Lakshmiprasannakumar Vemavarapu

Maria-X: A Multimodal Transformer Aware of Missing Data for Reliable Diagnosis and Prognosis of Alzheimer’s Disease

An imputation approach originally validated under MCAR is extended to instead operate under the more realistic Missing At Random (MAR) mechanism, which proves robust under MAR conditions, with particularly strong performance in cases where missingness is driven by observed variables a property that points toward practi...