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extract-medical-record

Extracts patient name, date of birth, diagnoses, and medications from medical records into structured JSON.

2|Updated Mar 14, 2026
Search Tags:#data-extraction#ehr#medications#structured-json#medical-record#diagnoses
One-click install
npx skills add https://github.com/iterationlayer/skills --skill extract-medical-record
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: extract-medical-record
Source: https://github.com/iterationlayer/skills/tree/main/skills/extract-medical-record
Command: npx skills add https://github.com/iterationlayer/skills --skill extract-medical-record

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Healthcare providers and clinical software platforms need to digitize patient records into structured JSON for seamless integration with EHR systems and analytics.

Core Features & Use Cases

  • Extract patient_name, date_of_birth, diagnoses (codes and descriptions), and medications (name and dosage) into a structured schema.
  • Support documents from PDFs, scans, or digital forms for interoperability with healthcare data systems.
  • Use case: Import patient data into EHRs for clinical workflows, research datasets, or reporting.

Quick Start

Upload a medical document to receive structured JSON containing patient name, date of birth, diagnoses, and medications.

Frequently Asked Questions about extract-medical-record

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract patient details and medications from medical records into structured JSON?▼

Medical record extraction captures patient_name, date_of_birth, diagnoses with codes, and medications with dosages into a deterministic JSON schema. It includes built-in validation and error handling to ensure data accuracy for EHR integration.

Can I extract diagnoses and medications from scanned PDFs for EHR integration?▼

Yes, medical record extraction supports PDFs, scans, and digital forms for EHR integration. It processes these documents to capture diagnoses codes, descriptions, and medication dosages into a structured JSON format.

What is the JSON schema output for digitized patient data?▼

The structured JSON schema for digitized patient data includes fields for patient_name, date_of_birth, diagnoses containing both code and description, and medications containing name and dosage.

Does the medical record extraction process include validation and error handling?▼

Yes, medical record extraction implements a deterministic schema with built-in validation and error handling. This ensures the structured JSON output maintains data integrity for clinical workflows and healthcare data exchange.

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