Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management

no code implementations • 15 Apr 2021 • Aloysius Lim, Ashish Singh, Jody Chiam, Carly Eckert, Vikas Kumar, Muhammad Aurangzeb Ahmad, Ankur Teredesai

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 management has not been addressed in the literature.

BIG-bench Machine Learning Diabetes Prediction +2

The Challenge of Imputation in Explainable Artificial Intelligence Models

no code implementations • 29 Jul 2019 • Muhammad Aurangzeb Ahmad, Carly Eckert, Ankur Teredesai

In this paper, we explore different settings where AI models with imputation can be problematic and describe ways to address such scenarios.

Explainable Models Imputation