A simple web app that shows how Watson's Natural Language Classifier (NLC) can classify ICD-10 code. The app is written in Python using the Flask framework and leverages the Watson Developer Cloud Python SDK

A simple python library for ICD-10-CM codes

ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)

A simple python library for ICD-10 codes

Functions to map between ICD-10 terms and PheCodes for UK Biobank hospital electronic health records

This repository includes API to get ICD-10 codes from descriptions. The Model is a transformer based on BERT. The embeddings are being finetuned based on the following paper: https://arxiv.org/abs/1904.03323 .

UMLS to SNOMED CT and ICD-10 mapping tool: A Python script for generating JSON files containing mappings between UMLS CUIs and SNOMED CT or ICD-10 codes using the UMLS Metathesaurus. Supports exact match, broad relations, and parent-child hierarchy mapping methods.

REST API wrappers for ICD10 CM and PCS XML files (Pyramid + Cornice + lxml ) https://pypi.python.org/pypi/pycd10api

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

A multi-label text classifier based on PLM-ICD paper

Tools of Utilization and Cost in Healthcare in Python

Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning

Convert between ICD-9 codes and ICD-10 codes

Python toolkit for US healthcare reimbursement systems. Provides unified access to CMS groupers (MS-DRG, HHA, IRF), editors (MCE, IOCE), and pricers (IPPS, OPPS, IPF, IRF, LTCH, SNF, HHA, Hospice, ESRD, FQHC) via JPype bridge to official CMS Java tools. Automate claims processing, analytics, and research with Medicare-accurate logic.

This experimental application serves an open source large language model Llama-2 that is connect to a streamlit user interface. The user can define a list of custom symptoms or ICD-10 symptoms as input to the LLM. A two-step chain of prompts will output a list of differential diagnoses followed by a list of examinations to workup these diagnoses.

A browser for ICD codes

A simple Python-library for encoding patient diagnoses according to ICD-10 (German Modification)

Mapping drug information (DrugBank), side effects (The SIDER Side Effect Resource), and ICD-10 codes.

🏥 AI-powered medical report generation with RAG, HIPAA compliance, and Next.js frontend

The ICD10CM-Hierarchy-Creation project is a robust data transformation tool designed to convert the intricate hierarchical structure of ICD-10-CM source files into an easily digestible and tabular format.