v1xerunt / COMPOSE
Source code for KDD 2020 paper COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching.
☆17Updated 4 years ago
Alternatives and similar repositories for COMPOSE
Users that are interested in COMPOSE are comparing it to the libraries listed below
Sorting:
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 4 years ago
- ☆15Updated 3 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆82Updated last year
- benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, p…☆121Updated 10 months ago
- ☆15Updated 3 years ago
- ☆74Updated 9 months ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆44Updated 3 years ago
- ☆38Updated 5 years ago
- ☆8Updated last year
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆120Updated 5 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 is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated 2 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
- Source code for the paper "Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records"☆10Updated 3 years ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆88Updated 4 years ago
- A collection of resources related with Knowledge-augmented Graph Machine Learning for Drug Discovery.☆20Updated 10 months ago
- Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders (IJCAI 2018)☆32Updated 6 years ago
- ☆11Updated 2 years ago
- ☆10Updated 4 years ago
- [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…☆85Updated 9 months ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆31Updated 2 years ago
- ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆20Updated 3 years ago
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆36Updated 2 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆30Updated 2 years ago
- ☆24Updated last year
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆25Updated last year
- Accurate and Interpretable Drug-drug Interaction Prediction Enabled by Knowledge Subgraph Learning. Nature Communications (Medicine).☆16Updated last year
- ☆22Updated 3 years ago
- ☆55Updated 4 years ago