Masked Transformer for Electrocardiogram Classification

no code implementations • 31 Aug 2023 • Ya Zhou, Xiaolin Diao, Yanni Huo, Yang Liu, Xiaohan Fan, Wei Zhao

The experiments demonstrate that the proposed method increases the macro F1 scores by 3. 4%-27. 5% on the Fuwai dataset, 9. 9%-32. 0% on the PTB-XL dataset, and 9. 4%-39. 1% on a multicenter dataset, compared to the alternative methods.

Classification ECG Classification +2

CP Degeneracy in Tensor Regression

no code implementations • 22 Oct 2020 • Ya Zhou, Raymond K. W. Wong, Kejun He

In this article, we provide useful results of CP degeneracy in tensor regression problems.

regression

Prior-enlightened and Motion-robust Video Deblurring

no code implementations • 25 Mar 2020 • Ya Zhou, Jianfeng Xu, Kazuyuki Tasaka, Zhibo Chen, Weiping Li

Various blur distortions in video will cause negative impact on both human viewing and video-based applications, which makes motion-robust deblurring methods urgently needed.

Deblurring