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clinical-cohort-psm-survival-analysis
clinical-cohort-psm-survival-analysis PublicR biostatistics project: propensity score matching + Cox proportional hazards survival analysis on a SQL-extracted synthetic claims cohort, grounded in clinical/epidemiological literature review.
R 1
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fqhc-chronic-disease-analysis
fqhc-chronic-disease-analysis PublicNLP tool applying clinical text models (spaCy/Hugging Face) to flag chronic disease risk indicators in FQHC clinical notes. Streamlit demo app in active development, not yet publicly deployed.
Jupyter Notebook 1
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gnn-connectome-review
gnn-connectome-review PublicLiterature review and design documentation on graph neural network approaches to human connectome analysis — MD-PhD application and portfolio reference material.
Python 1
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hospital-readmission-nlp
hospital-readmission-nlp PublicML/NLP pipeline predicting 30-day hospital readmission risk from structured claims/EHR features and discharge-note text, with a SQL-simulated 100K-record warehouse and Tableau dashboard delivery.
Python 1
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mcp-server-for-cms-healthcare-data-tools
mcp-server-for-cms-healthcare-data-tools PublicModel Context Protocol (MCP) server exposing structured tools for CMS claims/quality data workflows. Currently runs in demo mode against sample data with a real, unpopulated PostgreSQL schema. 84/8…
TypeScript 1
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self-correcting-data-analysis-agent
self-correcting-data-analysis-agent PublicAutonomous AI agent that tests hypotheses against a 10K-record synthetic healthcare claims dataset and detects/corrects its own analytical errors — 5/5 hypotheses validated, self-correction resolve…
Python 1
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