Using Delta Sharing to Democratize Insights Into Social Determinants of Health
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Mar 2, 2023 - Python
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social-determinants-of-health
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Supplemental code: Large Language Models for Integrating Social Determinant of Health Data: A Case Study on Heart Failure 30-Day Readmission Prediction
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Sep 12, 2024 - Python
Team 9 SCCM Datathon 2023 - COVID Trajectories Analysis
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Aug 6, 2023 - Python
Predict 30-day emergency department readmission using EMR + SDoH data and CHW intervention insights. Includes clustering for patient profiling.
data-science machine-learning random-forest healthcare logistic-regression clustering-algorithm kmeans-clustering community-health kmodes readmission-prediction social-determinants-of-health emr-data
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Feb 5, 2025 - Jupyter Notebook
Uncovering chronic disease interactions using clustering and network analysis on 94,000 EHRs to reveal Syndemic patterns driven by social determinants of health.
data-science machine-learning clustering healthcare public-health ehr network-analysis disease-prediction social-determinants-of-health syndemics
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Feb 3, 2025 - Jupyter Notebook
Solution for PREPARE DrivenData Challenge
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Apr 1, 2025 - Jupyter Notebook
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