG-0014.dcm	No abnormal FDG uptake identified. Physiologic distribution of tracer.	No focal hypermetabolic activity.	2.16.840.1.113669.632.20.1211.202204151324
RPT-000015	Ultrasound	192	blank	STUDY-0011	IMG-0015	PAT-0011	Kidney	2024-03-22T16:17:00	East Valley Imaging	RAD-012	2024-03-22T16:58:00	Normal renal ultrasound.	42	Male	256	ultrasound/kidney/IMG-0015.jpg	Renal ultrasound demonstrates normal size and echotexture. No hydronephrosis.	No renal mass or calculus seen.	1.2.840.113619.2.55.3212583157.202403221617
RPT-000016	X-ray	600	AP	STUDY-0012	IMG-0016	PAT-0012	Skull	2023-08-10T08:11:00	Children's Health Hospital	RAD-013	2023-08-10T09:07:00	Normal pediatric skull X-ray.	5	Male	800	xray/skull/IMG-0016.dcm	AP view of the skull is normal. No fracture or abnormal calcification.	Sinuses are clear.	1.2.826.0.1.3680043.2.1125.1.1.2023081001
RPT-000017	CT	2048	Sagittal	STUDY-0013	IMG-0017	PAT-0013	Spine	2024-01-11T18:01:00	Southside Spine Center	RAD-014	2024-01-11T18:49:00	Chronic degenerative changes.	73	Male	1024	ct/spine/IMG-0017.dcm	CT lumbar spine reveals mild spondylosis and disc bulge at L5-S1. No acute fracture.	Facet joints show mild degeneration.	1.2.826.0.1.3680043.2.1125.1.1.2024011101
RPT-000018	Ultrasound	192	blank	STUDY-0014	IMG-0018	PAT-0014	Thyroid	2023-10-23T13:42:00	Metro General Hospital	RAD-015	2023-10-23T14:18:00	Normal thyroid ultrasound.	33	Female	256	ultrasound/thyroid/IMG-0018.jpg	Thyroid ultrasound is unremarkable. No nodule or cyst seen.	blank	1.2.528.0.9.3680043.2.1125.1.1.2023102301
RPT-000019	X-ray	2048	AP	STUDY-0015	IMG-0019	PAT-0015	Abdomen	2023-06-17T07:29:00	Greenfield Community Hospital	RAD-016	2023-06-17T08:10:00	Unremarkable abdominal X-ray.	46	Female	2048	xray/abdomen/IMG-0019.dcm	Abdominal X-ray shows no obstruction or abnormal calcification. Bowel gas pattern is normal.	No abnormal gas pattern.	1.2.826.0.1.3680043.2.1125.1.1.2023061701
RPT-000020	Other	64	blank	STUDY-0016	IMG-0020	PAT-0016	Eye	2023-01-07T16:33:00	blank	blank	2023-01-07T17:02:00	blank	blank	blank	64	other/eye/IMG-0020.jpg	Ocular image of left eye. No abnormality detected.	blank	blank

What the 200 rows show

from the 200-row sample

Mammography modality stands out: mean image_width is 3,547, against 906.4 for the rest.

750median image_width
2sexes
22body part examineds
50median age
850median image_height

Mean image_width by modality200 rows

image_width200 rows, in bands of 500

Median 750, from 32 to 4,096.

image_view135 rows with a value · 65 left blank

Axial34
PA23
Coronal20
Sagittal13
Lateral11
AP11
CC9
MLO8
Oblique5
Transverse1

20 columns by typefrom the column list below

string 15
integer 3
datetime 2

Columns

20 columns in three groups

blueprint · 20 columns
column	type	description	example
Text 15 columns
`report_id`	string	Unique identifier for each imaging-report pair.unique	RPT-000001
`study_id`	string	Identifier for the imaging study (may group multiple images).	STUDY-0001
`image_id`	string	Unique identifier for the specific medical image.	IMG-0001
`patient_id`	string	Anonymized identifier for the patient associated with the image.optional	PAT-0001
`modality`	string	Type of imaging modality used (e.g., X-ray, CT, MRI, Ultrasound).7 values	X-ray
`body_part_examined`	string	Body region or organ system imaged (e.g., Chest, Abdomen, Brain).	Chest
`image_view`	string	Imaging view or projection (e.g., AP, PA, Lateral, Axial, Coronal, Sagittal).10 views · optional	PA
`institution_name`	string	Name or code of the medical institution where the image was acquired.optional	Metro General Hospital
`radiologist_id`	string	Anonymized identifier for the reporting radiologist.optional	RAD-001
`report_text`	string	Full narrative radiology report associated with the image.	No acute cardiopulmonary …
`findings_section`	string	Extracted 'Findings' section of the report, if available.optional	No dominant mass seen.
`impression_section`	string	Extracted 'Impression' or summary section of the report, if available.optional	Normal chest X-ray.
`sex`	string	Sex of the patient.Male · Female · Other · Unknown · optional	Male
`dicom_series_uid`	string	DICOM Series Instance UID for linking to original DICOM metadata.optional	1.2.826.0.1.3680043.2.112…
`image_file_path`	string	Relative or absolute path to the image file.	xray/chest/IMG-0001.dcm
Numbers 3 columns
`age`	integer	Age of the patient at the time of imaging (in years).0 to 120 · optional	52
`image_height`	integer	Height of the image in pixels.1 or more · optional	2048
`image_width`	integer	Width of the image in pixels.1 or more · optional	2048
Dates and times 2 columns
`acquisition_datetime`	datetime	Date and time when the image was acquired.optional	2023-07-12T10:24:00
`report_datetime`	datetime	Date and time when the radiology report was created.optional	2023-07-12T12:01:00

Medical Imaging Report Generation

Sample rows

What the 200 rows show

Columns

Use it for

A healthcare dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

What should your data show?

Sample rows

What the 200 rows show

Columns

Use it for

A healthcare dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Healthcare

What should your data show?