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cs.LG2021
Geometric Deep Learning on Anatomical Meshes for the Prediction of Alzheimer's Disease
Ignacio Sarasua, Jonwong Lee, Christian Wachinger
Geometric deep learning can find representations that are optimal for a given task and therefore improve the performance over pre-defined representations. While current work has ma…
cs.LG2019
A Wide and Deep Neural Network for Survival Analysis from Anatomical Shape and Tabular Clinical Data
Sebastian Pölsterl, Ignacio Sarasua, Benjamín Gutiérrez-Becker +1
We introduce a wide and deep neural network for prediction of progression from patients with mild cognitive impairment to Alzheimer's disease. Information from anatomical shape and…