emnlp-mimic / mimic
☆22Updated 3 years ago
Alternatives and similar repositories for mimic:
Users that are interested in mimic are comparing it to the libraries listed below
- ☆24Updated 5 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- ☆36Updated last year
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆92Updated 10 months ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆120Updated 5 years ago
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆52Updated 2 years ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆31Updated 2 years ago
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆21Updated 11 months ago
- ☆12Updated 3 years ago
- auto icd coding with prompt☆49Updated 11 months ago
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆78Updated 2 years ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated 2 years ago
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆93Updated 8 months ago
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆28Updated last year
- ☆15Updated 3 years ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 4 years ago
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆60Updated 2 years ago
- EMNLP'2021: Can Language Models be Biomedical Knowledge Bases?☆56Updated 2 years ago
- source codes based on PyTorch to analyze EHR☆135Updated last year
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆29Updated 3 months ago
- ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆20Updated 3 years ago
- Rare disease identification from free-text clinical notes with ontologies and weak supervision☆28Updated last year
- ☆38Updated 3 years ago
- ☆38Updated 5 years ago
- ☆59Updated last year
- ☆15Updated 3 years ago
- A Label Attention Model for ICD Coding from Clinical Text☆69Updated 2 years ago
- Code for the paper "Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset" (ACL 2020)☆17Updated 4 years ago