2 papers
econ.GN2025
Balanced Area Deprivation Index (bADI): Enhancing social determinants of health indices to strengthen their association with healthcare clinical outcomes, utilization and costs
Mohammad Amin Morid, Robert E Tillman, Eran Halperin
Background: As value-based care expands across the U.S. healthcare system, reducing health disparities has become a priority. Social determinants of health (SDoH) indices, like the…
cs.LG2025
Healthcare cost prediction for heterogeneous patient profiles using deep learning models with administrative claims data
Mohammad Amin Morid, Olivia R. Liu Sheng
Problem: How can we design patient cost prediction models that effectively address the challenges of heterogeneity in administrative claims (AC) data to ensure accurate, fair, and…