Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R. NB use main instead of master for default branch.
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Updated
Nov 20, 2021 - R
Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R. NB use main instead of master for default branch.
Develop a function to be incorporated into the R package 'icd' that will convert International Classification of Diseases codes from Ninth to Tenth revisions
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).
Tools of Utilization and Cost in Healthcare
Disease Pattern Miner is a free, open-source mining framework for interactively discovering sequential disease patterns in medical health record datasets.
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".
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..
ICD-9 to ICD-10 conversion using CMS General Equivalence Mapping (GEM)
Knowledge-Aware ICD Coding.
Tools of Utilization and Cost in Healthcare in Python
Companion code repository to Marcou et al. 2024, Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy
NHS Digital Data Science Internship Project November 2019
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.
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