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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
Improving segmentation of retinal arteries and veins using cardiac signal in doppler holograms
Arxiv
0+阅读 · 2月19日
Position: Evaluation of ECG Representations Must Be Fixed
Arxiv
0+阅读 · 2月19日
Low-Cost IoT-Enabled Tele-ECG Monitoring for Resource-Constrained Settings: System Design and Prototype
Arxiv
0+阅读 · 2月19日
CAMEL: An ECG Language Model for Forecasting Cardiac Events
Arxiv
0+阅读 · 2月17日
LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification
Arxiv
0+阅读 · 2月16日
PTB-XL-Image-17K: A Large-Scale Synthetic ECG Image Dataset with Comprehensive Ground Truth for Deep Learning-Based Digitization
Arxiv
0+阅读 · 2月7日
ECG-IMN: Interpretable Mesomorphic Neural Networks for 12-Lead Electrocardiogram Interpretation
Arxiv
0+阅读 · 2月10日
Fine-tuning an ECG Foundation Model to Predict Coronary CT Angiography Outcomes
Arxiv
0+阅读 · 2月8日
Verification and Identification in ECG biometric on large-scale
Arxiv
0+阅读 · 2月4日
ECG-R1: Protocol-Guided and Modality-Agnostic MLLM for Reliable ECG Interpretation
Arxiv
0+阅读 · 2月4日
PPGFlowECG: Latent Rectified Flow with Cross-Modal Encoding for PPG-Guided ECG Generation and Cardiovascular Disease Detection
Arxiv
0+阅读 · 1月21日
Looking Beyond Accuracy: A Holistic Benchmark of ECG Foundation Models
Arxiv
0+阅读 · 1月29日
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