ICD-10-CM to SNOMED Code Mapper

**ICD-10-CM to SNOMED Code Mapper:**

This model was created to seamlessly convert ICD-10-CM codes, used primarily for billing and epidemiological purposes, into SNOMED CT codes, which are more detailed and used for clinical documentation and analysis.
**Key Features:**
- The model uniquely maps ICD-10-CM codes to SNOMED codes without the need for intermediary text data.
- By bridging ICD-10-CM and SNOMED CT, two of the most widely used medical coding systems, the model significantly improves interoperability between different healthcare information systems.
- Easy to integrate into existing healthcare IT infrastructures, the model simplifies the process of coding conversion, reducing the workload for medical coders and IT professionals.
- The model facilitates more accurate clinical documentation, research, and reporting by providing precise SNOMED codes, which offer a greater level of detail compared to ICD-10-CM codes.

The model can assist in healthcare data conversion by helping healthcare facilities translate ICD-10-CM codes to SNOMED codes. This conversion is utilized for multiple purposes, such as clinical documentation, research, and analytics. By providing a more detailed coding system, it improves the accuracy of medical billing and clinical documentation. Additionally, the model supports healthcare informatics by facilitating the standardization and harmonization of healthcare data across different systems. This contributes to better data management and analysis capabilities within the healthcare industry.

**Additional Model Information**
- [Industry Use-Case Demo](https://demo.johnsnowlabs.com/healthcare/ER_CODE_MAPPING/)
- **Domain:** Clinical Text Analysis
- **Subdomain:** Terminology Codes
- **Predictable entities:** snomed_code
- **Deployment Identifier:** 49. ICD-10-CM to SNOMED 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 **49. ICD-10-CM to SNOMED 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!

搜集汇总

背景与挑战

背景概述

该数据集提供ICD-10-CM与SNOMED CT医疗编码系统的直接映射模型，无需中间文本数据，便于集成到现有医疗IT系统中，提升临床文档的准确性和医疗数据分析能力。模型支持PAYG许可证部署，适用于临床文本分析和术语编码领域。