Skip to main content

This python tools allows you to map ICD codes between versions (ICD9 <-> ICD10) and also to other coding schemas such as CCS (Clinical Classification Software) and CCI (Chronic Condition Indicator)

Project description

ICDMappings

This tool helps working with ICD codes. It maps between ICD versions (such as between ICD9 and ICD10). Also maps to other codings such as CCS (Computer Software Classification), and classifies ICD9 codes as chronic or not thanks to CCI (Chronic Condition Indicator).

Installation

pip install icd-mappings

Usage

from icdmappings import Mapper

mapper = Mapper()

icd9code = '29410'
mapper.map(icd9code, 'icd9toccs')
>>> '653'

# Can also map any Iterable of codes
icd9codes = ['29410', '5362', 'NOT_A_CODE', '3669']

# icd9 to ccs
mapper.map(icd9codes, mapper='icd9toccs')
>>> ['653', '141', None, '86']

# icd9 to icd10
mapper.map(icd9codes, mapper='icd9toicd10')
>>> ['F0280', 'R111000', None, 'H269']

# You can also check available mappers
mapper.show_mappers()
>>> ['icd9toccs', 'icd9toicd10', 'icd10toicd9', 'icd9tochapter', 'icd9tolevel3', 'icd9tocci', 'icd9level3toccs']

Mappers

List of all mappers:

  • ICD9<->ICD10: ICD9-CM and ICD10-CM (in both directions).
  • ICD9->CCS: ICD9-CM to CCS (Clinical Classification Software) codes;
  • ICD9->ICD9Chapters: ICD9-CM diagnostic codes to the 19 Chapters;
  • ICD9->CCI ICD9-CM diagnostics to CCI (Chronic Condition Indicator). True of False depending on whether a diagnostic is chronic or not;
  • ICD9->Level3: Gets the 3rd level of an ICD9-CM diagnostic code;
  • ICD9Level3->CCS: Maps the 3rd level of an ICD9 code into the corresponding CCS code. Why? Sometimes codes in a database do not have the full length by default (poor quality of recording), so it can be useful to translate directly from the 3rd level to CCS. Some collisions happen (one icd9level3 could map to one of multiple ccs's) and at the moment we simply choose one of the compatible CCS codes.

Supports mapping either a single code at a time, or an iterable of codes (range, list, np.array, pd.Series, etc...).

:warning: When ICD9 or ICD10 is mentioned, it always refers to the American version aka ICD9-CM / ICD10-CM.

Feature requests

Feel free to sugest feature requests under Issues, such as turning this into a script in case your pipeline does not use python.

Acknowledgments

Tekaichi for building the initial version of the icd9->ccs pipeline

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

icd_mappings-0.3.0.tar.gz (1.1 MB view hashes)

Uploaded Source

Built Distribution

icd_mappings-0.3.0-py3-none-any.whl (1.1 MB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page