Is this real patient data?

Absolutely not. Every patient, diagnosis, medication, and date is randomly generated and fictional. No record corresponds to a real person, so there is no privacy or HIPAA concern in using it for development.

Are the ICD-10 codes valid?

The codes are drawn from a curated list of real, common ICD-10 codes paired with their descriptions. They are formatted correctly, but the combinations are random and not clinically meaningful.

Can I demo a health app with this?

Yes, for internal demos and testing. Clearly label the data as synthetic. Never present generated records to clinicians or patients as though they describe a real individual.

Does it include medications and dosages?

Yes. Each record lists one to four medications with a plausible name and dose. The pairings are random, so do not interpret any combination as a real prescription.

What vitals are included?

Each record carries randomized but in-range vitals: blood pressure, heart rate, temperature, and BMI. Ranges are chosen to look realistic for UI layout and validation testing.

Fake Medical Record Generator

What this tool does

The Fake Medical Record Generator creates fully fictional patient record summaries so you can build and test electronic health record (EHR) screens, patient portals, and clinical dashboards without ever handling real protected health information. Each record includes a patient identifier, demographics, ICD-10 diagnoses, a medication list, vitals, and a recent visit date.

How it works

Each record is assembled from independent random draws. A medical record number (MRN) is generated with a numeric suffix, and demographics (name, age, sex) are chosen at random. One to three diagnoses are pulled from a curated table of real, correctly formatted ICD-10 codes and their descriptions, while one to four medications are paired with plausible doses. Vitals are sampled from realistic ranges — systolic/diastolic blood pressure, heart rate, temperature, and BMI — purely so layouts and validators have sensible values. A visit date within the last two years is emitted in ISO 8601 format.

Everything runs locally in your browser; no data is transmitted anywhere.

Tips and notes

Use JSON output to seed a development EHR database or build Jest fixtures.
The ICD-10 codes are real and correctly formatted, but combinations are random and not clinical advice.
Always label generated records as synthetic in any demo.
This data is for software development and testing only — never use it in patient care.