stamang / CLEVER
CL-inical EVE-nt R-ecognizer
☆19Updated 8 years ago
Alternatives and similar repositories for CLEVER:
Users that are interested in CLEVER are comparing it to the libraries listed below
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆41Updated last year
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆91Updated 8 months ago
- Python Radiology Text Analysis System☆13Updated last year
- Mapping the MIMIC-III database to the OMOP schema☆131Updated 10 months ago
- ☆24Updated 2 years ago
- Code and pretrained model for paper "Learning to Summarize Radiology Findings"☆80Updated 5 years ago
- Predicting 30-day ICU readmissions from the MIMIC-III database☆84Updated 6 years ago
- Quick script to parse out medications from discharge summaries in MIMIC format. Not that this approach uses minimal NLP, and can be vatly…☆28Updated 7 years ago
- Python library for hierarchy of ICD9 Codes☆103Updated 6 years ago
- Weak supervision methods for extracting real world evidence from EHRs☆33Updated 4 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆77Updated 9 months ago
- ☆38Updated 2 years ago
- Dataset containing 7,025 discharge summary notes from the MIMIC III dataset annotated for 7 SBDHs☆14Updated 2 years ago
- ☆33Updated 5 years ago
- A fine-tuned BERT using EHR notes.☆14Updated 5 years ago
- ☆38Updated 2 years ago
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆164Updated 3 weeks ago
- ☆28Updated 3 years ago
- Code for doing machine learning with various EHRs☆21Updated last year
- ☆96Updated 2 years ago
- init☆12Updated 2 months ago
- A torch package for learning diagnosis models from temporal patient data.☆113Updated 7 years ago
- Code for the paper "Knowledge Base Completion for Constructing Problem-Oriented Medical Records" at MLHC 2020☆11Updated 3 years ago
- Clinical Natural Language Processing using spaCy, scispacy, and medspacy☆99Updated 9 months ago
- Biomedical concept relatedness benchmark sampled from electronic health records☆11Updated 2 years ago
- High-performance tool for negation and uncertainty detection in radiology reports☆159Updated last year
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆38Updated 6 years ago
- Code for "Optimizing risk-based breast cancer screening policies with reinforcement learning"☆21Updated 3 years ago