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Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 11, 2021
Transformer-based CNNs: Mining Temporal Context Information for Multi-sound COVID-19 DiagnosisYi Chang, Zhao Ren, Bjorn W SchullerAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|September 10, 2022
CNN-Based Heart Sound Classification with an Imbalance-Compensating Weighted Loss FunctionZishen Li, Yi Chang, Bjorn W SchullerAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 3, 2025
Fine-Tuning a Pretrained CNN Combined with Self-Attention for Speech Emotion RecognitionRoneel V Sharan, Zhao Ren, Bjorn W SchullerAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 11, 2021
Deformable Dilated Faster R-CNN for Universal Lesion Detection in CT ImagesFabio Hellmann, Zhao Ren, Elisabeth Andre, et al.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 11, 2021
COVID-19 Biomarkers in Speech: On Source and Filter ComponentsGauri Deshpande, Bjorn W SchullerIEEE Journal of Biomedical and Health Informatics|July 16, 2024
Fed-MStacking: Heterogeneous Federated Learning With Stacking Misaligned Labels for Abnormal Heart Sound DetectionWanyong Qiu, Yifan Feng, Yuying Li, et al.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|September 10, 2022
A Federated Learning Paradigm for Heart Sound ClassificationWanyong Qiu, Kun Qian, Zhihua Wang, et al.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|September 10, 2022
CoughLIME: Sonified Explanations for the Predictions of COVID-19 Cough ClassifiersAnne Wullenweber, Alican Akman, Bjorn W SchullerAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 11, 2021
COVID-19 Detection with a Novel Multi-Type Deep Fusion Method using Breathing and Coughing InformationShuo Liu, Adria Mallol-Ragolta, Bjorn W SchullerAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|March 5, 2025
Emotion Recognition from Speech Signals by Mel-Spectrogram and a CNN-RNNRoneel V Sharan, Cecilia Mascolo, Bjorn W SchullerPageof 223