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!

**ICD-10-CM 到 SNOMED 代码映射器：**

本模型专为实现ICD-10-CM（国际疾病分类第十次修订版临床修订版）代码到SNOMED CT（医学系统命名法临床术语版）代码的无缝转换而开发。其中ICD-10-CM主要用于医疗计费与流行病学研究，而SNOMED CT代码信息更详尽，广泛应用于临床文档编制与数据分析工作。

**核心特性：**
- 本模型可直接实现ICD-10-CM代码到SNOMED代码的映射，无需借助任何中间文本数据。
- 作为ICD-10-CM与SNOMED CT这两大主流医疗编码系统的桥梁，本模型可显著提升不同医疗信息系统间的互操作性。
- 本模型易于集成至现有医疗IT基础设施，可简化编码转换流程，减轻医疗编码人员与IT专业人员的工作负担。
- 本模型可提供比ICD-10-CM更具细节的精准SNOMED代码，助力实现更准确的临床文档编制、研究与报告工作。

本模型可协助医疗设施完成ICD-10-CM代码到SNOMED代码的转换，从而支持医疗数据转换工作。该转换可应用于临床文档编制、研究与数据分析等多个场景。凭借更详尽的编码体系，该模型可提升医疗计费与临床文档编制的准确性。此外，本模型可促进不同系统间医疗数据的标准化与统一化，为医疗信息学提供支持，进而提升医疗行业内的数据管理与分析能力。

**附加模型信息**
- [行业用例演示](https://demo.johnsnowlabs.com/healthcare/ER_CODE_MAPPING/)
- **应用领域：** 临床文本分析
- **子领域：** 术语编码
- **可预测实体：** snomed_code
- **部署标识：** 49. ICD-10-CM 到 SNOMED 代码映射器

**模型部署流程：**
1. 从[John Snow Labs](https://my.johnsnowlabs.com/)获取约翰·斯诺实验室的按需付费（Pay As You Go, PAYG）许可证。
2. 导入该模型条目。
3. 使用附带的笔记本，将`49. ICD-10-CM 到 SNOMED 代码映射器`作为模型参数部署本模型。**请勿使用导入该条目后此页面上出现的“打开”按钮，该按钮目前无法正常部署模型，请务必使用附带的笔记本。**
本模型提供了优化后的CPU与GPU构建版本，您可通过笔记本选择所需的部署版本。

**获取按需付费许可证流程：**
1. 访问[my.JohnSnowLabs.com](https://my.johnsnowlabs.com)并登录账号，若无账号请先注册。
2. 进入“获取许可证”页面。
3. 切换至“按需付费订阅”标签页，提供您的信用卡信息。
4. 仔细阅读最终用户许可协议与条款文档，若同意请点击“创建订阅”按钮。
5. 流程完成后，您可在“我的订阅”页面找到您的按需付费许可证。
6. 进入“我的订阅”页面，点击许可证密钥列的复制图标，复制您的PAYG许可证密钥。
7. 打开您的Databricks笔记本，将复制的JSL许可证粘贴至笔记本顶部的“JSL-License”字段中，即可完成准备工作。

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。