1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 1 cited
Honest and Reliable Evaluation and Expert Equivalence Testing of Automated Neonatal Seizure Detection
Jovana Kljajic, John M. O'Toole, Robert Hogan +1
Reliable evaluation of machine learning models for neonatal seizure detection is critical for clinical adoption. Current practices often rely on inconsistent and biased metrics, hi…
cs.LG2024★ 1 cited
Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG
Robert Hogan, Sean R. Mathieson, Aurel Luca +4
Background: Neonatal seizures are a neurological emergency that require urgent treatment. They are hard to diagnose clinically and can go undetected if EEG monitoring is unavailabl…