Skip to content

Stylegunhawk/Helath_Insurance_Parser

Repository files navigation

Health Insurance Claim Classifier - AI-Powered Analysis

A beautiful, modern health insurance claim classifier with glass morphism UI, designed for Indian & international insurers. Supports Hospitalization, OPD, Maternity, Dental, Day Care, and Critical Illness claims.

Features drag & drop upload, real-time AI classification, entity extraction, confidence scoring, and professional JSON export.


Features

Supported Claim Types

  • Hospitalization / IPD
  • OPD / Outpatient
  • Maternity & Delivery
  • Dental
  • Day Care Procedures
  • Critical Illness

Supported Insurers (Auto-Detected)

  • Star Health
  • ICICI Lombard
  • HDFC Ergo
  • Bajaj Allianz
  • Niva Bupa (Max Bupa)
  • Medicare / Medicaid (CMS-1500)
  • Blue Cross / Blue Shield

Core Functionality

  • AI-powered claim type detection with confidence score
  • 8 Core Entity Extraction:
    • Insurer
    • Patient Name
    • Policy Number
    • Hospital
    • Admission Date
    • Discharge Date
    • Diagnosis
    • Claim Amount
  • All probability scores (Hospitalization: 96%, OPD: 12%, etc.)
  • JSON export with metadata, raw text, and parsing notes
  • Missing field detection with clear warnings
  • Supports CMS-1500 (US) and Indian claim forms

Quick Start

1. Install Dependencies

pip install -r requirements.txt

About

No description, website, or topics provided.

Resources

Stars

0 stars

Watchers

0 watching

Forks

Releases

No releases published

Packages

 
 
 

Contributors