Cui Lab
Artificial Intelligence for Equitable Precision Medicine
Artificial Intelligence for Equitable Precision Medicine
Biomedical data disadvantage is a health risk factor for most of the world’s population.
AI greatly empowers precision medicine but simultaneously opens up a major pathway for this risk factor to exert its effects.
AI-powered precision medicine is set to be less precise for the data-disadvantaged populations, producing new health disparities.
The new health disparities can impact any disease where data inequality exists; their negative impacts would be broad.
Transfer learning can reduce the negative impacts of data inequality, thereby mitigating the health disparities arising from data inequality.