document-understanding
latest
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- Overview
- Getting started
- Building models
- Consuming models
- ML packages
- 1040 - document type
- 1040 Schedule C - document type
- 1040 Schedule D - document type
- 1040 Schedule E - document type
- 1040x - document type
- 3949a - document type
- 4506T - document type
- 709 - document type
- 941x - document type
- 9465 - document type
- ACORD125 - document type
- ACORD126 - document type
- ACORD131 - document type
- ACORD140 - document type
- ACORD25 - document type
- Bank Statements - document type
- Bills Of Lading - document type
- Certificate of Incorporation - document type
- Certificate of Origin - document type
- Checks - document type
- Children Product Certificate - document type
- CMS 1500 - document type
- EU Declaration of Conformity - document type
- Financial Statements - document type
- FM1003 - document type
- I9 - document type
- ID Cards - document type
- Invoices - document type
- Invoices Australia - document type
- Invoices China - document type
- Invoices Hebrew - document type
- Invoices India - document type
- Invoices Japan - document type
- Invoices Shipping - document type
- Packing Lists - document type
- Payslips - document type
- Passports - document type
- Purchase Orders - document type
- Receipts - document type
- Remittance Advices - document type
- UB04 - document type
- Utility Bills - document type
- Vehicle Titles - document type
- W2 - document type
- W9 - document type
- Public endpoints
- Supported languages
- Insights dashboards
- Data and security
- Licensing
- How to
- Troubleshooting
Document Understanding Modern Projects User Guide
Last updated May 8, 2025
CMS 1500 - document type
CMS-1500 is a standard form for medical claims used by non-institutional providers or suppliers to bill Medicare carriers and durable medical equipment regional carriers (DMERCs). It is also used for billing of some Medicaid State Agencies.
This ML package is trained to automatically detect key information and to extract relevant data from this kind of form. It has over 80 fields covering all types of info that the form can contain.
The model automatically detects data such as:
- Payer Name and Address.
- Patient Address, Telephone, DoB.
- Insurer Name and Address.
- Date of Illness, Claim Information, Hospitalization Date.
- Nature of Illness, Diagnosis Nature, Date of Service, Place of Service.
Note: For the complete list of extracted fields, check the Out-of-the-box Models Details file.
