icd-9 开源项目推荐（23 个）

jackwasey /icd

*New maintainer/owner needed* Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R. NB use main instead of master for default branch.

liuxinyuan123 /MIMIC_database_translation_project

MIMIC-IV数据库数汉化项目； ICD9、ICD10、ICD11诊断代码汉化项目； ICD9、ICD10手术操作代码汉化项目

NCBI-Hackathons /Design-of-ICD-9-to-10-conversion-function-for-the-R-package-icd

Develop a function to be incorporated into the R package 'icd' that will convert International Classification of Diseases codes from Ninth to Tenth revisions

JuliaHealth /ICD_GEMs.jl

ICD_GEMs.jl is a Julia package that allows to translate ICD-9 codes in ICD-10 and viceversa via the General Equivalence Mappings (GEMs) of the International Classification of Diseases (ICD).

prkskrs /icd-10-Version

I have scraped International Statistical Classification of Diseases and Related Health Problems 10th Revision websites's data. It has all the diseases and health problems. I have also attached csv of scraped data which contains two column "Ids" and "Description".

wenjie2wang /touch

Tools of Utilization and Cost in Healthcare

ClancyClark /ICD9to10mapping

ICD-9 to ICD-10 conversion using CMS General Equivalence Mapping (GEM)

dewittpe /medicalcoder

R package for working with medical coding schema and identifying records with specific comorbidities

niekverw /ukpheno

Create binary traits for UKbio using ICD/OPER/medication/self reports/age of diagnosis/visit-dates etc). The current output includes variables on history, study visit, future, time-to-first-event, episode-duration. this is a starting point to construct your favorite trait in ukb. The code was written on the go, so not super clean code..

pokarats /CoDER

Knowledge-Aware ICD Coding.

thewillyhuman-archive /snoicd-codex

📚 Optimized search system for SNOMED CT & ICD API

tamycova /icd-cie-codes-chile

Tabular formats for diagnoses and procedures ICD and CIE codes, specifically the versions used in the GRD system in Chile. Scraped and downloaded from several sources.

wenjie2wang /touchpy

Tools of Utilization and Cost in Healthcare in Python

qmarcou /computer_assisted_ICD_coding_paper

Companion code repository to Marcou et al. 2024, Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy

AberystwythSystemsBiology /MIMIC-III-to-SNOMED

Preprocessed SNOMED relations files that connect drugs and diagnoses from MIMIC-III to SNOMED. Fork of cscihkbu/Snomed-Proprocessed.

baxtree /icd_code_converter

Convert between ICD-9 codes and ICD-10 codes

Ali-Tharwat /Healthcare-Provider-Fraud-Detection

A machine learning project to detect fraudulent healthcare providers using Medicare claims data, focusing on handling severe class imbalance and model explainability.

KannanSA /NLPK

NHS Digital Data Science Internship Project November 2019

shahedsufian /SS-Variation-in-ADHD-incidence

该项目在 GitHub 上没有填写描述

ErniW /RETAIN-heart-failure-prediction-model-RNN

A recurrent neural network to predict heart failure based on ICD-9 patient data analysis from MIMIC dataset. RETAIN network uses "Reverse Time Attention Mechanism" for predictions.