electronic-health-records

#自然语言处理#Medical Concept Annotation Tool

#计算机科学#Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"

#计算机科学#A customizable pipeline for data extraction from MIMIC-IV.

FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health records

#计算机科学#Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

MedAlign is a clinician-generated dataset for instruction following with electronic medical records.

#计算机科学#FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algorithms. https://doi.org/10.1093/jamia/ocaa139

The official implementation of our paper "MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Learning" (TheWebConf 2023).

An Open Source Hospital Management System

#自然语言处理#Building data processing pipelines for documents processing with NLP using Apache NiFi and related services

#计算机科学#An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

#自然语言处理#General tutorials for the setup and use of MedCAT.

#时序数据库#Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)

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

#计算机科学#[ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams

Library and CLI for randomly generating medical data like you might get out of an Electronic Health Records (EHR) system

Prepare UK Biobank Electronic Health Record data for research

#计算机科学#Training HuggingFace models on EHR data

#区块链#Four Year Project: Electronic Health Records using Blockchain

[Python] Additional works on Edward Choi's medGAN (generative adversarial network for electronic health records). In particular: boosting the prediction score using dataset augmentation.