220 citations · 501 across the 12 of their papers we have counts for
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cs.LG2024
Exploring Bias and Prediction Metrics to Characterise the Fairness of Machine Learning for Equity-Centered Public Health Decision-Making: A Narrative Review
Shaina Raza, Arash Shaban-Nejad, Elham Dolatabadi +1
Background: The rapid advancement of Machine Learning (ML) represents novel opportunities to enhance public health research, surveillance, and decision-making. However, there is a…
cs.LG2021★ 98 cited
Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation
Khalid Alghatani, Nariman Ammar, Abdelmounaam Rezgui +1
Patient monitoring is vital in all stages of care. We here report the development and validation of ICU length of stay and mortality prediction models. The models will be used in a…