emnlp-mimic / mimicLinks
☆22Updated 3 years ago
Alternatives and similar repositories for mimic
Users that are interested in mimic are comparing it to the libraries listed below
Sorting:
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆122Updated 6 years ago
- ☆42Updated 2 years ago
- Patient Code & Text Representation Learning☆20Updated 2 years ago
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆95Updated last year
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆96Updated 3 months ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆35Updated 3 years ago
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆78Updated 3 years ago
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆21Updated 5 months ago
- source codes based on PyTorch to analyze EHR☆147Updated last year
- ☆26Updated 5 years ago
- Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation☆50Updated 4 years ago
- Med-BERT, contextualized embedding model for structured EHR data☆306Updated last year
- PMC-Patients☆101Updated last year
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Updated 6 years ago
- EMNLP'2021: Can Language Models be Biomedical Knowledge Bases?☆57Updated 2 years ago
- Code for BEHRT: Transformer for Electronic Health Records☆116Updated 2 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 6 years ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated 2 years ago
- ☆63Updated 2 years ago
- "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021☆36Updated last year
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆54Updated 3 years ago
- MiME Repository☆105Updated 5 years ago
- A Label Attention Model for ICD Coding from Clinical Text☆70Updated 3 years ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 5 years ago
- ☆225Updated 4 years ago
- ☆38Updated 3 years ago
- ☆12Updated 3 years ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆34Updated 8 months ago
- ☆38Updated 5 years ago