Essays

1. Enhancing neural signal quality: a spike-denoising model with BiLSTM and attention mechanism. --Xinyu Xu, Nian Chen, Yuhao Deng, Tianhua Shen, Nannan Wei, Shicang Yu and Limin Zhang
2. Age-informed, attention-based weakly supervised learning for neuropathological image assessment. --Shuying Li, Maxwell Malamut, Ann McKee, Jonathan D. Cherry and Lei Tian
3. Regulation of tau protein by circCwc27: shared pathogenic mechanisms in type 2 diabetes mellitus and Alzheimer’s disease. --Keying Fang, Bin Jiao, Lu Shen and Shilin Luo
4. A gender-aware saliency prediction system for web interfaces using deep learning and eye-tracking data. --Pablo Villanueva González, Cristobal Subiabre Cuevas, Lino Jeldez, Benjamin Torrealba Troncoso, María Flavia Guiñazú and Juan D. Velásquez
5. Post-stroke brain functional reorganization is associated with glymphatic dysfunction during stroke recovery. --Yueyan Bian, Jiajia Zhang, Yifei Zhang, Hongxia Zhang, Xuejia Jia, Hongkai Wang, Xiuqin Jia and Qi Yang
6. A hybrid neuromarketing approach exploiting EEG graph signal processing and gaze dynamic patterning. --Fotis P. Kalaganis, Kostas Georgiadis, Vangelis P. Oikonomou, Nikos A. Laskaris, Spiros Nikolopoulos and Ioannis Kompatsiaris
7. Revolutionizing cross professional collaboration outcomes in TBI: emerging trends in diagnostics, personalized medicine, technological innovations and neurorehabilitation. --Mubin Mustafa Kiyani, Shahid Bashir, Benish Shahzadi, Hamid Khan, Maisra Azhar Butt, Syed Ali Hussain and Turki Abualait
8. Enhancing neural rehabilitation insights: on the path of bridging artificial and biological neural networks. --Abdullatif Baba
9. Motor imagery decoding network with multisubject dynamic transfer. --Zhi Li, Mingai Li and Yufei Yang
10. An automated extraction of spectral-temporal and spatial-temporal features of EEG for emotion detection. --Monira Islam, Tan Lee
11. A single-snapshot inverse solver for two-species graph model of tau pathology spreading in human Alzheimer’s disease. --Zheyu Wen, Ali Ghafouri and George Biros
12. Domain Adaptation-enhanced searchlight: enabling classification of brain states from visual perception to mental imagery. --Alexander Olza, David Soto and Roberto Santana
13. Enhancing cerebral infarct classification by automatically extracting relevant fMRI features. --Vitaly I. Dobromyslin, Wenjin Zhou
14. Detecting label noise in longitudinal Alzheimer’s data with explainable artificial intelligence. --Paolo Sorino, Angela Lombardi, Domenico Lofù, Tommaso Colafiglio, Antonio Ferrara, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia
15. AI-driven multi-agent reinforcement learning framework for real-time monitoring of physiological signals in stress and depression contexts. --Thanveer Shaik, Xiaohui Tao, Lin Li, Haoran Xie, Hong-Ning Dai, Feng Zhao and Jianming Yong