Medical Records Classifier

OfficialENTERPRISE

HIPAA-compliant classification of medical documents.

📄 pdf🖼️ images📊 office

28.9K downloads

76 stars

2 months ago

Description

Classify medical records by type without accessing protected health information. This model is designed for HIPAA-compliant healthcare environments. Applications include: - Medical record organization - Healthcare workflow automation - Patient document routing - Medical coding assistance

Quick Start

Install via CLI:

veriafy pull veriafy/medical-records

Use in Python:

from veriafy import Veriafy

client = Veriafy()
result = client.classify("document.pdf", model="veriafy/medical-records")

print(result.categories)  # Classification results
print(result.confidence)  # Confidence score

Classification Categories

lab_results

Laboratory test results

imaging

Medical imaging reports

prescription

Prescriptions and medications

clinical_notes

Clinical notes and summaries

administrative

Administrative documents

Benchmarks

98.1%

Accuracy

97.8%

Precision

98.3%

Recall

98.0%

F1 Score

Model Information

Version: 1.1.0
Size: 156 MB
License: Enterprise
Created: June 2024
Updated: 2 months ago

Requirements

CPU: 2 cores
RAM: 4 GB
GPU: Optional

Resources

Python SDK Reference CLI Documentation How Models Work

Enterprise License Required

This model requires an enterprise subscription. Contact sales