Machine Learning & AI on FHIR, OSCAR, OpenMRS & OHDSI
Recent Projects!
- Template for multi-modal machine learning in healthcare using Kedro
- Collaboratively write journal papers or thesis in MS-Word and compile it to LaTeX using any template.
- Pyomop - Python package for managing OHDSI clinical data models.
- Fhiry: FHIR -> pandas.dataframe for AI and ML
- FHIRFormJS: NPM module to convert FHIR Questionnaire JSON to JSON Schema for form rendering
- QRMine: Qualitative Research support tools in Python
- omopfhirmap: command-line tool for OMOP CDM <-> FHIR mapping
- ckblib: Tools to create a clinical knowledge graph from biomedical literature
Issues that need help! 🧑🔧
- Support for LLM based FHIR flattening
- UMLSjs authentication method upgrade
- Failed update hapi-fhir to > 5 #49
Recent blog posts
Named Entity Recognition using LLMs: a cTakes alternative?
Distilling LLMs to small task-specific models
Kedro for multimodal machine learning in healthcare
Using OpenFaaS containers in Kubeflow
Six things data scientists in healthcare should know
Open-source for healthcare
AI will never replace the doctor. Or will it?
Death by beep? Bad sound design costs lives
Clinical knowledge representation for reuse
COVID vaccination tracking with blockchain
Into health IT? Let's connect!