HexagonalWarriorMamba applies a hierarchical Mamba architecture with 2D selective scanning to 12-lead ECGs treated as single-channel images, outperforming prior methods on threshold-dependent metrics for the 26-label PhysioNet 2021 multi-label task.
F.et al.Automated heart disease detection using swin transformer and ecg signal processing: a high-accuracy approach.Sci
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
HexagonalWarriorMamba: Superior Threshold-Dependent Multi-label Classification of 12-Lead ECG Cardiac Abnormalities
HexagonalWarriorMamba applies a hierarchical Mamba architecture with 2D selective scanning to 12-lead ECGs treated as single-channel images, outperforming prior methods on threshold-dependent metrics for the 26-label PhysioNet 2021 multi-label task.