AI RESEARCH
MedMamba: Recasting Mamba for Medical Time Series Classification
arXiv CS.LG
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ArXi:2605.05214v1 Announce Type: cross Medical time series, such as electrocardiograms (ECG) and electroencephalograms (EEG), exhibit complex temporal dynamics and structured cross-channel dependencies, posing fundamental challenges for automated analysis. Conventional convolutional and recurrent models struggle to capture long-range dependencies, while Transformer-based approaches incur quadratic complexity and often