MeSH to UMLS Code Mapper

**MeSH to UMLS Code Mapper:**

The MeSH to UMLS Code Mapper is an advanced tool designed to translate MeSH terms into corresponding UMLS codes accurately. This translation is crucial for integrating varied medical and healthcare databases, ensuring consistency and reliability in medical information processing.

**Key Features:**
- The model bridges the gap between MeSH terms and UMLS codes, playing a pivotal role in consolidating medical information across different healthcare databases and systems. This enhances the interoperability and standardization of medical data.
- With its capability to directly map MeSH terms to UMLS codes, the model circumvents the need for intermediary text data. This direct mapping approach ensures higher accuracy and efficiency in data translation.
- The tool is tailored for seamless integration into existing healthcare information systems, simplifying the process of medical terminology conversion for healthcare professionals and medical researchers.
- By providing accurate translations, the model supports enhanced clinical documentation, research, and healthcare analytics, ensuring the consistency and reliability of medical data.
The MeSH to UMLS Code Mapper is a vital resource for healthcare facilities, medical researchers, and informatics specialists. It facilitates the conversion of MeSH terms into UMLS codes, which is essential for varied applications including clinical documentation, medical research, and healthcare analytics. This model not only streamlines the process of medical data management but also contributes to the improvement of data quality and analysis within the healthcare industry.

**Additional Model Information**
- [Industry Use-Case Demo](https://demo.johnsnowlabs.com/healthcare/ER_CODE_MAPPING/)
- [Full model info on John Snow Labs Models Hub](https://nlp.johnsnowlabs.com/2023/06/17/mesh_umls_mapping_en.html)
- **Domain:** Clinical Text Analysis
- **Subdomain:** Terminology Codes
- **Predictable entities:** umls_code
- **Deployment Identifier:** 51. MeSH to UMLS Code Mapper

**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 **51. MeSH to UMLS Code Mapper** 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:**
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!