andrewwlong / odsc_workshop
Clinical NLP workshop for ODSC
☆39Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for odsc_workshop
- Predict hospital readmission with discharge summaries☆66Updated 6 years ago
- ☆21Updated last year
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 6 years ago
- ☆68Updated 3 years ago
- [in development] Tools to support Natural Language Processing of freetext to create structured data elements for analysis☆32Updated 10 months ago
- AMIA submission examining note-derived vector representations☆9Updated last year
- Weak supervision methods for extracting real world evidence from EHRs☆33Updated 4 years ago
- An information extraction system for free-text eligibility criteria☆36Updated 5 years ago
- Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models☆29Updated 5 years ago
- A comprehensive NLP preprocessing package for clinical notes sentence boundary detection, tokenization☆29Updated 5 months ago
- Quick script to parse out medications from discharge summaries in MIMIC format. Not that this approach uses minimal NLP, and can be vatly…☆27Updated 7 years ago
- a Python tool to extract and structure numeric lab test comparison statements from text☆22Updated last year
- A Python implementation of the tools from H-CUP (Healthcare Cost and Utilization Project)☆60Updated last year
- Discovering Related Clinical Concepts using Large Amounts of Clinical Notes. An unsupervised graphical approach to mine related concepts …☆25Updated 6 years ago
- A rule-based Python module for spitting documents into sections.☆12Updated 4 years ago
- Here we will post recitation materials.☆9Updated 4 years ago
- Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record☆103Updated 5 years ago
- MedXN is a medication normalization system built upon Apache UIMA framework.☆22Updated 9 months ago
- Surfacing Semantic Data from Clinical Notes in Electronic Health Records for Tailored Care, Trial Recruitment and Clinical Research☆89Updated last year
- Automatically exported from code.google.com/p/negex☆36Updated 2 years ago
- ☆30Updated 7 years ago
- ☆27Updated 3 years ago
- ☆24Updated 6 years ago
- Python package for machine learning for healthcare using a OMOP common data model☆104Updated last year
- ☆38Updated 2 years ago
- ☆98Updated last year
- Machine learning on electronic health records☆11Updated 6 years ago
- Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model☆34Updated 6 years ago
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆39Updated 10 months ago
- NLP2FHIR: A FHIR-based Clinical Data Normalization Pipeline and Its Applications☆59Updated 2 years ago