- Nalinda D. Liyanagedera, Corinne A. Bareham, Heather Kempton, Hans W. Guesgen. Novel machine learning-driven comparative analysis of CSP, STFT, and CSP-STFT fusion for EEG data classification across multiple meditation and non-meditation sessions in BCI pipeline. Brain Informatics, 12(1):4, December 2025.
- Thanveer Shaik, Xiaohui Tao 0001, Lin Li 0001, Haoran Xie 0001, Hong-Ning Dai, Feng Zhao 0003, Jianming Yong. AI-driven multi-agent reinforcement learning framework for real-time monitoring of physiological signals in stress and depression contexts. Brain Informatics, 12(1):14, December 2025.
- Shuying Li, Maxwell Malamut, Ann McKee, Jonathan D. Cherry, Lei Tian. Age-informed, attention-based weakly supervised learning for neuropathological image assessment. Brain Informatics, 12(1):27, December 2025.
- Mubin Mustafa Kiyani, Shahid Bashir, Benish Shahzadi, Hamid Khan, Maisra Azhar Butt, Syed Ali Hussain, Turki Abualait. Revolutionizing cross professional collaboration outcomes in TBI: emerging trends in diagnostics, personalized medicine, technological innovations and neurorehabilitation. Brain Informatics, 12(1):22, December 2025.
- René Lehmann, Bodo Vogt. Breakdown of the compositional data approach in psychometric Likert scale big data analysis: about the loss of statistical power of two-sample t-tests applied to heavy-tailed big data. Brain Informatics, 12(1):9, December 2025.
- Md. Nurul Ahad Tawhid, Siuly Siuly, Md. Enamul Kabir, Yan Li 0002. Advancing Alzheimer's disease detection: a novel convolutional neural network based framework leveraging EEG data and segment length analysis. Brain Informatics, 12(1):13, December 2025.
- Keying Fang, Bin Jiao, Lu Shen, Shilin Luo. Regulation of tau protein by circCwc27: shared pathogenic mechanisms in type 2 diabetes mellitus and Alzheimer's disease. Brain Informatics, 12(1):26, December 2025.
- Yueyan Bian, Jiajia Zhang, Yifei Zhang, Hongxia Zhang, Xuejia Jia, Hongkai Wang, Xiuqin Jia, Qi Yang. Post-stroke brain functional reorganization is associated with glymphatic dysfunction during stroke recovery. Brain Informatics, 12(1):24, December 2025.
- Abdullatif Baba. Enhancing neural rehabilitation insights: on the path of bridging artificial and biological neural networks. Brain Informatics, 12(1):21, December 2025.
- Xiaojia Wang, Dayang Wu, Chunfeng Yang. Localization of epileptic foci from intracranial EEG using the GRU-GC algorithm. Brain Informatics, 12(1):6, December 2025.