output
20072026
most citedFederated learning: Applications, challenges and future directions

106 citations

21 papers

cs.LG2026

Graph-Based Approaches to Learning Epileptogenic Zone Localization Using Stereo-EEG Recordings

Daniel Wendelken, Brian Ervin, Ravindra Arya +1

The epileptogenic zone (EZ) is the brain region that generates seizures in an individual, and is the target of epilepsy surgery. Localizing the EZ from stereo-EEG (sEEG) recordings…

q-bio.NC2026

Computer Vision Based Neurology Brain Activity Rejection Architecture and Implementation

Zag ElSayed, Nathan Suer, Grace Westerkamp +4

The electroencephalogram (EEG) is a valuable and widely applied tool for investigating brain disorders and behavioral changes. It offers a minimally restrictive and non-invasive me…

stat.ME2025★ 1 cited

A Bayesian location-scale joint model for time-to-event and multivariate longitudinal data with association based on within-individual variability

Marco Palma, Ruth H Keogh, Siobhán B Carr +5

Within-individual variability of health indicators measured over time is becoming commonly used to inform about disease progression. Simple summary statistics (e.g. the standard de…

cs.CY2024★ 10 cited

Environment Scan of Generative AI Infrastructure for Clinical and Translational Science

Betina Idnay, Zihan Xu, William G. Adams +54

This study reports a comprehensive environmental scan of the generative AI (GenAI) infrastructure in the national network for clinical and translational science across 36 instituti…

eess.IV2024★ 14 cited

BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023

Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu +77

Pediatric central nervous system tumors are the leading cause of cancer-related deaths in children. The five-year survival rate for high-grade glioma in children is less than 20%.…

stat.ME2024★ 1 cited

A joint model for (un)bounded longitudinal markers, competing risks, and recurrent events using patient registry data

Pedro Miranda Afonso, Dimitris Rizopoulos, Anushka K. Palipana +5

Joint models for longitudinal and survival data have become a popular framework for studying the association between repeatedly measured biomarkers and clinical events. Nevertheles…