4 citations · 5 across the 4 of their papers we have counts for
4 papers
A Practical Upper Bound on Selection Bias Effects in Medical Prediction Models
Kara Liu, Maggie Wang, Russ B. Altman
Selection bias is a common and often unavoidable aspect of real-world data that challenges the generalizability of machine learning models. When models trained on biased data are d…
Justice in Healthcare Artificial Intelligence in Africa
Aloysius Ochasi, Abdoul Jalil Djiberou Mahamadou, Russ B. Altman
There is an ongoing debate on balancing the benefits and risks of artificial intelligence (AI) as AI is becoming critical to improving healthcare delivery and patient outcomes. Suc…
Data Ethics in the Era of Healthcare Artificial Intelligence in Africa: An Ubuntu Philosophy Perspective
Abdoul Jalil Djiberou Mahamadou, Aloysius Ochasi, Russ B. Altman
Data are essential in developing healthcare artificial intelligence (AI) systems. However, patient data collection, access, and use raise ethical concerns, including informed conse…
Individual Fairness Through Reweighting and Tuning
Abdoul Jalil Djiberou Mahamadou, Lea Goetz, Russ Altman
Inherent bias within society can be amplified and perpetuated by artificial intelligence (AI) systems. To address this issue, a wide range of solutions have been proposed to identi…