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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
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
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
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
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
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
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
Article PDF–2.3M

Review

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
Article PDF–4.1M
Articles from Brain Informatics are provided here courtesy of Springer