Healthcare
34 columns
200 rows
8 formats

Healthcare Imaging Plus EHR Fusion

This dataset provides comprehensive, longitudinal synthetic patient records that integrate structured electronic health record (EHR) data with detailed medical imaging metadata. It enables multi-modal diagnostic research, AI model development, and healthcare analytics by linking patient demographics, encounters, clinical events, imaging studies, and AI-generated findings in a flat, analysis-ready format.

last updated 22 Jul 2025
by GoMask

The brief that made it

Developing and validating AI models for multi-modal medical diagnostics

Sample rows

preview · 8 of 200 rows · all 34 columns

patient_idstring	vital_sign_unitstring	vital_sign_valuefloat	medication_namestring	first_namestring	last_namestring	date_of_birthdate	sexstring	racestring	ehr_encounter_idstring	encounter_datedatetime	encounter_typestring	diagnosis_codestring	procedure_codestring	procedure_descriptionstring	medication_dosestring	medication_routestring	vital_sign_typestring	imaging_study_idstring	imaging_modalitystring	imaging_body_partstring	imaging_datedatetime	imaging_file_pathstring	ai_diagnosis_labelstring	ai_diagnosis_confidencefloat	provider_idstring	provider_specialtystring	facility_idstring	facility_namestring	facility_citystring	facility_statestring	facility_countrystring	diagnosis_descriptionstring	imaging_report_textstring
P0001	mmHg	142	Lisinopril	Elijah	Nguyen	1982-07-15	male	Asian	E000101	2023-05-12T09:45:00	outpatient	I10	99213	Office/outpatient visit, established patient	20 mg	oral	blood pressure	blank	blank	blank	blank	blank	blank	blank	PR100	Internal medicine	F101	Metro Medical Group	Chicago	IL	USA	Essential (primary) hypertension	blank
P0001	mg/dL	128	Metformin	Elijah	Nguyen	1982-07-15	male	Asian	E000102	2023-10-18T14:30:00	outpatient	E11.9	83036	Hemoglobin; glycosylated (A1C)	500 mg	oral	glucose	blank	blank	blank	blank	blank	blank	blank	PR100	Internal medicine	F101	Metro Medical Group	Chicago	IL	USA	Type 2 diabetes mellitus without complications	blank
P0002	bpm	98	Aspirin	Maria	Garcia	1951-11-03	female	Hispanic/Latina	E000103	2023-06-07T13:12:00	inpatient	I63.9	70450	CT scan, head/brain, without contrast	81 mg	oral	heart rate	IMG0001	CT	brain	2023-06-07T16:21:00	/synthetic-images/IMG0001.dcm	Acute ischemic stroke	0.97	PR101	Neurology	F102	River Valley Hospital	St. Louis	MO	USA	Cerebral infarction, unspecified	CT head shows small left frontal infarct.
P0002	mmHg	134	Atorvastatin	Maria	Garcia	1951-11-03	female	Hispanic/Latina	E000104	2023-07-05T11:15:00	outpatient	Z09	99214	Office/outpatient visit, established patient	20 mg	oral	blood pressure	blank	blank	blank	blank	blank	blank	blank	PR101	Neurology	F102	River Valley Hospital	St. Louis	MO	USA	Follow-up after completed treatment for conditions other than malignant neoplasms	blank
P0003	%	94	Albuterol	Aiden	Smith	2017-05-20	male	White	E000105	2023-09-11T08:22:00	outpatient	J45.909	94640	Pressurized or nonpressurized inhalation treatment	2.5 mg	inhaled	oxygen saturation	blank	blank	blank	blank	blank	blank	blank	PR102	Pediatrics	F103	Greenfield Pediatrics	Dallas	TX	USA	Unspecified asthma, uncomplicated	blank
P0003	kg	21.4	blank	Aiden	Smith	2017-05-20	male	White	E000106	2023-10-02T10:40:00	outpatient	Z00.129	99393	Well child visit, established patient	blank	blank	weight	blank	blank	blank	blank	blank	blank	blank	PR102	Pediatrics	F103	Greenfield Pediatrics	Dallas	TX	USA	Encounter for routine child health examination without abnormal findings	blank
P0004	%	89	Tiotropium	Fatou	Diop	1958-12-09	female	Black or African American	E000107	2023-03-25T07:51:00	inpatient	J44.1	94010	Spirometry, including graphic record	18 mcg	inhaled	oxygen saturation	IMG0002	X-ray	chest	2023-03-25T09:55:00	/synthetic-images/IMG0002.dcm	COPD exacerbation	0.92	PR103	Pulmonology	F104	Hopital Principal	Dakar	DA	Senegal	COPD with (acute) exacerbation	Chest X-ray shows hyperinflated lungs.
P0004	mmHg	126	Tiotropium	Fatou	Diop	1958-12-09	female	Black or African American	E000108	2023-06-15T13:30:00	outpatient	Z09	99214	Office/outpatient visit, established patient	18 mcg	inhaled	blood pressure	blank	blank	blank	blank	blank	blank	blank	PR103	Pulmonology	F104	Hopital Principal	Dakar	DA	Senegal	Follow-up after completed treatment for conditions other than malignant neoplasms	blank
P0005	blank	blank	Sertraline	Sophie	Martin	1991-04-02	female	White	E000109	2023-08-21T14:10:00	telehealth	F41.1	99443	Telephone evaluation and management service	50 mg	oral	blank	blank	blank	blank	blank	blank	blank	blank	PR104	Psychiatry	F105	Virtual Mental Health Services	Toronto	ON	Canada	Generalized anxiety disorder	blank
P0006	mg/dL	214	Atorvastatin	Chloe	Park	1987-11-12	female	Asian	E000110	2023-07-09T13:57:00	outpatient	E78.5	80061	Lipid panel	10 mg	oral	cholesterol	blank	blank	blank	blank	blank	blank	blank	PR100	Internal medicine	F101	Metro Medical Group	Chicago	IL	USA	Hyperlipidemia, unspecified	blank
P0007	blank	7	Ibuprofen	Lucas	Jones	2019-02-18	male	Black or African American	E000111	2023-06-10T10:15:00	emergency	S52.501A	73090	X-ray, forearm, 2 views	100 mg	oral	pain scale	IMG0003	X-ray	forearm	2023-06-10T11:00:00	/synthetic-images/IMG0003.dcm	Distal radius fracture	0.88	PR105	Orthopedics	F106	Children's Emergency Center	Atlanta	GA	USA	Unspecified fracture of the lower end of right radius, initial encounter	X-ray shows non-displaced fracture of distal radius.
P0007	kg	14.2	blank	Lucas	Jones	2019-02-18	male	Black or African American	E000112	2023-07-12T09:18:00	outpatient	Z09	99213	Office/outpatient visit, established patient	blank	blank	weight	blank	blank	blank	blank	blank	blank	blank	PR102	Pediatrics	F103	Greenfield Pediatrics	Dallas	TX	USA	Follow-up after completed treatment for conditions other than malignant neoplasms	blank
P0008	kg	102.6	blank	Sarah	Bennett	1998-03-29	female	White	E000113	2023-05-20T11:45:00	outpatient	E66.9	99401	Preventive medicine counseling	blank	blank	weight	blank	blank	blank	blank	blank	blank	blank	PR106	Family medicine	F107	Northside Family Practice	Seattle	WA	USA	Obesity, unspecified	blank
P0009	bpm	61	Atenolol	Mohamed	Sy	1976-09-10	male	Black or African American	E000114	2023-08-01T09:50:00	outpatient	I25.10	93000	Electrocardiogram, routine ECG with at least 12 leads	50 mg	oral	heart rate	blank	blank	blank	blank	blank	blank	blank	PR107	Cardiology	F108	CardioCare Center	Montreal	QC	Canada	Atherosclerotic heart disease of native coronary artery without angina pectoris	blank
P0010	cm	165.2	Alendronate	James	Lee	1947-02-06	male	Asian	E000115	2023-01-23T07:55:00	inpatient	M81.0	77080	Dual-energy x-ray absorptiometry (DXA), axial skeleton	70 mg	oral	height	IMG0004	X-ray	spine	2023-01-23T10:10:00	/synthetic-images/IMG0004.dcm	Osteoporosis	0.86	PR108	Geriatrics	F109	Sunrise Senior Clinic	London	ENG	UK	Age-related osteoporosis without current pathological fracture	DXA scan indicates low bone mineral density.
P0011	°C	37.9	blank	Amelia	Patel	2018-10-30	female	Asian	E000116	2023-04-26T08:41:00	outpatient	J00	99212	Office/outpatient visit, established patient	blank	blank	temperature	blank	blank	blank	blank	blank	blank	blank	PR102	Pediatrics	F103	Greenfield Pediatrics	Dallas	TX	USA	Acute nasopharyngitis [common cold]	blank
P0012	mg/dL	154	Metformin	William	Brown	1962-05-14	male	White	E000117	2023-08-18T13:25:00	outpatient	E11.9	83036	Hemoglobin; glycosylated (A1C)	500 mg	oral	glucose	blank	blank	blank	blank	blank	blank	blank	PR100	Internal medicine	F101	Metro Medical Group	Chicago	IL	USA	Type 2 diabetes mellitus without complications	blank
P0013	kg	3.2	blank	Olivia	Chen	2023-02-03	female	Asian	E000118	2023-02-03T06:40:00	inpatient	Z38.00	59409	Vaginal delivery only	blank	blank	weight	blank	blank	blank	blank	blank	blank	blank	PR109	Obstetrics	F110	Eastside Women's Hospital	Toronto	ON	Canada	Single liveborn infant, delivered vaginally	blank
P0013	kg	3.5	blank	Olivia	Chen	2023-02-03	female	Asian	E000119	2023-02-10T09:55:00	outpatient	Z00.110	99381	Initial comprehensive preventive medicine evaluation	blank	blank	weight	blank	blank	blank	blank	blank	blank	blank	PR102	Pediatrics	F110	Eastside Women's Hospital	Toronto	ON	Canada	Health examination for newborn under 8 days old	blank
P0014	blank	8	blank	Mason	Lopez	1989-05-09	male	Hispanic/Latino	E000120	2023-09-13T15:22:00	emergency	S06.0X0A	70450	CT scan, head/brain, without contrast	blank	blank	pain scale	IMG0005	CT	head	2023-09-13T16:11:00	/synthetic-images/IMG0005.dcm	Concussion, no acute bleed	0.81	PR110	Emergency medicine	F111	City General Hospital	Los Angeles	CA	USA	Concussion without loss of consciousness, initial encounter	CT head reveals no acute intracranial abnormality.

What the 200 rows show

from the 200-row sample

Mg/dL (vital sign unit) stands out: mean vital_sign_value is 187.6, against 87.5 for the rest.

102.6median vital_sign_value
3medication routes
4sexes
4encounter types
5imaging modalities
6races

Mean vital_sign_value by vital_sign_unit166 rows

vital_sign_value177 rows, in bands of 50

Median 102.6, from 3.2 to 287.2.

medication_name152 rows with a value · 48 left blank

Metformin15
Atorvastatin14
Lisinopril11
Ibuprofen10
Montelukast10
Furosemide9
Sertraline8
Aspirin7
Albuterol7
Simvastatin6

34 columns by typefrom the column list below

string 29
float 2
date 1
datetime 2

Columns

34 columns in three groups

blueprint · 34 columns
column	type	description	example
Text 29 columns
`patient_id`	string	Unique identifier for each synthetic patient recordunique	P0001
`first_name`	string	Patient's first name (synthetic)	Elijah
`last_name`	string	Patient's last name (synthetic)	Nguyen
`sex`	string	Patient's biological sexmale · female · other · unknown	male
`race`	string	Patient's race/ethnicity6 races · optional	Asian
`ehr_encounter_id`	string	Unique identifier for each EHR encounterunique	E000101
`encounter_type`	string	Type of encounter (e.g., inpatient, outpatient, emergency)inpatient · outpatient · emergency · telehealth · other	outpatient
`diagnosis_code`	string	Primary diagnosis code (ICD-10 or SNOMED)optional	I10
`diagnosis_description`	string	Description of the primary diagnosisoptional	Obesity, unspecified
`procedure_code`	string	Procedure code performed during the encounter (CPT, ICD-10-PCS, etc.)optional	99213
`procedure_description`	string	Description of the procedure performedoptional	Lipid panel
`medication_name`	string	Name of medication prescribed or administeredoptional	Lisinopril
`medication_dose`	string	Dosage and unit of medicationoptional	20 mg
`medication_route`	string	Route of medication administration (e.g., oral, IV)3 routes · optional	oral
`vital_sign_type`	string	Type of vital sign measured (e.g., blood pressure, heart rate, temperature)9 types · optional	blood pressure
`vital_sign_unit`	string	Unit of the vital sign value (e.g., mmHg, bpm, °C)7 units · optional	mmHg
`imaging_study_id`	string	Unique identifier for the imaging studyunique · optional	IMG0001
`imaging_modality`	string	Type of imaging modality (e.g., CT, MRI, X-ray, Ultrasound)7 values · optional	CT
`imaging_body_part`	string	Body part imaged (e.g., chest, brain, abdomen)12 parts · optional	brain
`imaging_report_text`	string	Radiologist's report or summary of findingsoptional	CT head shows small left …
`imaging_file_path`	string	File path or URI to the imaging file (synthetic or placeholder)optional	/imaging/IMG1001.dcm
`ai_diagnosis_label`	string	AI-generated diagnosis or classification label (if available)optional	Acute ischemic stroke
`provider_id`	string	Unique identifier for the healthcare provider involved in the encounter or imaging studyoptional	PR100
`provider_specialty`	string	Specialty of the provider (e.g., radiology, internal medicine)optional	Internal medicine
`facility_id`	string	Unique identifier for the healthcare facilityoptional	F101
`facility_name`	string	Name of the healthcare facilityoptional	Metro Medical Group
`facility_city`	string	City where the facility is locatedoptional	Chicago
`facility_state`	string	State or province of the facilityoptional	IL
`facility_country`	string	Country of the facilityoptional	USA
Numbers 2 columns
`vital_sign_value`	float	Measured value of the vital signoptional	142
`ai_diagnosis_confidence`	float	Confidence score for AI diagnosis (0.0-1.0)0 to 1 · optional	0.97
Dates and times 3 columns
`date_of_birth`	date	Patient's date of birth	1982-07-15
`encounter_date`	datetime	Date and time of the EHR encounter	2023-05-12T09:45:00
`imaging_date`	datetime	Date and time when imaging was performedoptional	2023-06-07T16:21:00

Use it for

A healthcare dashboard
Vital_sign_value by vital_sign_unit and a breakdown of medication_name. Excel, Power BI or Tableau.
Why do the 37 mg/dL rows have a mean vital_sign_value of 187.6?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Patients200
P0001142mmHg
P0001128mg/dL
P000298bpm
A software demo
Believable patients with first_name, last_name and date_of_birth to fill a screen in front of a buyer.

This dataset200 rows34 columns

Yours1,000 rows34 columnsfacility_city: UK only

blueprint · healthcare-imaging-plus-ehr-fusion

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 34 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

Link each image to patient demographics and vitals
Simulate multiple imaging modalities per patient
Include diagnosis and procedure codes
Respect realistic disease prevalence rates

Rows1,000 rows10,000 rows100,000 rows1,000,000 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: healthcare-imaging-plus-ehr-fusion

What should your data show?

No signup. No card.

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?