Computational model predicts telomere length from routine biopsy slide images

A new computational tool infers changes occurring at the ends of the chromosomes housing our DNA. It does so by detecting structural alterations in cells and tissues captured in images taken of ...
Frontiers

From Omics to Outcomes: Translational Bioinformatics Powered by Foundation Models

Translational bioinformatics lies at the intersection of computational biology, multi-omics, and clinical data science, offering a powerful toolkit for ...
IEEE

A Hybrid Graph Neural Network and Neural ODE Model to Intrusion Detection in Dynamic Network Topologies

Abstract: The adaptive nature of evolving cyber-threats, particularly in Internet of Things (IoT) and Software-Defined Networking (SDN) environments, necessitates intrusion detection systems (IDS) ...
Oak Ridge National Lab

Justin W Jacobs

Justin Jacobs leads the Spatial Statistics Group within the Geospatial Science and Human Security Division at Oak Ridge National Laboratory. He is a statistician and geometer whose research spans ...
IEEE

ODE-CNN: A Fault Diagnosis Model for Complex Data of Rolling Bearings

Abstract: To address the limitations of traditional convolutional neural networks (CNNs) in managing complex rolling bearing data, this paper proposes an Ordinary Differential Equation-Convolutional ...