XiangruiCAI / mce
Source code for Medical Concept Embedding with Time-Aware Embedding
☆20Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for mce
- Readmission Prediction via Deep Contextual Embedding of Clinical Concepts☆18Updated 6 years ago
- MiME Repository☆105Updated 4 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆31Updated 5 years ago
- Deep Learning for EHR papers☆33Updated 5 years ago
- A Deep Dynamic Memory Model for Predictive Medicine☆70Updated 6 years ago
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆117Updated 5 years ago
- ☆32Updated 5 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 6 years ago
- ☆30Updated 7 years ago
- KDD2020 paper; Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder☆18Updated 3 years ago
- An implementation of RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Recor…☆44Updated 6 years ago
- Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…☆11Updated 7 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- ☆22Updated 2 years ago
- ☆36Updated 2 years ago
- RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism☆212Updated 7 years ago
- ☆11Updated 2 years ago
- Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data☆97Updated 3 years ago
- This repository contains data and code for the paper"Comparing deep learning and concept extraction based methods for patient phenotyping…☆21Updated 6 years ago
- A Python library to load and analyze the MIMIC III Critical Care Database☆27Updated last year
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆18Updated 5 years ago
- MedGraph: Structural and Temporal Representation Learning of Electronic Medical Records☆20Updated 4 years ago
- Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation☆46Updated 3 years ago
- Rare disease identification from free-text clinical notes with ontologies and weak supervision☆26Updated last year
- Graph-based Attention Model☆239Updated last year
- GAMENet : Graph Augmented MEmory Networks for Recommending Medication Combination☆129Updated 5 years ago
- ☆68Updated 3 years ago
- ☆216Updated 3 years ago
- Real time mortality prediction in the MIMIC-III database☆52Updated 6 years ago
- Code Repo for Doctor2vec☆11Updated 4 years ago