mocherson / MedGCNLinks
☆10Updated 5 years ago
Alternatives and similar repositories for MedGCN
Users that are interested in MedGCN are comparing it to the libraries listed below
Sorting:
- Self-supervised graph learning with hyperbolic embedding for temporal health event prediction (IEEE Cybernetics)☆14Updated 4 years ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆25Updated 3 years ago
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆22Updated 4 years ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 5 years ago
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Updated 6 years ago
- ☆16Updated 5 years ago
- Drug repurposing for COVID-19 using literature-based discovery☆28Updated 3 years ago
- ☆15Updated 3 years ago
- ☆38Updated 5 years ago
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆122Updated 6 years ago
- MiME Repository☆105Updated 5 years ago
- Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare (IJCAI 2021)☆22Updated 4 years ago
- This repository contains the code used for Predicting Patient Outcomes with Graph Representation Learning (https://arxiv.org/abs/2101.039…☆119Updated 4 years ago
- ☆10Updated 4 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 6 years ago
- The official implementation of TContext-GGAN☆14Updated 3 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆82Updated 2 years ago
- This repository contains codes for Timeline model☆10Updated 6 years ago
- Code of MICRON, MIMIC data processing, Residual Learning☆15Updated 3 years ago
- pytorch implementation for the CAMP model in ICDM 2019 "CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare"☆15Updated 6 years ago
- Source code for the paper "Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records"☆11Updated 4 years ago
- AC_TPC: Temporal Phenotyping using Deep Predicting Clustering of Disease Progression☆46Updated 4 years ago
- source codes based on PyTorch to analyze EHR☆147Updated last year
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆26Updated last year
- Code for paper "A deep learning framework for drug repurposing via emulating clinical trials on real world patient data" (Accepted to Nat…☆98Updated 3 years ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆35Updated 3 years ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆22Updated last year
- Patient Code & Text Representation Learning☆20Updated 2 years ago
- MedGraph: Structural and Temporal Representation Learning of Electronic Medical Records☆23Updated 5 years ago
- GAMENet : Graph Augmented MEmory Networks for Recommending Medication Combination☆143Updated 6 years ago