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
Medprompt: How to architect LLM solutions for healthcare.
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
Clinical knowledge representation for reuse
COVID vaccination tracking with blockchain
Chatting with FHIR endpoint
Into health IT? Let's connect!
