clinical decision support 1electronic health records 1hospital resource management 1patient discharge prediction 1predictive modeling 1
From the 1 of 9 linked papers with an AI index.
335 citations · 400 across the 5 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022★ 10 cited
Improving the Fairness of Chest X-ray Classifiers
Haoran Zhang, Natalie Dullerud, Karsten Roth +3
Deep learning models have reached or surpassed human-level performance in the field of medical imaging, especially in disease diagnosis using chest x-rays. However, prior work has…
stat.ML2022
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare
Stephen R. Pfohl, Yizhe Xu, Agata Foryciarz +3
A growing body of work uses the paradigm of algorithmic fairness to frame the development of techniques to anticipate and proactively mitigate the introduction or exacerbation of h…