Label-Aware Federated Learning Improves ECG Classification in Heterogeneous Hospital Settings
Tizian C. Dege, C. H. Antink
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Preprint
Aug 2026
DNN-Based Frequency-Dependent Estimation of Speech, Music, and Noise Power in Acoustic Mixtures for Hearing-Aid Scene Analysis
Acoustic scene analysis is essential for adapting hearing-aid signal processing algorithms to the current listening environment. However, state-of-the-art (SOTA) systems typically rely on multiple independent estimators for tasks such as scene classification, Voice Activity Detection (VAD), or Signal-to-Noise Ratio est...
Mats Lang, Thomas Haubner, Nina Kiessling et al.
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Multimodal Contrastive Learning with ECG and Echocardiography for Ejection Fraction Estimation
Jad Haidamous, Laura Valeria Perez-Herrera, Miriam Guti'errez et al.
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