A Transformer combining vision and sequence encoders with a Cox survival head for dynamic survival prediction from longitudinal MRI, evaluated on Alzheimer's disease data.
Quantifying and Comparing Dynamic Predictive Accuracy of Joint Models for Longitudinal Marker and Time-to-event in Presence of Censoring and Competing Risks
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Dynamic Survival Prediction using Longitudinal Images based on Transformer
A Transformer combining vision and sequence encoders with a Cox survival head for dynamic survival prediction from longitudinal MRI, evaluated on Alzheimer's disease data.