Back to the program

Invited Session

Addressing EHR Biases and Challenges to Inform Robust and Equitable Health Policy

Fri, Jan 15, 8:30 AM - 10:15 AM

Staci HeplerOrganizerStaci HeplerChair

3 Abstracts

Attenuated or flipped health disparities: Ramifications of measurement error on concentration indices

Sarah Lotspeich (Wake Forest University)

Co-authors: Cassandra Hung (Johns Hopkins University)

electronic health records food environment Gini Index health disparities Lorenz curve maximum likelihood estimator social determinants of health

Robustness and Fairness in Medical Machine Learning: Optimization Strategies for Reliable and Equitable Chest X-ray AI

Lu Tang (University of Pittsburgh)

Co-authors: Junlin Liu (University of Pittsburgh)

Fairness Robustness Chest X-ray MIMIC-CXR

Using Model-Assisted Calibration Approach to Improve Statistical Analysis Using Data from National Health Surveys under Two-Phase Designs and Data Integration

Lingxiao Wang (University of Virginia)

Co-authors: Yanhao Lu (University of Virginia)

Two-phase design data integration health survey population inference calibration

↑