3 papers
cs.LG2026
Multi-Window Temporal Analysis for Enhanced Arrhythmia Classification: Leveraging Long-Range Dependencies in Electrocardiogram Signals
Tiezhi Wang, Wilhelm Haverkamp, Nils Strodthoff
Objective. Arrhythmia classification from electrocardiograms (ECGs) suffers from high false positive rates and limited cross-dataset generalization, particularly for atrial fibrill…
cs.PL2025
Spineless Traversal for Layout Invalidation
Marisa Kirisame, Tiezhi Wang, Pavel Panchekha
Latency is a major concern for web rendering engines like those in Chrome, Safari, and Firefox. These engines reduce latency by using an incremental layout algorithm to redraw the…
cs.LG2025
S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models
Tiezhi Wang, Nils Strodthoff
Scoring sleep stages in polysomnography recordings is a time-consuming task plagued by significant inter-rater variability. Therefore, it stands to benefit from the application of…