azusakou / MiranDa
MiranDa: Mimicking the learning process of human doctors to achieve causal inference for medication recommendation
☆10Updated 7 months ago
Alternatives and similar repositories for MiranDa:
Users that are interested in MiranDa are comparing it to the libraries listed below
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆16Updated last week
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆20Updated last year
- Taking off-the-shelf HuggingFace models and training them on EHR data☆16Updated 3 weeks ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆31Updated 2 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated last year
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆22Updated 4 years ago
- ☆33Updated last year
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆30Updated 6 months ago
- ☆32Updated last year
- The official implementation of TContext-GGAN☆15Updated 3 years ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆19Updated 9 months ago
- Code repository to create the MIMIC-CDM Dataset.☆28Updated last month
- The DAPSNet Code☆13Updated 11 months ago
- Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.☆78Updated 2 years ago
- ☆24Updated 5 years ago
- ☆22Updated 3 years ago
- ☆12Updated 2 years ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆35Updated last month
- Code repository to analyse the performance and results of selected LLMs using the MIMIC CDM dataset.☆18Updated last month
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆28Updated last year
- Self-supervised graph learning with hyperbolic embedding for temporal health event prediction (IEEE Cybernetics)☆14Updated 4 years ago
- COVID-19 EHR data analysis pipeline☆19Updated 3 months ago
- CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks☆36Updated last week
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆24Updated 3 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆79Updated last year
- PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development☆95Updated last year
- Deep Generative Modelling of Patient Timelines using Electronic Health Records☆57Updated last year
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆37Updated 2 years ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆29Updated 2 months ago
- 🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…☆66Updated last month