ICD-9 ICD-10 and Clinical Classification Codes|医疗分类数据集|数据分析数据集

**Overview**
This data package includes information regarding Clinical Classification Software (CCS) for Diagnosis and Procedure Codes for International Classification of Diseases for Clinical Modification as well as Procedure Classification System. It also comprises of data about CCS for Mortality Reporting Program. It contains information regarding single level CCS for ICD-9 diagnosis and procedure codes.

**Description**
This data package contains the Agency for Healthcare Research and Quality (AHRQ) developed the Clinical Classifications Software (CCS), a tool for clustering patient diagnoses and procedures into a manageable number of clinically meaningful categories. CCS offers researchers the ability to group conditions and procedures without having to sort through thousands of codes and makes it easier to quickly understand patterns of diagnoses and procedures so that health plans, policymakers, and researchers can analyze costs, utilization, and outcomes associated with particular illnesses and procedures. CCS for ICD-10-CM and Procedure Classification System (PCS) is a diagnosis and procedure categorization scheme that can be employed in many types of projects analyzing data on diagnoses and procedures. CCS is based on the International Classification of Diseases, 10th Revision (ICD-10), a uniform and standardized coding system. CCS consists of two related classification systems, single-level and multi-level, which are designed to meet different needs. Single-level CCS is most useful for ranking of diagnoses and procedures and for direct integration into risk adjustment and other software. Multi-level CCS is ideal for evaluating larger aggregations of conditions and procedures or exploring these groupings in greater detail.

**Benefits**
- Useful for medical health planners, policymakers and medical research groups and medical students. clinical classifications software (ccs) for icd-10-cm database is available on hcup website in raw form, whereas a john snow labs(jsl) customer gets it in a clean and normalized form ready to use and create his own custom reports. easy to comprehend for the customers who are unfamiliar with the medical terminologies as all abbreviated terms are replaced with full form, unlike healthcare cost and utilization project (hcup) original datasets which are full of abbreviations. recent dataset for 2018 is available for use.

**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**
- [Clinical Classification Software Refined for ICD-10 CM](https://www.johnsnowlabs.com/marketplace/clinical-classification-software-refined-for-icd-10-cm)
- The Clinical Classifications Software Refined (CCSR) is one in a family of databases and software tools developed as part of the Healthcare Cost and Utilization Project (HCUP), a Federal-State-Industry partnership sponsored by the Agency for Healthcare Research and Quality (AHRQ). HCUP databases, tools, and software inform decision making at the national, state and community levels.
- [Clinical Classification Software for ICD-10 CM](https://www.johnsnowlabs.com/marketplace/clinical-classification-software-for-icd-10-cm)
- Clinical Classifications Software for ICD-10-CM Codes provides a way to classify diagnoses into a limited number of categories by aggregating individual ICD-10-CM codes into broad diagnosis groups to facilitate statistical analysis and reporting.
- [Clinical Classification Software for ICD-10 PCS](https://www.johnsnowlabs.com/marketplace/clinical-classification-software-for-icd-10-pcs)
- Clinical Classifications Software for ICD-10-PCS Codes provides a way to classify procedures into a limited number of categories by aggregating individual codes into broad diagnosis groups to facilitate statistical analysis and reporting.
- [Clinical Classification Software for Mortality Reporting Program](https://www.johnsnowlabs.com/marketplace/clinical-classification-software-for-mortality-reporting-program)
- The Clinical Classifications Software (CCS) for Mortality Reporting is a diagnosis categorization scheme that can be employed in many types of projects analyzing data on diagnoses. This tool is based on the International Classification of Diseases, 10th Revision (ICD-10), a uniform and standardized coding system, which has been used in the U.S. for mortality reporting since 1999.
- [Multi-Level Clinical Classification Software ICD-10 CM and PCS Codes](https://www.johnsnowlabs.com/marketplace/multi-level-clinical-classification-software-icd-10-cm-and-pcs-codes)
- Clinical Classifications Software for ICD-10-Clinical Modification (CM) and Procedural Classification System (PCS) Codes provides a way to classify diagnoses into a limited number of categories by aggregating multi-level ICD-10-CM and PCS codes into broad diagnosis groups to facilitate statistical analysis and reporting.
- [Single Level Clinical Classification Software ICD-9 Diagnosis Codes](https://www.johnsnowlabs.com/marketplace/single-level-clinical-classification-software-icd-9-diagnosis-codes)
- Clinical Classifications Software for ICD-9 Diagnosis Codes provides a way to classify diagnosis and procedures into a limited number of categories by aggregating individual ICD-9-CM codes into broad diagnosis and procedure groups to facilitate statistical analysis and reporting.
- [Single Level Clinical Classification Software ICD-9 Procedure Codes](https://www.johnsnowlabs.com/marketplace/single-level-clinical-classification-software-icd-9-procedure-codes)
- Clinical Classifications Software for ICD-9 Procedure Codes provides a way to classify diagnosis and procedures into a limited number of categories by aggregating individual ICD-9-CM codes into broad diagnosis and procedure groups to facilitate statistical analysis and reporting.

**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]).