activity
20232026
most citedMulti-Window Temporal Analysis for Enhanced Arrhythmia Classification: Leveraging Long-Range Dependencies in Electrocardiogram Signals

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing eess.SPShow all

2 papers · 1 filter

eess.SP2026

Foundation models for movement data: Are they ready for prime-time?

Alexander Bräuer, Benjamin Cauchi, Nils Strodthoff

Foundation models (FMs) trained on large-scale accelerometer data have been proposed as general-purpose feature extractors for health monitoring, but systematic evidence of their a…

eess.SP2024

Assessing the importance of long-range correlations for deep-learning-based sleep staging

Tiezhi Wang, Nils Strodthoff

This study aims to elucidate the significance of long-range correlations for deep-learning-based sleep staging. It is centered around S4Sleep(TS), a recently proposed model for aut…