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
- Patient Code & Text Representation Learning☆20Updated last year
- ☆24Updated 5 years ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- ☆36Updated last year
- 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 last week
- Code for the paper "Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset" (ACL 2020)☆17Updated 4 years ago
- auto icd coding with prompt☆49Updated 11 months ago
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆52Updated 2 years ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated 2 years ago
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆120Updated 5 years ago
- ☆15Updated 3 years ago
- ☆38Updated 3 years ago
- EMNLP'2021: Can Language Models be Biomedical Knowledge Bases?☆57Updated 2 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 4 years ago
- 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
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆61Updated 2 years ago
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆95Updated 9 months ago
- PMC-Patients☆96Updated 10 months ago
- Rare disease identification from free-text clinical notes with ontologies and weak supervision☆29Updated 2 years ago
- ☆12Updated 3 years ago
- ☆59Updated last year
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆24Updated last year
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆30Updated 3 months ago
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆78Updated 2 years ago
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Updated 5 years ago
- Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation☆49Updated 3 years ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆14Updated 8 months ago
- Improving Biomedical Pretrained Language Models with Knowledge [BioNLP 2021]☆65Updated 2 years ago