2 papers
cs.LG2024
GAIS: A Novel Approach to Instance Selection with Graph Attention Networks
Zahiriddin Rustamov, Ayham Zaitouny, Rafat Damseh +1
Instance selection (IS) is a crucial technique in machine learning that aims to reduce dataset size while maintaining model performance. This paper introduces a novel method called…
q-bio.QM2019
Laplacian Flow Dynamics on Geometric Graphs for Anatomical Modeling of Cerebrovascular Networks
Rafat Damseh, Patrick Delafontaine-Martel, Philippe Pouliot +2
Generating computational anatomical models of cerebrovascular networks is vital for improving clinical practice and understanding brain oxygen transport. This is achieved by extrac…