XiangruiCAI / mce
Source code for Medical Concept Embedding with Time-Aware Embedding
☆22Updated 5 years ago
Alternatives and similar repositories for mce:
Users that are interested in mce are comparing it to the libraries listed below
- Readmission Prediction via Deep Contextual Embedding of Clinical Concepts☆18Updated 7 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- MiME Repository☆105Updated 5 years ago
- Deep Learning for EHR papers☆34Updated 5 years ago
- ☆33Updated 5 years ago
- MedGraph: Structural and Temporal Representation Learning of Electronic Medical Records☆22Updated 4 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 7 years ago
- ☆30Updated 7 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆18Updated 5 years ago
- KDD2020 paper; Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder☆18Updated 4 years ago
- ☆37Updated 2 years ago
- ☆12Updated 2 years ago
- A Deep Dynamic Memory Model for Predictive Medicine☆70Updated 6 years ago
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆122Updated 5 years ago
- Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…☆11Updated 7 years ago
- ☆22Updated 3 years ago
- pytorch-retain☆14Updated 7 years ago
- ☆10Updated 4 years ago
- Rare disease identification from free-text clinical notes with ontologies and weak supervision☆28Updated last year
- Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation☆47Updated 3 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- ☆17Updated 4 years ago
- pytorch implementation for the CAMP model in ICDM 2019 "CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare"☆15Updated 5 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
- Adversarial Learning of Knowledge Embeddings for the Unified Medical Language System☆40Updated 5 years ago
- ☆12Updated last year
- Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record☆106Updated 6 years ago
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆38Updated 6 years ago
- Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model☆34Updated 7 years ago
- RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism☆213Updated 7 years ago