End-to-end Stroke imaging analysis, using reservoir computing-based effective connectivity, and interpretable Artificial intelligence.

W Ciezobka, J Falco-Roget, C Koba, A Crimi - medRxiv, 2024 - medrxiv.org
In this paper, we propose a reservoir computing-based and directed graph analysis pipeline.
The goal of this pipeline is to define an efficient brain representation for connectivity in stroke …

Molecular Topological Profile (MOLTOP)--Simple and Strong Baseline for Molecular Graph Classification

J Adamczyk, W Czech - arXiv preprint arXiv:2407.12136, 2024 - arxiv.org
We revisit the effectiveness of topological descriptors for molecular graph classification and
design a simple, yet strong baseline. We demonstrate that a simple approach to feature …