SNOMED Clinical Terminology to ICD-10-CM Map

**Overview**
This data package consists of SNOMED CT to ICD-10-CM mapping files, the purpose of which is to support semi-automated generation of ICD-10-CM codes from clinical data encoded in SNOMED CT for reimbursement and statistical purposes.

**Description**
The purpose of the SNOMED CT to ICD-10-CM map is to support semi-automated generation of ICD-10-CM codes from clinical data encoded in SNOMED CT for reimbursement and statistical purposes. This updated mapping file is derived from the September 2017 SNOMED CT United States (US) Edition and 2018 version of ICD-10-CM. There are a total of 119,270 SNOMED CT concepts mapped in this updated release.

**Benefits**
- this is a “readable” version of the map that can be understood by a non-technical individual.
- all current pre-coordinated snomed ct concepts within three hierarchies (clinical findings, events, and situations with explicit context) are mapped to icd-10-cm.
- real-time use by the healthcare provider
- retrospective coding by coding professionals

**License Information**
The use of John Snow Labs datasets is free for personal and research purposes. For commercial use please subscribe to the [Data Library](https://www.johnsnowlabs.com/marketplace/) on John Snow Labs website. The subscription will allow you to use all John Snow Labs datasets and data packages for commercial purposes.

**Included Datasets**
- [SNOMED CT Snapshot Extended Map Reference Set to ICD-10-CM Map](https://www.johnsnowlabs.com/marketplace/snomed-ct-snapshot-extended-map-reference-set-to-icd-10-cm-map)
- This dataset is one of the three separate files that the ICD-10-CM MAP contains. Extended Map contains the core publication of MAP data. There are one or more map records for each source concept mapped, including the ICD-10-CM target codes. This dataset is an update of the SNOMED CT to ICD-10-CM Cross Map. The purpose of this update is to synchronize with the latest release of the US Edition of SNOMED CT by removing obsolete content.
- [SNOMED CT Snapshot Module Dependency Reference Set to ICD-10-CM Map](https://www.johnsnowlabs.com/marketplace/snomed-ct-snapshot-module-dependency-reference-set-to-icd-10-cm-map)
- This dataset is one of the three separate files that the ICD-10-CM MAP contains. Module Dependency reference set designates the versions of other SNOMED CT modules upon which this publication of the MAP depends. This dataset is an update of the SNOMED CT to ICD-10-CM Cross Map. The purpose of this update is to synchronize with the latest release of the US Edition of SNOMED CT by removing obsolete content.
- [SNOMED CT Snapshot Refset Descriptor Reference Set to ICD-10-CM Map](https://www.johnsnowlabs.com/marketplace/snomed-ct-snapshot-refset-descriptor-reference-set-to-icd-10-cm-map)
- This dataset is one of the three separate files that the ICD-10-CM MAP contains. Refset Descriptor contains metadata from the SNOMED CT metadata hierarchy which describes the attributes of the publication refsets and their information content. This dataset is an update of the SNOMED CT to ICD-10-CM Cross Map. The purpose of this update is to synchronize with the latest release of the US Edition of SNOMED CT by removing obsolete content.
- [SNOMED CT to ICD-10-CM Human Readable Cross Map](https://www.johnsnowlabs.com/marketplace/snomed-ct-to-icd-10-cm-human-readable-cross-map)
- This dataset contains the human readable form of the SNOMED CT to ICD-10-CM cross map. The Map can be used in real-time by the healthcare providers and by coding professionals for retrospective coding purposes.

**Data Engineering Overview**
**We deliver high-quality data**
- Each dataset goes through 3 levels of quality review
- 2 Manual reviews are done by domain experts
- Then, an automated set of 60+ validations enforces every datum matches metadata & defined constraints
- Data is normalized into one unified type system
- All dates, unites, codes, currencies look the same
- All null values are normalized to the same value
- All dataset and field names are SQL and Hive compliant
- Data and Metadata
- Data is available in both CSV and Apache Parquet format, optimized for high read performance on distributed Hadoop, Spark & MPP clusters
- Metadata is provided in the open Frictionless Data standard, and its every field is normalized & validated
- Data Updates
- Data updates support replace-on-update: outdated foreign keys are deprecated, not deleted

**Our data is curated and enriched by domain experts**

Each dataset is manually curated by our team of doctors, pharmacists, public health & medical billing experts:
- Field names, descriptions, and normalized values are chosen by people who actually understand their meaning
- Healthcare & life science experts add categories, search keywords, descriptions and more to each dataset
- Both manual and automated data enrichment supported for clinical codes, providers, drugs, and geo-locations
- The data is always kept up to date – even when the source requires manual effort to get updates
- Support for data subscribers is provided directly by the domain experts who curated the data sets
- Every data source’s license is manually verified to allow for royalty-free commercial use and redistribution.

**Need Help?**
If you have questions about our products, contact us at [[e-mail]](mailto:[e-mail]).

**概述**
本数据包包含SNOMED CT（Systematized Nomenclature of Medicine Clinical Terms）到ICD-10-CM（International Classification of Diseases, 10th Revision, Clinical Modification）的映射文件，其用途是支持从采用SNOMED CT编码的临床数据中半自动生成ICD-10-CM编码，以满足医保报销与统计工作需求。

**数据集说明**
SNOMED CT至ICD-10-CM映射表的作用是支持从采用SNOMED CT编码的临床数据中半自动生成ICD-10-CM编码，以服务于医保报销与统计场景。本更新版映射文件基于2017年9月发布的美国版SNOMED CT以及2018版ICD-10-CM编制而成。本次更新版本共包含119,270个已完成映射的SNOMED CT概念。

**优势**
- 本映射表为“可读版”格式，非技术人员亦可轻松理解
- 涵盖临床发现、事件及明确情境三类层级下的所有当前预协调SNOMED CT概念，并完成至ICD-10-CM的映射
- 支持医疗服务提供者实时使用
- 支持编码专员开展回溯性编码工作

**授权信息**
约翰·斯诺实验室（John Snow Labs）数据集个人使用与科研用途免费。如需商业使用，请前往约翰·斯诺实验室官网的[数据库](https://www.johnsnowlabs.com/marketplace/)订阅服务。订阅后可使用约翰·斯诺实验室旗下所有数据集与数据包开展商业用途。

**包含数据集**
- [SNOMED CT快照扩展映射参考集至ICD-10-CM映射表](https://www.johnsnowlabs.com/marketplace/snomed-ct-snapshot-extended-map-reference-set-to-icd-10-cm-map)
- 本数据集为ICD-10-CM映射表包含的三个独立文件之一。扩展映射集包含映射表数据的核心发布内容，每个已映射的源概念均对应一条或多条映射记录，其中包含ICD-10-CM目标编码。本数据集是SNOMED CT至ICD-10-CM跨映射表的更新版本，本次更新旨在通过移除过时内容，与最新版美国版SNOMED CT保持同步。
- [SNOMED CT快照模块依赖参考集至ICD-10-CM映射表](https://www.johnsnowlabs.com/marketplace/snomed-ct-snapshot-module-dependency-reference-set-to-icd-10-cm-map)
- 本数据集为ICD-10-CM映射表包含的三个独立文件之一。模块依赖参考集用于指定本映射表发布版本所依赖的其他SNOMED CT模块版本。本数据集是SNOMED CT至ICD-10-CM跨映射表的更新版本，本次更新旨在通过移除过时内容，与最新版美国版SNOMED CT保持同步。
- [SNOMED CT快照参考集描述符参考集至ICD-10-CM映射表](https://www.johnsnowlabs.com/marketplace/snomed-ct-snapshot-refset-descriptor-reference-set-to-icd-10-cm-map)
- 本数据集为ICD-10-CM映射表包含的三个独立文件之一。参考集描述符包含来自SNOMED CT元数据层级的元数据，用于描述发布版参考集的属性及其信息内容。本数据集是SNOMED CT至ICD-10-CM跨映射表的更新版本，本次更新旨在通过移除过时内容，与最新版美国版SNOMED CT保持同步。
- [SNOMED CT至ICD-10-CM人类可读跨映射表](https://www.johnsnowlabs.com/marketplace/snomed-ct-to-icd-10-cm-human-readable-cross-map)
- 本数据集包含SNOMED CT至ICD-10-CM跨映射表的人类可读形式。医疗服务提供者可实时使用本映射表，编码专员亦可将其用于回溯性编码工作。

**数据工程概览**
**我们提供高质量数据**
- 每份数据集均经过三级质量审核
- 先由领域专家开展2次人工审核
- 随后通过60余项自动化验证流程，确保所有数据均符合元数据与预设约束条件
- 数据已归一化为统一的类型系统
- 所有日期、单位、编码、货币格式均保持统一
- 所有空值均归一化为统一的标准值
- 所有数据集与字段名称均符合SQL与Hive规范
- 数据与元数据
- 数据同时支持CSV与Apache Parquet格式，针对分布式Hadoop、Spark及MPP集群的高读取性能进行了优化
- 元数据采用开放的Frictionless Data（无摩擦数据）标准发布，所有字段均经过归一化与验证
- 数据更新机制
- 数据更新采用替换式更新策略：过时外键将被标记为废弃，而非直接删除

**我们的数据由领域专家精心整理与丰富完善**

每份数据集均由我们的医生、药师、公共卫生与医疗计费专家团队手动整理：
- 字段名称、描述与归一化值均由真正理解其含义的专业人员选定
- 医疗与生命科学专家会为每份数据集添加分类、搜索关键词、描述信息等内容
- 针对临床编码、服务提供者、药品及地理定位信息，同时支持人工与自动化的数据丰富流程
- 数据始终保持最新状态，即便数据源需要手动投入人力获取更新
- 数据订阅者可获得整理数据集的领域专家直接提供的技术支持
- 所有数据源的授权均经过人工审核，确保可实现免版税的商业使用与再分发

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搜集汇总

背景与挑战

背景概述

该数据集提供了SNOMED CT与ICD-10-CM之间的映射，支持从临床数据半自动生成ICD-10-CM代码，包含119,270个概念映射，并有人类可读版本。