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Patient Demographics CSV Cleaner

Normalize a batch of patient demographic records — standardize names, dates of birth, phone numbers, and addresses for EHR import.

Use this tool — $7 per use$7 per use
Input
.csv.xlsx.tsv
Output
.csv
#healthcare#patient#demographics#ehr#csv#medical records#hipaa

What it does

Upload a patient demographics export from any source. Get back a normalized CSV with consistent name formats, standardized date of birth fields, normalized phone numbers, and addresses formatted for your target EHR — ready for bulk import without manual row-by-row corrections.

The problem it solves

Migrating patient records between EHR systems or importing from external sources surfaces inconsistencies that cause import failures: "Last, First Middle" vs "First Last", DOBs as "03/15/1985" vs "March 15, 1985" vs "1985-03-15", phone numbers with dashes, periods, or no separators. Cleaning hundreds of records manually is impractical.

What it handles automatically

  • Name normalization — Splits "Last, First" and combined formats into separate First, Last, Middle fields
  • Date of birth standardization — Converts any date format to the target EHR's required format
  • Phone number normalization — Strips formatting characters; outputs 10-digit format (US) or E.164 international
  • Gender/sex field normalization — Maps common variants (M/F, Male/Female, 1/2) to your target system's values
  • Required field validation — Flags records with missing name, DOB, or other required fields

Important note on patient data

This tool processes data entirely in your browser — no patient information is transmitted to any server. See our Security & Privacy page for details.

FAQ

Is this HIPAA-compliant? The tool processes data client-side only and transmits no PHI to any server. The $7 payment transaction contains only your payment details — no patient data. Assess compliance requirements for your specific use case with your compliance officer.

Does it validate against an existing patient database? No — this tool normalizes formatting only. Duplicate patient matching requires your EHR system.

Does it store my data? No. Processing is entirely in your browser. Patient data never leaves your machine.

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