Convert Medical Record to NDJSON

Medical records contain important information about a patient health history, diagnoses, treatments, and care plans. Our system can pull structured data from various types of medical records whether they are PDFs or scanned documents.

We can extract these main parts:

• Patient information (name, birth date, medical record number)
• Visit details (date, doctor name)
• Main complaint and vital signs
• Medical history and current medications
• Allergies
• Diagnosis and treatment plan
• Additional notes from healthcare providers

This is really useful for:

• Adding to Electronic Health Record (EHR) systems
• Medical research and analysis
• Coordinating patient care
• Processing insurance claims

By pulling data from medical records, you can make healthcare processes smoother, improve patient care by making information more accessible, and help with medical research and analysis while keeping patient privacy and data security safe.

NDJSON (Newline Delimited JSON) is a format where each line is a valid JSON object, making it easier to process large datasets sequentially.

Technical Details

Each line in an NDJSON file is a complete, self-contained JSON object ended by a newline character. This allows for streaming processing without loading the entire file into memory.

Advantages

• Streaming-friendly for large datasets
• Easy to append new records
• Each record can be processed independently
• Simpler to parse than JSON arrays for large datasets

Limitations

• No support for cross-record references
• Less widely supported than standard JSON
• Each line must be a complete JSON object
• Not suitable for deeply nested relationships