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cs.LG2026
A Longitudinal Attribute-Conditioned Neural Network for Modeling Health-State Transition Probabilities in Temporally Irregular Data: The LANTERN Framework
Bright Kwaku Manu, Beckett Sterner, Petar Jevtic
Accurate estimation of long-term care transition probabilities is central to disability insurance pricing, reserving, and solvency assessment. Classical actuarial multi-state model…
cs.LG2025
Forecasting Coccidioidomycosis (Valley Fever) in Arizona: A Graph Neural Network Approach
Ali Sarabi, Arash Sarabi, Hao Yan +2
Coccidioidomycosis, commonly known as Valley Fever, remains a significant public health concern in endemic regions of the southwestern United States. This study develops the first…