Social Determinants of Health Visualization
Using Delta Sharing to Democratize Insights Into Social Determinants of Health
Supplemental code: Large Language Models for Integrating Social Determinant of Health Data: A Case Study on Heart Failure 30-Day Readmission Prediction
A metadata manager application built with Flask that writes records to Apache Solr.
Unite Us — independent third-party profile of a public API surface, by API Evangelist. Unite Us is the software and data infrastructure company for coordinating whole-person care across healthcare, government, and community-based organizations. Its platform screens people for social determinants of health, sends closed-loop referrals to community s
Open-source caregiver SDOH assessment and scoring toolkit
Healthcare operations intelligence case study focused on emergency department optimization, patient flow redesign, and avoidable ED utilization using large-scale encounter, provider, and SDOH analytics.
Privacy-preserving SUD+SDOH data integration pipeline for US behavioral health care coordination
Machine learning framework predicting U.S. county-level opioid cost per capita (2013–2023) by integrating Pharmacy Benefit Management (PBM) levers and Social Determinants of Health (SDOH). Includes data pipelines, simulation code, and reproducible figures.
Hyperparameter tuning, taught on CDC PLACES county data: learning-rate schedules, ridge vs lasso, and why alpha matters when social-need predictors are collinear.
Dashboard for tract level food access vulnerability score model. Work in progress. Hover over tract to see food-access vulnerability score. All data appears on hover. Built with Streamlit + Plotly + Census/NaNDA data.
Supplemental code: Beyond Composite Indices: Comprehensive Social Determinants Improve Heart Failure Readmission Prediction
End-to-end SDOH analytics platform: Python + PostgreSQL + dbt | Healthcare data engineering portfolio
Social determinants of health (SDOH) intake app and service navigation tools — 42 files, 8 DOCX templates, React intake workflow. MIT.
Alvee Health — independent third-party profile of a public API surface, by API Evangelist. Alvee Health is an AI-powered care navigation platform for social determinants of health (SDOH) and whole-person care coordination. It surfaces unmet social and clinical needs from documentation, auto-codes Z-codes, automates patient outreach and benefits enr
INXVALID is an R package for validating composite indices.
Public health role-based guidance covering 20 professional roles — 77K words of standards-grounded resources for practitioners and communities. MIT.
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