Brain Informatics, Vol. 13, 2026
Essays
1. Synergistic and redundant information dynamics exhibit dissociable alterations across schizophrenia and neurodevelopmental conditions. --Hinata Nago, Hiroki Kojima, Yuichi Yamashita
2. A feasibility study on inferring connectivity changes in frontal lobes of MDD patients via spectral DCM. --Xiaojia Wang, Shuohui Li, Chunfeng Yang
3. Emotion recognition using spectral-spatial attention multi-temporal scale network: EEG study. --Zhe Tao, Guanghao Huang, Keum Shik Hong
4. Generative diffusion meets domain adaptation: a framework for EEG cross-subject motor imagery classification. --Jiacheng Zhang, Haolan Zhang, Youpeng Yang
5. Diffusion models for brain imaging computing: a survey of frameworks and applications. --Yousuf Babiker M. Osman, Aden Hassan Margani Elsanosi, Shuqiang Wang
6. Breakthrough percepts of familiar faces. --Omid Hajilou, Howard Bowman
7. A deep hybrid CNN-BiLSTM-BiGRU architecture with explainability for mild cognitive impairment detection using EEG. --Aishik Tokdar, Lakshya Agarwal, Sukriti
8. Benchmarking resting state fMRI connectivity pipelines for classification: robust accuracy despite processing variability in cross-site eye state prediction. --Tatiana Medvedeva, Irina Knyazeva, Maxim Kireev
9. A deep-learning framework for brain tumor segmentation via three-dimensional mass-preserving geometric transformation. --Tsung-Ming Huang, Kai-Qian Zheng, Shing-Tung Yau
10. Brain network classification considering directed propagation mechanisms of dynamic graphs. --Xinlei Wang, Zhongyang Wang, Keyan Cao
11. BrainFusionNet: a deep learning and XAI model to understand local, global, and sequential features of MRI images for improved brain tumour detection. --Md Taimur Ahad, Bo Song, Yan Li
12. Anatomical-connectivity-guided functional connectivity reveals task-relevant pathways during proactive task-switching via recurrent graph neural networks. --Siyu Wang, Atsushi Miyata, Takatsune Kumada
13. SegAnyNeuron: a neural image segmentation network with strong generalization performance by modeling image intensity variation. --Lin Cai, Ying Zhang, Tingwei Quan
14. Pipeline evaluation of a state-of-the-art AI algorithm for detection of focal cortical dysplasia: insights into potential failure sources. --Mateus A. Esmeraldo, Stefanie Chambers, Bruno P. Soares
15. Filter bank CSP with Riemannian weighting for disability-centric motor imagery brain computer interface. --Souissi Jihen, Sourour Karmani, Ridha Djemal
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1. Synergistic and redundant information dynamics exhibit dissociable alterations across schizophrenia and neurodevelopmental conditions. --Hinata Nago, Hiroki Kojima, Yuichi Yamashita
2. A feasibility study on inferring connectivity changes in frontal lobes of MDD patients via spectral DCM. --Xiaojia Wang, Shuohui Li, Chunfeng Yang
3. Emotion recognition using spectral-spatial attention multi-temporal scale network: EEG study. --Zhe Tao, Guanghao Huang, Keum Shik Hong
4. Generative diffusion meets domain adaptation: a framework for EEG cross-subject motor imagery classification. --Jiacheng Zhang, Haolan Zhang, Youpeng Yang
5. Diffusion models for brain imaging computing: a survey of frameworks and applications. --Yousuf Babiker M. Osman, Aden Hassan Margani Elsanosi, Shuqiang Wang
6. Breakthrough percepts of familiar faces. --Omid Hajilou, Howard Bowman
7. A deep hybrid CNN-BiLSTM-BiGRU architecture with explainability for mild cognitive impairment detection using EEG. --Aishik Tokdar, Lakshya Agarwal, Sukriti
8. Benchmarking resting state fMRI connectivity pipelines for classification: robust accuracy despite processing variability in cross-site eye state prediction. --Tatiana Medvedeva, Irina Knyazeva, Maxim Kireev
9. A deep-learning framework for brain tumor segmentation via three-dimensional mass-preserving geometric transformation. --Tsung-Ming Huang, Kai-Qian Zheng, Shing-Tung Yau
10. Brain network classification considering directed propagation mechanisms of dynamic graphs. --Xinlei Wang, Zhongyang Wang, Keyan Cao
11. BrainFusionNet: a deep learning and XAI model to understand local, global, and sequential features of MRI images for improved brain tumour detection. --Md Taimur Ahad, Bo Song, Yan Li
12. Anatomical-connectivity-guided functional connectivity reveals task-relevant pathways during proactive task-switching via recurrent graph neural networks. --Siyu Wang, Atsushi Miyata, Takatsune Kumada
13. SegAnyNeuron: a neural image segmentation network with strong generalization performance by modeling image intensity variation. --Lin Cai, Ying Zhang, Tingwei Quan
14. Pipeline evaluation of a state-of-the-art AI algorithm for detection of focal cortical dysplasia: insights into potential failure sources. --Mateus A. Esmeraldo, Stefanie Chambers, Bruno P. Soares
15. Filter bank CSP with Riemannian weighting for disability-centric motor imagery brain computer interface. --Souissi Jihen, Sourour Karmani, Ridha Djemal
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Nago, Hinata - Personal Name
Esmeraldo, Mateus A. - Personal Name
Cai, Lin - Personal Name
Wang, Siyu - Personal Name
Ahad, Md Taimur - Personal Name
Wang, Xinlei - Personal Name
Huang, Tsung-Ming - Personal Name
Medvedeva, Tatiana - Personal Name
Tokdar, Aishik - Personal Name
Hajilou, Omid - Personal Name
Osman, Yousuf Babiker M. - Personal Name
Zhang, Jiacheng - Personal Name
Tao, Zhe - Personal Name
Wang, Xiaojia - Personal Name
Jihen, Souissi - Personal Name
Esmeraldo, Mateus A. - Personal Name
Cai, Lin - Personal Name
Wang, Siyu - Personal Name
Ahad, Md Taimur - Personal Name
Wang, Xinlei - Personal Name
Huang, Tsung-Ming - Personal Name
Medvedeva, Tatiana - Personal Name
Tokdar, Aishik - Personal Name
Hajilou, Omid - Personal Name
Osman, Yousuf Babiker M. - Personal Name
Zhang, Jiacheng - Personal Name
Tao, Zhe - Personal Name
Wang, Xiaojia - Personal Name
Jihen, Souissi - Personal Name
Vol. 13, 2026
2198-4026
e-Journal PTI
Inggris
Springer Nature Singapore Pte Ltd.
2026
Cambridge, United Kingdom
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