jshang123 / G-BertView external linksLinks
Pre-training of Graph Augmented Transformers for Medication Recommendation
☆126Jun 15, 2019Updated 6 years ago
Alternatives and similar repositories for G-Bert
Users that are interested in G-Bert are comparing it to the libraries listed below
Sorting:
- ☆39Feb 14, 2020Updated 6 years ago
- MiME Repository☆105Nov 14, 2019Updated 6 years ago
- python code for BRLTM model☆14Jan 17, 2021Updated 5 years ago
- Patient Code & Text Representation Learning☆19May 22, 2023Updated 2 years ago
- Self-supervised graph learning with hyperbolic embedding for temporal health event prediction (IEEE Cybernetics)☆15Oct 31, 2020Updated 5 years ago
- ☆228Sep 1, 2021Updated 4 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆42May 4, 2023Updated 2 years ago
- ☆11Jul 31, 2020Updated 5 years ago
- ☆10Sep 7, 2021Updated 4 years ago
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆22Apr 29, 2025Updated 9 months ago
- ☆40Feb 17, 2022Updated 3 years ago
- Learning to Prescribe☆18Feb 22, 2025Updated 11 months ago
- Knowledge-Based System'24☆12May 28, 2024Updated last year
- This repository contains codes for Timeline model☆10Dec 18, 2018Updated 7 years ago
- Med-BERT, contextualized embedding model for structured EHR data☆314Feb 19, 2024Updated last year
- MedGraph: Structural and Temporal Representation Learning of Electronic Medical Records☆23Aug 11, 2020Updated 5 years ago
- Graph Convolutional Transformer implemented in pytorch☆14Nov 24, 2020Updated 5 years ago
- source codes based on PyTorch to analyze EHR☆149Jan 22, 2024Updated 2 years ago
- Source code of ME2Vec.☆14Jun 26, 2023Updated 2 years ago
- Graph-based Attention Model☆246Apr 17, 2023Updated 2 years ago
- RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism☆224Nov 4, 2017Updated 8 years ago
- Multimodal Transformers for biomedical text and Knowledge Graph data☆34Mar 3, 2023Updated 2 years ago
- Natural language generation for discrete data in EHRs☆22Aug 1, 2019Updated 6 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Jul 26, 2019Updated 6 years ago
- ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)☆434Oct 17, 2022Updated 3 years ago
- Code for ACL 2019 paper "Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs"☆18Feb 9, 2020Updated 6 years ago
- Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records☆19Mar 8, 2023Updated 2 years ago
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆22Feb 3, 2021Updated 5 years ago
- Knowledge-Based System'25☆11Dec 15, 2024Updated last year
- The repository for the paper "Predicting in-hospital mortality by combining clinical notes with time-series data"☆12May 23, 2021Updated 4 years ago
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Aug 21, 2019Updated 6 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆91Aug 1, 2023Updated 2 years ago
- ☆11Aug 7, 2020Updated 5 years ago
- Code and Word2Vec embeddings of LOINC codes for KDD 2019 DSHealth paper "Evaluation of Embeddings of Laboratory Test Codes for Patients a…☆11Jun 13, 2024Updated last year
- Generative adversarial network for generating electronic health records.☆283Aug 19, 2019Updated 6 years ago
- Dual Memory Neural Computer☆29Nov 8, 2021Updated 4 years ago
- Probing task; contextual embeddings -> textual definitions (EMNLP19)☆11Apr 22, 2021Updated 4 years ago
- A demo project for a computation graph implementation in C++.☆11Jul 2, 2019Updated 6 years ago
- Code Repo for Doctor2vec☆11Jan 23, 2020Updated 6 years ago