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4 search results found

Pyhealth ⭐ 825

A Deep Learning Python Toolkit for Healthcare Applications.

Medical Concept Annotation Tool

Gnn_for_ehr ⭐ 103

Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"

Electronic Health Record Analysis with Python.

Toolkit for health ML implementation

Patient2vec ⭐ 51

Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

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

Cogstack Nifi ⭐ 29

Building data processing pipelines for documents processing with NLP using Apache NiFi and related services

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

Ccks2019 Chinese Clinical Ner ⭐ 16

The word2vec-BiLSTM-CRF model for CCKS2019 Chinese clinical named entity recognition.

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

Diagnosisextraction_ml ⭐ 6

Pipeline for building Machine Learning Classifiers for the diagnosis of EHR text-data. We used this pipeline for our study, published here: https://doi.org/10.2196/23930.

Toolkit for a learning health system

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