azusakou / MiranDaLinks
MiranDa: Mimicking the learning process of human doctors to achieve causal inference for medication recommendation
☆10Updated 10 months ago
Alternatives and similar repositories for MiranDa
Users that are interested in MiranDa are comparing it to the libraries listed below
Sorting:
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆18Updated last month
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆36Updated 8 months ago
- ☆37Updated last year
- 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 2 years ago
- Training HuggingFace models on EHR data☆25Updated this week
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆23Updated last year
- Code for submission XXXX☆11Updated last year
- Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.☆83Updated 2 years ago
- ☆22Updated 3 years ago
- ☆24Updated 5 years ago
- ☆33Updated 2 years ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆32Updated 4 months ago
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆21Updated 9 months ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆14Updated 9 months ago
- ☆15Updated 3 years ago
- CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks☆35Updated 2 weeks ago
- REMed: Retrieval-Enhanced Medical prediction model☆18Updated 5 months ago
- Self-supervised graph learning with hyperbolic embedding for temporal health event prediction (IEEE Cybernetics)☆14Updated 4 years ago
- A toolkit for developing foundation models using Electronic Health Record (EHR) data.☆35Updated this week
- COVID-19 EHR data analysis pipeline☆20Updated 5 months ago
- Official github repository for the paper "Unsupervised pre-training of graph transformers on patient population graphs"☆13Updated last year
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆18Updated last year
- Latex template for AMIA submissions (originally by Antonio Jimeno Yepes)☆17Updated 8 months ago
- Code repository to create the MIMIC-CDM Dataset.☆33Updated 4 months ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆25Updated 3 years ago
- public code repository for paper "Health system scale language models are general purpose clinical prediction engines"☆112Updated last year
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 4 years ago
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆21Updated last month