Original paper
Multilevel Survival Modeling with Structured Penalties for Disease Prediction from Imaging Genetics data.
Abstract
This paper introduces a framework for disease prediction from multimodal genetic and imaging data. We propose a multilevel survival model which allows predicting the time of occurrence of a future disease state in patients initially exhibiting mild symptoms. This new multilevel setting allows modeling the interactions between genetic and imaging variables. This is in contrast with classical additive models which treat all modalities in the same...
Paper Details
Title
Multilevel Survival Modeling with Structured Penalties for Disease Prediction from Imaging Genetics data.
Published Date
Jul 30, 2021
Pages
1 - 1
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History