azusakou / MiranDaLinks
MiranDa: Mimicking the learning process of human doctors to achieve causal inference for medication recommendation
☆11Updated last year
Alternatives and similar repositories for MiranDa
Users that are interested in MiranDa are comparing it to the libraries listed below
Sorting:
- ☆43Updated 2 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆83Updated 2 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆38Updated 2 years ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆25Updated 3 years ago
- The official implementation of TContext-GGAN☆14Updated 3 years ago
- ☆38Updated 2 years ago
- ☆14Updated 2 years ago
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆22Updated 4 years ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆36Updated 3 years ago
- COVID-19 EHR data analysis pipeline☆23Updated 10 months ago
- ☆15Updated 3 years ago
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆38Updated 3 years ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆22Updated last year
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆38Updated last year
- Knowledge-Based System'25☆11Updated 10 months ago
- ☆38Updated 5 years ago
- ☆59Updated last year
- Code of MICRON, MIMIC data processing, Residual Learning☆15Updated 3 years ago
- ☆15Updated 6 years ago
- CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks☆39Updated 3 weeks ago
- Knowledge-Based System'24☆11Updated last year
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆22Updated last year
- Latex template for AMIA submissions (originally by Antonio Jimeno Yepes)☆18Updated last year
- Training HuggingFace models on EHR data☆30Updated 3 months ago
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆20Updated 6 months ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆34Updated 9 months ago
- Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare (IJCAI 2021)☆22Updated 4 years ago
- A curated list of awesome healthcare taxonomies and knowledge graphs.☆73Updated last year
- Source code for the paper "Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records"☆11Updated 4 years ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆44Updated 8 months ago