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Tuesday, October 6
 

04:00 UTC

S105 - Towards Inclusive Medical AI: Mitigating Data Bias and Fostering Equity
Tuesday October 6, 2026 04:00 - 05:00 UTC
As artificial intelligence becomes deeply integrated into healthcare, addressing inherent biases and ensuring equitable outcomes is paramount. This session explores multidisciplinary strategies for developing inclusive and fair medical AI systems. The panel brings together four experts to discuss critical challenges and actionable solutions. Dr. Heajin Kim (Chair) will highlight the importance of reflecting sex and gender characteristics in medical AI to foster equity. Researcher Jeongyeon Kim will provide a critical analysis of data bias issues within Korea's AI Hub. Dr. Yuseong Chu will review current research trends and methodologies for achieving algorithmic fairness in healthcare. Finally, Dr. Wonjung Park will introduce innovative approaches utilizing synthetic data generation to address dataset imbalances. Together, this session offers a comprehensive roadmap towards trustworthy and inclusive medical AI.
Speakers
avatar for Jeongyeon Kim

Jeongyeon Kim

Researcher
Jeongyeon Kim is a Researcher at the Center for Gendered Innovations in Science and Technology Research (GISTeR). She earned her bachelor’s degree with a double major in Statistics and Information Technology. Her current work focuses on analyzing bias and representativeness in healthcare... Read More →
avatar for Yusung Chu

Yusung Chu

Yonsei University, Postdoctoral Researcher
Dr. Yusung Chu received his B.S. and Ph.D. degrees in Biomedical Engineering from Yonsei University. He is currently a Postdoctoral Researcher in the Department of Precision Medicine at Yonsei University Wonju College of Medicine. His research focuses on medical artificial intelligence... Read More →
avatar for Wonjung Park

Wonjung Park

KAIST
Dr. Wonjung Park is a Postdoctoral Researcher in the Computer Graphics and Visualization Lab at KAIST. She received her Ph.D. in Computer Science from KAIST in 2026. Her research specializes in NeuroImaging and Generative AI, with a particular focus on the biological trustworthiness... Read More →
Chairs/Hosts Organizers
Tuesday October 6, 2026 04:00 - 05:00 UTC
Zoom Room #1
 
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