hoon9405 / DescEmb
DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding
☆20Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for DescEmb
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆12Updated last year
- "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021☆31Updated 9 months ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆21Updated this week
- ☆14Updated 3 months ago
- ☆22Updated 2 years ago
- REMed: Retrieval-Enhanced Medical prediction model☆13Updated last week
- General Healthcare Predictive Framework☆12Updated 7 months ago
- ☆27Updated last year
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆16Updated 7 months ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆10Updated 3 months ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆14Updated last year
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images, NeurIPS 2023 D&B☆64Updated 3 months ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆18Updated 2 months ago
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆14Updated 3 months ago
- ☆28Updated last year
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆24Updated 9 months ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆29Updated 2 years ago
- The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"☆18Updated 6 months ago
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆102Updated 2 months ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆34Updated last year
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Updated 2 years ago
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆26Updated last year
- Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.☆68Updated 2 years ago
- Medical multi-modal learning with missing modality data (MLHC 2023)☆12Updated last year
- ☆9Updated 2 years ago
- ☆24Updated last year
- source codes based on PyTorch to analyze EHR☆129Updated 9 months ago
- ☆24Updated 4 years ago
- EMNLP'2021: Can Language Models be Biomedical Knowledge Bases?☆54Updated last year
- Limited automatic tabular ML pipelines for generic MEDS datasets.☆11Updated last week