N/A · DOI 10.1109/TMI.2026.3696676
Yang An, Yuhao Tong, Weikai Wang, Steven W. Su
Abstract / 摘要
EnglishDeveloping a reliable EEG-based Brain Computer Interface (BCI) system typically requires large and diverse training datasets, but collecting sufficient data remains challenging due to subject fatigue and interindividual variability. To address these limitations, this study proposes a reinforcement learning-enhanced EEG diffusion (RLED) framework for adaptive data augmentation in endogenous EEG tas...
Author Info / 作者信息
Yang An
Affiliation not provided by IEEE Xplore
机构中文翻译待生成或 IEEE 未提供机构
Yuhao Tong
Affiliation not provided by IEEE Xplore
机构中文翻译待生成或 IEEE 未提供机构
Weikai Wang
Affiliation not provided by IEEE Xplore
机构中文翻译待生成或 IEEE 未提供机构
Steven W. Su
Affiliation not provided by IEEE Xplore
机构中文翻译待生成或 IEEE 未提供机构
Translation pending
Article 11535166
N/A · DOI 10.1109/TMI.2026.3697520
Yimu Sun, Guilian Chen, Jingxing Guo, Huisi Wu
Abstract / 摘要
EnglishAutomatic echocardiography video segmentation is crucial for accurate diagnosis of cardiovascular diseases, as high-quality segmentation significantly improves automated lesion detection. However, deep learning methods still face challenges including speckle noise, dynamic ventricular changes, limited annotations, and the requirement for real-time inference in clinical practice. In this paper, we ...
Author Info / 作者信息
Yimu Sun
Affiliation not provided by IEEE Xplore
机构中文翻译待生成或 IEEE 未提供机构
Guilian Chen
Affiliation not provided by IEEE Xplore
机构中文翻译待生成或 IEEE 未提供机构
Jingxing Guo
Affiliation not provided by IEEE Xplore
机构中文翻译待生成或 IEEE 未提供机构
Huisi Wu
Affiliation not provided by IEEE Xplore
机构中文翻译待生成或 IEEE 未提供机构
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Article 11535846