Journal Issue: Brain Inform Volume 11(1);  2024 Dec

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Journal List

Volume 11(1);  2024 Dec

Research

Addiction-related brain networks identification via Graph Diffusion Reconstruction Network
Changhong Jing, Hongzhi Kuai, Hiroki Matsumoto, Tomoharu Yamaguchi, Iman Yi Liao, Shuqiang Wang
Brain Inform. 2024 Dec; 11(1): 1. Published online 2024 Jan 8. doi: 10.1186/s40708-023-00216-5
PMCID:
PMC10774517
Abstract Article PDF–2.6M
Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders
Sara Saponaro, Francesca Lizzi, Giacomo Serra, Francesca Mainas, Piernicola Oliva, Alessia Giuliano, Sara Calderoni, Alessandra Retico
Brain Inform. 2024 Dec; 11(1): 2. Published online 2024 Jan 9. doi: 10.1186/s40708-023-00217-4
PMCID:
PMC10776521
Abstract Article PDF–2.2M
Synergistic integration of Multi-View Brain Networks and advanced machine learning techniques for auditory disorders diagnostics
Muhammad Atta Othman Ahmed, Yasser Abdel Satar, Eed M. Darwish, Elnomery A. Zanaty
Brain Inform. 2024 Dec; 11(1): 3. Published online 2024 Jan 14. doi: 10.1186/s40708-023-00214-7
PMCID:
PMC10788326
Abstract Article PDF–1.1M
3D convolutional neural networks uncover modality-specific brain-imaging predictors for Alzheimer’s disease sub-scores
Kaida Ning, Pascale B. Cannon, Jiawei Yu, Srinesh Shenoi, Lu Wang, Alzheimer’s Disease Neuroimaging Initiative, Joydeep Sarkar
Brain Inform. 2024 Dec; 11(1): 5. Published online 2024 Feb 4. doi: 10.1186/s40708-024-00218-x
PMCID:
PMC10838875
Abstract Article PDF–2.5M
An automatic method using MFCC features for sleep stage classification
Wei Pei, Yan Li, Peng Wen, Fuwen Yang, Xiaopeng Ji
Brain Inform. 2024 Dec; 11(1): 6. Published online 2024 Feb 10. doi: 10.1186/s40708-024-00219-w
PMCID:
PMC10858857
Abstract Article PDF–3.1M
Rejuvenating classical brain electrophysiology source localization methods with spatial graph Fourier filters for source extents estimation
Shihao Yang, Meng Jiao, Jing Xiang, Neel Fotedar, Hai Sun, Feng Liu
Brain Inform. 2024 Dec; 11(1): 8. Published online 2024 Mar 12. doi: 10.1186/s40708-024-00221-2
PMCID:
PMC10933195
Abstract Article PDF–3.4M
Examining the reliability of brain age algorithms under varying degrees of participant motion
Jamie L. Hanson, Dorthea J. Adkins, Eva Bacas, Peiran Zhou
Brain Inform. 2024 Dec; 11(1): 9. Published online 2024 Apr 4. doi: 10.1186/s40708-024-00223-0
PMCID:
PMC10994881
Abstract Article PDF–2.3M
EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels
Andres Soler, Eduardo Giraldo, Marta Molinas
Brain Inform. 2024 Dec; 11(1): 11. Published online 2024 May 4. doi: 10.1186/s40708-024-00224-z
PMCID:
PMC11069493
Abstract Article PDF–2.1M
Effective relax acquisition: a novel approach to classify relaxed state in alpha band EEG-based transformation
Diah Risqiwati, Adhi Dharma Wibawa, Evi Septiana Pane, Eko Mulyanto Yuniarno, Wardah Rahmatul Islamiyah, Mauridhi Hery Purnomo
Brain Inform. 2024 Dec; 11(1): 12. Published online 2024 May 13. doi: 10.1186/s40708-024-00225-y
PMCID:
PMC11091037
Abstract Article PDF–1.8M
Multi-view graph-based interview representation to improve depression level estimation
Navneet Agarwal, Gaël Dias, Sonia Dollfus
Brain Inform. 2024 Dec; 11(1): 14. Published online 2024 Jun 4. doi: 10.1186/s40708-024-00227-w
PMCID:
PMC11150354
Abstract Article PDF–2.9M
Brain age gap estimation using attention-based ResNet method for Alzheimer’s disease detection
Atefe Aghaei, Mohsen Ebrahimi Moghaddam, Alzheimer’s Disease Neuroimaging Initiative
Brain Inform. 2024 Dec; 11(1): 16. Published online 2024 Jun 4. doi: 10.1186/s40708-024-00230-1
PMCID:
PMC11150363
Abstract Article PDF–2.1M
A deep learning based cognitive model to probe the relation between psychophysics and electrophysiology of flicker stimulus
Keerthi S. Chandran, Kuntal Ghosh
Brain Inform. 2024 Dec; 11(1): 18. Published online 2024 Jul 10. doi: 10.1186/s40708-024-00231-0
PMCID:
PMC11236830
Abstract Article PDF–7.6M
Improving Likert scale big data analysis in psychometric health economics: reliability of the new compositional data approach
René Lehmann, Bodo Vogt
Brain Inform. 2024 Dec; 11(1): 19. Published online 2024 Jul 10. doi: 10.1186/s40708-024-00232-z
PMCID:
PMC11236837
Abstract Article PDF–2.2M

Reviews

Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer’s disease detection
Viswan Vimbi, Noushath Shaffi, Mufti Mahmud
Brain Inform. 2024 Dec; 11(1): 10. Published online 2024 Apr 5. doi: 10.1186/s40708-024-00222-1
PMCID:
PMC10997568
Abstract Article PDF–4.1M
Connecto-informatics at the mesoscale: current advances in image processing and analysis for mapping the brain connectivity
Yoon Kyoung Choi, Linqing Feng, Won-Ki Jeong, Jinhyun Kim
Brain Inform. 2024 Dec; 11(1): 15. Published online 2024 Jun 4. doi: 10.1186/s40708-024-00228-9
PMCID:
PMC11150223
Abstract Article PDF–1.7M
A systematic review on EEG-based neuromarketing: recent trends and analyzing techniques
Md. Fazlul Karim Khondakar, Md. Hasib Sarowar, Mehdi Hasan Chowdhury, Sumit Majumder, Md. Azad Hossain, M. Ali Akber Dewan, Quazi Delwar Hossain
Brain Inform. 2024 Dec; 11(1): 17. Published online 2024 Jun 5. doi: 10.1186/s40708-024-00229-8
PMCID:
PMC11153447
Abstract Article PDF–2.2M

Correction

Correction: Semantic representation of neural circuit knowledge in Caenorhabditis elegans
Sharan J. Prakash, Kimberly M. Van Auken, David P. Hill, Paul W. Sternberg
Brain Inform. 2024 Dec; 11(1): 13. Published online 2024 May 15. doi: 10.1186/s40708-024-00226-x
Corrects:
Brain Inform. 2023 Dec; 10(1): 30.
PMCID:
PMC11096283
Correction PDF–958K
Articles from Brain Informatics are provided here courtesy of Springer