Extract procedures and measurements and their corresponding CPT codes

**Extract procedures and measurements and their corresponding CPT codes:**

This model provides an advanced method for associating different medical entities with CPT codes. It guarantees precise interpretation and coding of medical texts, especially concerning procedures and measurement-related entities. It is a crucial tool for healthcare providers, medical billers, and informatics specialists, simplifying the coding workflow and improving the precision of medical documentation.
**Key Features:**
- Incorporates a wide range of medical entities, including both procedures and measurements, covering a broader spectrum of healthcare services.
- Specializes in codifying entities related to medical tests and results, a crucial aspect of healthcare documentation.

This model facilitates the streamlined conversion of medical procedures and measurements into standardized CPT codes for billing purposes in medical billing and coding processes. It enhances the accuracy and efficiency of documenting medical services in patient records, contributing to improved healthcare documentation. Furthermore, it can assist in the standardized categorization of clinical data, enabling effective analysis and research in the field of clinical data analysis.

**Additional Model Information**
- [Industry Use-Case Demo](https://demo.johnsnowlabs.com/healthcare/ER_CPT/)
- [Full model info on John Snow Labs Models Hub](https://nlp.johnsnowlabs.com/2022/05/10/sbiobertresolve_cpt_procedures_measurements_augmented_en_3_0.html)
- **Domain:** Clinical Text Analysis
- **Subdomain:** Terminology Codes
- **Predictable entities:** CPT Codes
- **Deployment Identifier:** 48. Extract procedures and measurements and their corresponding CPT codes

**How to run this model:**
1. Acquire a John Snow Labs Pay As You Go (PAYG) license from [John Snow Labs](https://my.johnsnowlabs.com/).
2. Import this listing
3. Use the attached notebook to deploy the model with **48. Extract procedures and measurements and their corresponding CPT codes** as the model parameter. **Do not use the Open button on this page which appears after importing this listing. It will fail to deploy a model and does not work yet, you must use the attached notebook.**

This model comes with optimized CPU and GPU builds. You can select which one to deploy via the notebook.

**How to obtain a PAYG license for John Snow Labs models:**

1. Access [my.JohnSnowLabs.com](https://my.johnsnowlabs.com/) and log in to your account. If you don't have an account, create one. 
2. Go to the Get License page. 
3. Switch to the PAYG Subscription tab and provide your credit card details. 
4. Carefully review the End User License Agreement and the Terms and Conditions documents. If you agree, click on the Create Subscription button. 
5. Once the process is complete, you will find your PAY-As-You-Go license listed on the My Subscriptions page. 
6. Visit the My Subscriptions page and copy the PAYG license key by clicking on the copy icon in the License Key column.
7. Go to your Databricks notebook and paste your JSL-license into the JSL-License field in the top of the notebook. You are now ready to go!