← Search

Nicholas Glaze

2 accepted papers

2023

Graph Representation Learning For Stroke Recurrence Prediction

ICASSP 2023accepted

Stroke is one of the leading causes of death worldwide, and its mortality rate is drastically higher for patients who suffer recurrent strokes. Motivated by the recent success of graph learning methods on medical tasks, we introduce a graph representation framework for stroke recurrence prediction (…

Cited by 0SourceScholar
2021

Principled Simplicial Neural Networks for Trajectory Prediction

ICML 2021oral

We consider the construction of neural network architectures for data on simplicial complexes. In studying maps on the chain complex of a simplicial complex, we define three desirable properties of a simplicial neural network architecture: namely, permutation equivariance, orientation equivariance,…