*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.
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Dec 20, 2024 - R
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icd-9
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Develop a function to be incorporated into the R package 'icd' that will convert International Classification of Diseases codes from Ninth to Tenth revisions
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Feb 13, 2020 - R
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".
python selenium webscraper health scrapy disease beautifulsoup icd-10 who icd-9 webscrapping icd webcrawling icd-10-cm icdar2021
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Oct 10, 2022 - Jupyter Notebook
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).
data julia julia-language public-health epidemiology icd-10 who cdc health-data julia-package clinical-research icd-9 clinical-data icd-codes icd-10-cm mortality-data death-certificates
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Dec 23, 2022 - Julia
Tools of Utilization and Cost in Healthcare
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Jul 8, 2022 - R
Disease Pattern Miner is a free, open-source mining framework for interactively discovering sequential disease patterns in medical health record datasets.
data-science machine-learning data-mining research big-data data-visualization datascience webapp data-analysis research-tool pattern-recognition datamining healthcare-application icd-9 medical-informatics sequence-analysis icd sequence-mining disease-prediction
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Mar 21, 2019 - Java
ICD-9 to ICD-10 conversion using CMS General Equivalence Mapping (GEM)
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Dec 15, 2021 - Python
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..
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Apr 29, 2020 - R
Knowledge-Aware ICD Coding.
knowledge-graph multi-label-classification icd-9 graph-classification gnn label-attention-classification umls-cui
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Jun 24, 2024 - Jupyter Notebook
Tools of Utilization and Cost in Healthcare in Python
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Feb 19, 2017 - 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
recommender-system mimic-iii icd-9 medication imbalanced-learning multitask-learning hierarchical-learning omop-cdm
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May 24, 2024 - Jupyter Notebook
NHS Digital Data Science Internship Project November 2019
nlp machine-learning natural-language-processing tensorflow healthcare nlp-machine-learning icd-9 nhs-digital
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Sep 20, 2024 - Python
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.
ai deep-learning torch pytorch artificial-intelligence healthcare attention-mechanism icd-9 recurrent-neural-network
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Apr 11, 2023 - Jupyter Notebook
This repository contains lookup tables for the ICD-9 and ICD-10 diagnosis codes, in .csv format. It also contains a .csv table which classifies all ICD-9 codes using the ICD-10 codes' index. It includes the scripts to generate these tables, and the raw text which they are created from.
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Dec 13, 2024 - Python
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Oct 23, 2024
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