Search Results - "siamese autoencoder"

Generalizable Sample-Efficient Siamese Autoencoder for Tinnitus Diagnosis in Listeners With Subjective Tinnitus by Liu, Zhe, Yao, Lina, Wang, Xianzhi, Monaghan, Jessica J. M., Schaette, Roland, He, Zihuai, McAlpine, David

“… Most existing research relies on experts' cognitive prediction, and studies based on machine learning and deep learning are either data-hungry or not well generalizable to new subjects…”
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Mitigating the Concurrent Interference of Electrode Shift and Loosening in Myoelectric Pattern Recognition Using Siamese Autoencoder Network by Gao, Ge, Zhang, Xu, Chen, Xiang, Chen, Zhang

“…The objective of this work is to develop a novel myoelectric pattern recognition (MPR) method to mitigate the concurrent interference of electrode shift and…”
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GAN-based synthetic FDG PET images from T1 brain MRI can serve to improve performance of deep unsupervised anomaly detection models by Zotova, Daria, Pinon, Nicolas, Trombetta, Robin, Bouet, Romain, Jung, Julien, Lartizien, Carole

“…Research in the cross-modal medical image translation domain has been very productive over the past few years in tackling the scarce availability of large…”
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