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A Longitudinal Attribute-Conditioned Neural Network for Modeling Health-State Transition Probabilities in Temporally Irregular Data: The LANTERN Framework

arXiv cs.LG · 6d ago Cached

This paper introduces LANTERN, a neural network framework for estimating health-state transition probabilities from irregular longitudinal data, with applications to long-term care insurance. It outperforms traditional methods in discrimination and calibration for severe disability and mortality prediction.

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