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A spectral audit framework reveals task-dependent aperiodic reliance across EEG and ECG deep learning
Arxiv
0+阅读 · 6月15日
Privacy-Preserving Federated Autoencoder for ECG Anomaly Detection on Edge Devices
Arxiv
0+阅读 · 6月10日
ELF: A Family of Encoder-Free ECG-Language Models
Arxiv
0+阅读 · 5月30日
CogAdapt: Transferring Clinical ECG Foundation Models to Wearable Cognitive Load Assessment via Lead Adaptation
Arxiv
0+阅读 · 5月25日
CogAdapt: Transferring Clinical ECG Foundation Models to Wearable Cognitive Load Assessment via Lead Adaptation
Arxiv
0+阅读 · 5月21日
SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification
Arxiv
0+阅读 · 4月18日
Masked Training for Robust Arrhythmia Detection from Digitalized Multiple Layout ECG Images
Arxiv
0+阅读 · 3月27日
Signals of Success and Struggle: Early Prediction and Physiological Signatures of Human Performance across Task Complexity
Arxiv
0+阅读 · 3月19日
Detecting low left ventricular ejection fraction from ECG using an interpretable and scalable predictor-driven framework
Arxiv
0+阅读 · 4月5日
Semantic Compensation via Adversarial Removal for Robust Zero-Shot ECG Diagnosis
Arxiv
0+阅读 · 4月2日
One Dimensional CNN ECG Mamba for Multilabel Abnormality Classification in 12 Lead ECG
Arxiv
0+阅读 · 3月26日
The Energy Cost of Execution-Idle in GPU Clusters
Arxiv
0+阅读 · 4月6日
SignalMC-MED: A Multimodal Benchmark for Evaluating Biosignal Foundation Models on Single-Lead ECG and PPG
Arxiv
0+阅读 · 3月10日
Detecting Structural Heart Disease from Electrocardiograms via a Generalized Additive Model of Interpretable Foundation-Model Predictors
Arxiv
0+阅读 · 3月3日
CG-DMER: Hybrid Contrastive-Generative Framework for Disentangled Multimodal ECG Representation Learning
Arxiv
0+阅读 · 2月24日
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