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3 papers
Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management
Aloysius Lim, Ashish Singh, Jody Chiam +4
Prediction of diabetes and its various complications has been studied in a number of settings, but a comprehensive overview of problem setting for diabetes prediction and care mana…
Emergency Department Optimization and Load Prediction in Hospitals
Karthik K. Padthe, Vikas Kumar, Carly M. Eckert +4
Over the past several years, across the globe, there has been an increase in people seeking care in emergency departments (EDs). ED resources, including nurse staffing, are straine…
The Challenge of Imputation in Explainable Artificial Intelligence Models
Muhammad Aurangzeb Ahmad, Carly Eckert, Ankur Teredesai
Explainable models in Artificial Intelligence are often employed to ensure transparency and accountability of AI systems. The fidelity of the explanations are dependent upon the al…