Synthetic Data
Highly realistic, fully-synthetic patient data sets
Purpose
Increase your velocity on the path to production
Testing your healthcare applications, software, and services with Protected Health Data is the last step in a long path to production.
Interoperability Institute offers customers highly realistic, fully-synthetic patient data sets curated by our Synthetic Patient Data Generator (PatientGen), industry-best FHIR® Subject Matter Experts, and a dedicated technical staff.
Realistic patient data to enrich proof of concept & testing for interoperability use cases such as:
Gaps in Care & Information
Patient Data Exchange
Risk Assessment/Risk Adjustment
Social Determinants of Health
Patient Cost Transparency
Mental Health Crisis
COVID-19 Progression and Tracking
Immunization Administration and Tracking
And More!

Interoperability testing among exchange partners
Validation of projected outcomes
End-to-end solution testing
Reference implementations
Connectathon track testing
Pricing
Synthetic Data Packs for Purchase
ADT, CCD, and DS Combo pack
A combination of Admission, Discharge, Transfer (ADT) messages, Continuing Care Documents (CCDs) and Discharge Summary (DS) documents.
Admit, Discharge and Transfer (ADTs)
This synthetic data set contains synthetic Admit, Discharge and Transfer (ADT) messages in HL7 messaging standard version 2.6.
Admit, Discharge and Transfer messages are used to communicate patient demographics, visit information and patient state at a healthcare facility.
COVID Admission, Discharge, Transfer Messages
This synthetic data set contains synthetic Admit, Discharge and Transfer (ADT) messages in HL7 messaging standard version 2.6.
This data pack includes COVID-19 synthetic patient ADTs using various COVID-19 diagnosis codes.
Continuity of Care Documents (CCD)
This synthetic data set contains synthetic Continuity of Care Documents (CCDs) created using HL7 messaging standard version C-CDA R2.1.
Continuity of Care Documents (CCD) are XML based markup standard built using HL7 Clinical Document Architecture (CDA) elements. CCD carry summary information about the patient within the broader context of the personal health record.
Discharge Summaries
Discharge Summary (DS) document are XML based markup standard built using HL7 Clinical Document Architecture (CDA) elements.
DS is used to support Inpatient/Hospital Encounter Summary Document exchange. It provides information for the continuation of care following the discharge.
Observation Result (ORUs)
ORUs are unsolicited transmission of an observation message designed contain information about a patient’s clinical observations and are used for transmitting patient’s laboratory results to other systems.
This synthetic data set contains synthetic Observation Result (ORU) messages in HL7 messaging standard version 2.5.1.
Unsolicited Vaccination Record (VXU)
Unsolicited Vaccination Update (VXU) messages are used to receive and send patient’s vaccination information.
This synthetic data set contains synthetic Unsolicited Vaccination Record (VXU) messages in HL7 messaging standard version 2.5.1.
Synthetic Personas for Purchase
Healthcare data is protected by HIPAA regulations that safeguard patient confidentiality.
Interoperability Institute creates synthetic discrete individual persona healthcare data records. These personas emulate a realistic longitudinal patient story with clinical and claims data that humanize the synthetic medical records.
Personas are generated in JSON and can be used for testing in a R4 FHIR HAPI Server. These records are highly realistic and even include gaps of information like a patient record in a real-world healthcare ecosystem.
Persona for Pregnancy
When Judy found out she was pregnant, she was ecstatic. Her and her husband had been trying to conceive for quite a long time and she was very eager to talk with her provider about how she could take care of her body during pregnancy. Judy’s doctor was wonderfully helpful in explaining exactly what she should do to care for herself and the baby. Judy attended every appointment, had every checkup, screening and scan, and followed every order to ensure she and her growing baby were both happy and healthy.
Persona for Pharyngitis
Gregory wasn’t surprised when his doctor diagnosed him with acute pharyngitis. He had been experiencing a sore throat for several days before he decided to call the doctor and get an appointment scheduled. His doctor prescribed him penicillin and explained to let him that he must finish all the medication, even if he started to feel better before it was gone. Gregory went to the pharmacy, picked up his new antibiotics, and made sure he took them exactly as prescribed. It didn’t take long for Gregory to start feeling better.
Persona for Sexually Transmitted Infection
Dennis had been feeling like something wasn’t quite right with his body. He scheduled an appointment with his doctor who asked all the usual questions and decided to run some tests based on the symptoms Dennis had described to him. When the test results came back, Dennis found out he has contracted Chlamydia Trachomatis and Herpes Simplex Virus. It was quite the shock to Dennis, but he listened to what the doctor had to say about treatment, and he knew he needed to follow the doctor’s orders and make some changes.
Persona for Congestive Heart Failure
Olga was diagnosed with Chronic Heart Failure when she was 63 years old. It came as a huge shock to her family, as they had always strived to be healthy individuals. In her time of need, Olga’s family supported her wholeheartedly. They ensured she never attended doctor’s appointments alone, always had healthy food on the table, and made sure she had an exercise buddy to do her doctor recommended activities with. Although her diagnosis was upsetting, Olga and her family worked extraordinarily hard to keep her as healthy as they could.
Persona Combo Pack
Contents of this data pack include:
Individual persona for Pharyngitis
Individual persona for Breast Cancer
Individual persona for Sexually Transmitted Infection
Individual persona for Pregnancy
Individual persona for Chronic Heart Failure
Clinical resources: 117 Payer Resources: 148 Total Resources: 265
Persona for Breast Cancer
Kathryn has been doing routine breast self-exams for years. During a recent self-examination, she found a small lump on her breast. She contacted her doctor immediately and set up appointments for screening tests and scans. Kathryn was devastated when the scans confirmed that she has a malignant neoplasm on her breast, which had a risk of spreading throughout her body. She took action and followed her doctor’s orders exactly, beginning chemotherapy treatments and checking in with her oncologist and care team often. Although she has a tough road ahead of her, she is determined to fight for her health.