Articles

1. Improving Likert scale big data analysis in psychometric health economics: reliability of the new compositional data approach. --René Lehmann and Bodo Vogt
2. A deep learning based cognitive model to probe the relation between psychophysics and electrophysiology of flicker stimulus. --Keerthi S. Chandran and Kuntal Ghosh
3. 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 and Quazi Delwar Hossain
4. Brain age gap estimation using attention-based ResNet method for Alzheimer’s disease detection. --Atefe Aghaei and Mohsen Ebrahimi Moghaddam
5. 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 and Jinhyun Kim
6. Multi-view graph-based interview representation to improve depression level estimation. --Navneet Agarwal, Gaël Dias and Sonia Dollfus
7. Correction: Semantic representation of neural circuit knowledge in Caenorhabditis elegans. --Sharan J. Prakash, Kimberly M. Van Auken, David P. Hill and Paul W. Sternberg
8. 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 and Mauridhi Hery Purnomo
9. EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels. --Andres Soler, Eduardo Giraldo and Marta Molinas
10. Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer’s disease detection. --Viswan Vimbi, Noushath Shaffi and Mufti Mahmud
11. Examining the reliability of brain age algorithms under varying degrees of participant motion. --Jamie L. Hanson, Dorthea J. Adkins, Eva Bacas and Peiran Zhou
12. 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 and Feng Liu
13. Cross subject emotion identification from multichannel EEG sub-bands using Tsallis entropy feature and KNN classifier. --Pragati Patel, Sivarenjani Balasubramanian and Ramesh Naidu Annavarapu
14. An automatic method using MFCC features for sleep stage classification. --Wei Pei, Yan Li, Peng Wen, Fuwen Yang and Xiaopeng Ji
15. 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 and Joydeep Sarkar