hurcy / awesome-ehr-deeplearningLinks
Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.
☆424Updated 3 years ago
Alternatives and similar repositories for awesome-ehr-deeplearning
Users that are interested in awesome-ehr-deeplearning are comparing it to the libraries listed below
Sorting:
- ☆226Updated 4 years ago
- MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III☆452Updated last year
- Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code☆289Updated 4 years ago
- A curated list of ML|NLP resources for healthcare.☆472Updated 2 years ago
- Code and website related to the eICU Collaborative Research Database☆359Updated 10 months ago
- Evaluation of the Sepsis-3 guidelines in MIMIC-III☆197Updated 3 years ago
- source codes based on PyTorch to analyze EHR☆147Updated last year
- RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism☆220Updated 7 years ago
- ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)☆427Updated 3 years ago
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆186Updated last week
- Repository for Doctor AI project☆277Updated last year
- ☆130Updated last year
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆96Updated 4 months ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 6 years ago
- Predicting 30-day ICU readmissions from the MIMIC-III database☆87Updated 7 years ago
- A Python library to load and analyze the MIMIC III Critical Care Database☆28Updated 2 years ago
- MiME Repository☆105Updated 5 years ago
- Code for BEHRT: Transformer for Electronic Health Records☆116Updated 2 years ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆77Updated last year
- Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.☆857Updated 2 years ago
- Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"☆269Updated last year
- Mapping the MIMIC-III database to the OMOP schema☆143Updated last year
- Med-BERT, contextualized embedding model for structured EHR data☆307Updated last year
- Chronic Disease Prediction Using Medical Notes☆271Updated 6 years ago
- A Deep Dynamic Memory Model for Predictive Medicine☆70Updated 7 years ago
- Repository for the paper describing MIMIC-III☆83Updated 9 years ago
- Deep Learning for EHR papers☆34Updated 6 years ago
- ☆70Updated 4 years ago
- Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record☆107Updated 6 years ago
- An implementation of RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Recor…☆44Updated 7 years ago