Delta2Gamma: Band-Wise Adaptive Contrastive Learning of EEG for Alzheimer's Disease Detection
Delta2Gamma:面向阿尔茨海默病检测的脑电信号频带自适应对比学习
机构 * Korea University(高丽大学)
专题命中 诊断辅助 :diagnosis(abstract);分类 cs.LG;biomedical(comments)
AI总结 Delta2Gamma是一种自监督EEG表征学习框架,通过分解EEG为5个神经节律并自适应平衡各频带,在ADFTD队列上以92.4%的准确率实现阿尔茨海默病检测,性能优于相关方法。
Comments Accepted to 2026 IEEE Biomedical Circuits and Systems Conference (BioCAS)