Healthcare datasets

Patient records, medical imaging, clinical trials

222 ready-made datasets
8 formats, Excel to Parquet
First download free

What the 222 cover1 square = 1 dataset

Patient care87
Hospital operations43
Pharmacy34
Claims & billing29
Devices & wearables17
Clinical trials12

Grouped by dataset title and tags.

Showing all 24 on this page

Hospital operations

Healthcare Patient Appointment Patterns

Patient demographics, provider and clinic information, scheduling

This dataset provides detailed synthetic records of healthcare appointments, including patient demographics, provider and clinic information, scheduling, cancellations, no-shows, and outcomes. It is ideal for optimizing patient flow, improving operational efficiency, and developing predictive analytics models for healthcare organizations.

27 cols

patient_age
appointment_time
appointment_outcome
appointment_type
+23

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patient_age: 29
appointment_outcome: completed
appointment_type: in-person

Patient care

Patient Medical Imaging Metadata

Detailed information about study types, findings, imaging devices

This dataset provides comprehensive metadata for synthetic patient medical imaging studies, including detailed information about study types, findings, imaging devices, and patient demographics. It is designed to support machine learning applications in diagnostic imaging and healthcare workflow optimization, enabling robust analysis and model development.

21 cols

patient_age
patient_sex
modality
body_part_examined
+17

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patient_age: 49
patient_sex: Male
modality: CT

Patient care

Healthcare Pandemic Preparedness Records

Simulated patient records, healthcare resource utilization

This dataset provides detailed simulated patient records, healthcare resource utilization, and system alerts across multiple pandemic scenarios, enabling robust modeling of health system preparedness and policy impact analysis. It supports granular tracking of resource strain, patient outcomes, and facility-level responses, making it invaluable for strategic planning and emergency response simulations.

23 cols

admission_datetime
discharge_datetime
age
diagnosis_code
+19

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age: 57
diagnosis_code: U07.1
symptoms: fever,cough,shortness of breath

Devices & wearables

Remote Patient Monitoring Signals

Multi-modal sensor records for remote patient health monitoring

This dataset provides synthetic, multi-modal sensor records for remote patient health monitoring, combining vital signs, device metadata, patient demographics, text logs, and device images. It is ideal for developing machine learning models to detect health anomalies, predict patient needs, and enable real-time alert systems for telehealth and clinical research.

15 cols

signal_value
signal_unit
patient_age
patient_condition
+11

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signal_value: 97.2
signal_unit: %
patient_age: 32

Patient care

Healthcare Chronic Condition Prevalence

Demographics, standardized condition codes, and diagnosis statuses

This dataset provides granular, patient-level diagnosis information for chronic conditions, including demographics, standardized condition codes, and diagnosis statuses. It is designed for healthcare analytics, enabling prevalence studies, trend analysis, and population health management. The schema supports interoperability and detailed stratification by demographic and clinical factors.

19 cols

condition_code
condition_name
ethnicity
diagnosis_status
+15

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condition_code: E11.9
ethnicity: Caucasian
diagnosis_status: active

Pharmacy

Healthcare Medication Adherence Dataset

Prescription fulfillments, refill patterns, and relevant clinical

This dataset provides comprehensive records of patient medication adherence, including prescription fulfillments, refill patterns, and relevant clinical and demographic factors. It enables detailed analysis of adherence behavior, identification of barriers, and supports interventions to improve patient outcomes and reduce healthcare costs.

20 cols

medication_name
medication_dosage
medication_frequency
adherence_score
+16

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medication_name: Lisinopril
medication_dosage: 20mg
medication_frequency: once daily

Patient care

Healthcare Patient Satisfaction Scores

Ratings on various service aspects, patient demographics, provider

This dataset contains detailed patient satisfaction survey responses linked to healthcare visit records, including ratings on various service aspects, patient demographics, provider and department information, and identified service gaps. It enables comprehensive analysis of patient experience, service quality, and areas for improvement in healthcare delivery.

23 cols

patient_age
patient_ethnicity
overall_satisfaction_score
wait_time_score
+19

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patient_age: 28
patient_ethnicity: White
overall_satisfaction_score: 4.7

Hospital operations

Healthcare Diagnostic Referral Patterns

Referral reasons, test types, scheduling, and outcomes

This dataset provides detailed tracking of patient referrals from healthcare providers to diagnostic centers, including referral reasons, test types, scheduling, and outcomes. It enables analysis of referral patterns, provider-network efficiency, and patient care pathways, supporting operational improvements and quality initiatives in healthcare delivery.

27 cols

referring_provider_name
referring_provider_specialty
referring_provider_organization
diagnostic_center_name
+23

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referring_provider_name: Dr. Linda Kaufman
referring_provider_specialty: Pediatrics
diagnostic_center_name: Bay Area Laboratory

Patient care

Medical Imaging Classification Dataset

Diagnostic labels, imaging modalities, patient demographics

This dataset provides comprehensive metadata for synthetic medical images, including diagnostic labels, imaging modalities, patient demographics, and workflow details. It is designed for deep learning applications in disease classification and radiology workflow automation, supporting robust model training and evaluation. The rich labeling and metadata structure enable advanced research in medical AI and workflow optimization.

17 cols

modality
body_part
image_width
image_height
+13

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modality: CT
body_part: abdomen
image_width: 1024

Patient care

Patient Readmission Risk Factors

Hospital admissions, patient demographics, diagnoses, clinical risk factors

This dataset provides detailed records of hospital admissions, patient demographics, diagnoses, clinical risk factors, and readmission outcomes. It enables healthcare organizations to analyze the drivers of patient readmissions, optimize care plans, and reduce unnecessary costs through targeted interventions and predictive modeling.

23 cols

readmitted
risk_score
readmission_date
age
+19

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readmitted: false
risk_score: 0.12
age: 33

Devices & wearables

Medical Device Utilization Dataset

Asset status, maintenance activities, and location assignments

This dataset provides granular tracking of medical device usage and downtime in clinical environments, including asset status, maintenance activities, and location assignments. It enables healthcare organizations to optimize device utilization, reduce downtime, and plan maintenance proactively for improved patient care and operational efficiency.

18 cols

device_type
manufacturer
model_number
serial_number
+14

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device_type: ventilator
manufacturer: CompuMed
model_number: CM-VEN-500

Hospital operations

Emergency Department Resource Allocation

Shift-level resource allocation

This dataset provides detailed, shift-level resource allocation and patient throughput metrics for emergency departments across hospitals. It includes staffing levels, bed usage, supply availability, patient flow statistics, and operational notes, enabling hospitals to optimize staffing and supply decisions, identify bottlenecks, and improve emergency care efficiency.

25 cols

resource_shortages_flag
hospital_name
shift_type
staff_physicians_count
+21

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resource_shortages_flag: true
hospital_name: Central University Hospital
shift_type: day

Hospital operations

Healthcare Resource Utilization Dataset

Resource status, maintenance schedules, utilization rates

This dataset provides detailed, facility-level tracking of medical equipment and bed occupancy, including resource status, maintenance schedules, utilization rates, and patient assignments. It enables healthcare administrators to optimize resource allocation, monitor capacity, and improve operational efficiency across departments and locations.

21 cols

resource_type
resource_subtype
resource_status
resource_capacity
+17

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resource_type: bed
resource_subtype: ICU bed
resource_status: occupied

Pharmacy

Pharmaceutical Adverse Event Reports

Adverse event reports linked to pharmaceutical products

This dataset provides structured adverse event reports linked to pharmaceutical products and patient outcomes, enabling robust drug safety analysis and regulatory monitoring. It captures detailed patient demographics, drug administration details, event severity, and outcomes, making it ideal for pharmacovigilance, risk assessment, and clinical research.

18 cols

adverse_event_term
adverse_event_severity
reporter_type
report_date
+14

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adverse_event_term: nausea
adverse_event_severity: mild
reporter_type: patient

Hospital operations

Healthcare Workforce Staffing Metrics

Scheduled and actual staff counts, overtime, shift coverage

This dataset provides detailed, shift-level metrics on healthcare provider staffing, including scheduled and actual staff counts, overtime, shift coverage, and use of agency personnel across facilities and departments. It enables comprehensive analysis of workforce efficiency, identification of staffing gaps, and supports data-driven improvements in patient care and operational management.

15 cols

scheduled_staff_count
actual_staff_count
absent_staff_count
agency_staff_count
+11

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scheduled_staff_count: 7
actual_staff_count: 7
absent_staff_count: 0

Patient care

Healthcare Diagnostic Test Utilization

Test details, patient demographics, provider roles, costs

This dataset provides granular records of laboratory and imaging diagnostic test utilization across healthcare facilities, including test details, patient demographics, provider roles, costs, and result statuses. It enables comprehensive analysis of usage trends, resource allocation, and cost management, supporting data-driven decision-making for healthcare administrators and policy makers.

20 cols

test_name
test_type
test_category
test_cost
+16

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test_name: Complete Blood Count
test_type: laboratory
test_category: hematology

Pharmacy

Pharmacy Inventory Demand Forecast

Pharmaceutical inventory demand forecasts for pharmacies

This dataset provides detailed pharmaceutical inventory demand forecasts for pharmacies, leveraging historical demand and seasonal trends to predict future needs. It includes product and pharmacy identifiers, forecast periods, risk assessments, and recommended order quantities, supporting efficient inventory management and minimizing stockouts and waste.

22 cols

pharmacy_name
forecast_period_start
forecast_period_end
historical_demand
+18

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pharmacy_name: Central Pharmacy New York
forecast_period_start: 2024-07-01
forecast_period_end: 2024-07-14

Hospital operations

Healthcare Facility Resource Utilization

Capacity, usage, and availability for key assets such as beds, equipment

This dataset provides detailed, time-stamped records of healthcare facility resource utilization by department, including capacity, usage, and availability for key assets such as beds, equipment, and staff. It enables operational efficiency analytics, resource planning, and real-time monitoring to optimize healthcare delivery and manage surge scenarios.

21 cols

facility_name
resource_type
resource_name
utilization_time
+17

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facility_name: Metropolitan General Hospital
resource_type: bed
resource_name: Emergency Bed 1

PharmacyTop 10 most opened

Pharmacy Inventory Movement Dataset

Receipts, dispenses, adjustments, returns, and transfers

This dataset provides detailed records of pharmacy inventory movements, including receipts, dispenses, adjustments, returns, and transfers. Each transaction is linked to pharmacy, product, supplier, and patient entities, with granular tracking of stock levels, costs, and transaction types. Ideal for inventory optimization, demand forecasting, and stockout prevention in healthcare supply chains.

29 cols

pharmacy_name
destination_pharmacy_name
product_name
product_category
+25

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pharmacy_name: Main Street Pharmacy
product_name: Metformin Hydrochloride
product_category: diabetic

Patient care

Healthcare Risk Assessment Scores

Patient demographics, clinical attributes, calculated risk scores

This dataset provides comprehensive healthcare risk assessment records, including patient demographics, clinical attributes, calculated risk scores, and assessment metadata. It is ideal for precision medicine, population health analytics, and policy modeling, enabling researchers and healthcare organizations to stratify risk, identify high-risk populations, and inform targeted interventions.

25 cols

risk_score
risk_category
assessment_method
assessment_date
+21

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risk_score: 18.5
risk_category: Low
assessment_method: Framingham_v2

Claims & billing

Healthcare Procedure Cost Dataset

Patient demographics, provider information, procedure details

This dataset contains detailed synthetic records of healthcare procedure costs, including patient demographics, provider information, procedure details, and comprehensive financial breakdowns. Designed for cost modeling and pricing analytics, it enables in-depth analysis of healthcare expenses, demographic trends, and provider performance across various medical procedures.

22 cols

procedure_code
cost_billed
cost_paid
cost_patient_responsibility
+18

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procedure_code: CPT-99213
cost_billed: 250
cost_paid: 200

Hospital operations

Primary Care Appointment Scheduling

Patient demographics, preferences, wait times, and location details

This dataset provides detailed records of appointment requests and scheduling outcomes for primary care clinics, including patient demographics, preferences, wait times, and location details. It enables healthcare organizations to analyze scheduling efficiency, identify bottlenecks, and optimize appointment allocation to reduce patient wait times and improve resource utilization.

21 cols

appointment_type
scheduled_datetime
scheduling_status
appointment_location_street
+17

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appointment_type: routine
scheduling_status: scheduled
appointment_location_street: 2612 N Clark St

Patient care

Patient Diagnostic Imaging Records

Patient demographics, procedure specifics, facility information

This dataset contains detailed, synthetic metadata for patient diagnostic imaging procedures, including patient demographics, procedure specifics, facility information, imaging equipment details, and AI analysis status. It is ideal for optimizing radiology workflows, training AI models for medical image analysis, and supporting operational analytics in healthcare settings.

30 cols

patient_age
diagnosis_code
procedure_type
procedure_body_part
+26

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patient_age: 12
diagnosis_code: Q62.0
procedure_type: Ultrasound

Pharmacy

Pharmaceutical Adverse Event Dataset

Drug exposure, event characteristics, patient demographics

This dataset provides detailed, structured records of patient-reported and clinician-documented adverse drug events, including drug exposure, event characteristics, patient demographics, and clinical outcomes. It is designed to support pharmacovigilance, drug safety monitoring, and regulatory reporting, enabling robust analysis of drug risks and patient safety signals.

26 cols

adverse_event_term
event_date
reporter_type
drug_name
+22

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adverse_event_term: muscle pain
reporter_type: clinician
drug_name: Lipitor

Real codes. Never real patients.

Code systems found in the sample rows of all 222 healthcare datasets.

Code systemDatasets using it, of 222

ICD-10diagnoses41I10 · E11.9 · J45.909
CPTprocedures2699213 · CPT99214 · 99233
NPIUS providers51865478910 · 4871920382 · 3042157890
LOINClab tests32345-7 · 718-7
CARCdenial reasons3CO16 · CO-16
NDCdrug products312345-6789-01 · 00093051230
DRGinpatient groups2291
HCCrisk adjustment2HCC18 · HCC19
MedDRAadverse events110029205

A patient from the EOB datasetGenerated

patient_first_name: Emily
patient_last_name: Stevens
patient_date_of_birth: 1986-05-14
patient_city: Springfield
service_code: 99213
service_description: Office/outpatient visit, established patient

Generated Real code

Most common columnsDatasets, of 222

patient_id159
provider_id54
department26
diagnosis_code24
medication_name21

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One sentence in. A dataset with that pattern out.

Your sentence

Over-75s readmitted 2×
Real ICD-10 codes
3% missing dates

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30-day readmission rate by age

Sample rows for: Discharges from 6 wards, where patients over 75 are readmitted within 30 days twice as often, with real ICD-10 codes and 3% of discharge dates missing.
age	primary_dx	discharge_date	readmit_30d
81	I50.9	2024-03-14	yes
52	E11.9	2024-03-14	no
77	J44.1	—	yes
64	N18.3	2024-03-15	no

A pattern you asked for Everything else

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