Medicare health insurance card OCR
This article explains how to quickly build and deploy an accurate OCR API that extracts data from US Medicare health insurance cards using our deep learning engine. It can be adapted to any type of health insurance card from other providers.
- You’ll need a free beta account. Sign up and confirm your email to login.
- You’ll need at least 20 Health insurance card images or pdfs to train your OCR.
Define your Health Insurance card data model
First, we’re going to define what fields we want to extract from your health insurance cards.
Here is the field list we want our algorithm to look for in your documents:
- Card owner: The full name card owner
- ID Number: The unique identifier claim number
- Sex: Gender of the card owner
- Hospital effective date: Start date of the hospital coverage
- Medical effective date: Start date of the medical coverage
If you're following this article for other types of health insurance cards, feel free to add as many as you want.
Deploy your API
Once you have defined the field list, head over to the platform and press the ‘build a new endpoint’ button.
You land now on the setup page. Here is the image you can use for setting up the API, and my setup looks like this:
Once you’re ready, click on the “next step” button. You land on a new page where we are going to define more technically the required field we want to extract in our new OCR API.
To go further, you can either download this json config to set up your data model (there is an upload button on the left part of the screen), or you can do it manually. Here is the config:
Cardholder: type String. The cardholder name never contains numeric characters, you can specify this by clicking the corresponding checkbox
ID Number: type String. It's composed of both alpha and numeric characters so we don't put any specification for the claim number.
Sex: type String. Like cardholder, there are no numeric characters for this one.
Hospital effective date: type Date
Medical effective date: type Date
Train your health insurance card model
Your setup is done. You can now deploy your API and train your model for automatically extracting data from your health insurance cards using the API.
To get more information about the training phase, please refer to the getting started tutorial. If you have any questions regarding your use case, feel free to reach out!