Optum / retain-keras
Reimplementation of RETAIN Recurrent Neural Network in Keras
☆83Updated last year
Related projects ⓘ
Alternatives and complementary repositories for retain-keras
- RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism☆212Updated 7 years ago
- MiME Repository☆105Updated 5 years ago
- A Deep Dynamic Memory Model for Predictive Medicine☆70Updated 6 years ago
- ☆128Updated last month
- Source code for Medical Concept Embedding with Time-Aware Embedding☆20Updated 5 years ago
- An implementation of RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Recor…☆44Updated 6 years ago
- Repository for Med2Vec project☆219Updated 6 years ago
- ☆216Updated 3 years ago
- ☆30Updated 7 years ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆77Updated 6 months ago
- Real time mortality prediction in the MIMIC-III database☆52Updated 6 years ago
- Deep Learning for EHR papers☆33Updated 5 years ago
- Sepsis Prediction on MIMIC☆69Updated 3 years ago
- Repository for the paper describing MIMIC-III☆75Updated 8 years ago
- A Python library to load and analyze the MIMIC III Critical Care Database☆27Updated last year
- Predicting 30-day ICU readmissions from the MIMIC-III database☆82Updated 6 years ago
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆37Updated 6 years ago
- Readmission Prediction via Deep Contextual Embedding of Clinical Concepts☆18Updated 6 years ago
- ☆32Updated 5 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 6 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record☆104Updated 5 years ago
- ☆38Updated 2 years ago
- Predictive Modeling in Urgent Care - A Comparative Study of Machine Learning Approaches☆20Updated 5 years ago
- ☆37Updated 5 years ago
- ☆68Updated 3 years ago
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆86Updated 5 months ago
- Python library for hierarchy of ICD9 Codes☆102Updated 5 years ago
- Graph-based Attention Model☆239Updated last year
- pytorch-retain☆14Updated 7 years ago