Introduction: The availability of large-scale biobanks linking genetic data, rich phenotypes, and biological measures is a powerful opportunity for scientific discovery. However, real-world ...

In genetic studies, the transmission/disequilibrium test (TDT) using case–parent triads has gained popularity attributable to its robustness to population admixture ...

1 Hearing Research Program, Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, Charleston, SC, United States 2 Department of Public Health Sciences, Medical ...

Abstract: Today, data-driven models and artificial intelligence/machine learning underlie decision making in almost all aspects of society. However, significant concerns have been raised over the ...

Missingness, or the absence of features from an input, is a concept fundamental to many model debugging tools. However, in computer vision, pixels cannot simply be removed from an image. One thus ...

Handling missing values at test time is challenging for machine learning models, especially when aiming for both high accuracy and interpretability. Existing approaches often introduce bias through ...

Amanda Doggett, School of Public Health Sciences, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1; Tel: 519-888-4567; Email: adoggett@uwaterloo.ca In addition, unlike ...