- GREEN: A lightweight architecture using learnable wavelets and Riemannian geometry for biomarker exploration with EEG signals
Joseph Paillard, Joerg F. Hipp, Denis A. Engemann, Denis A Engemann · 2025 · Patterns
Cites data paper 18 citations
- LEAD: An EEG Foundation Model for Alzheimer's Disease Detection
Yihe Wang, Nan Huang, N. Mammone, Marco Cecchi, Xiang Zhang · 2025 · n/a
Cites data paper 14 citations
- Dual-Transformer Cross-Attention Framework for Alzheimer’s disease detection via dPTE-Guided EEG channel selection and multi-modal integration
Shyamal Y. Dharia, Qian Liu, Stephen D. Smith, Camilo E. Valderrama · 2025 · Biomedical Signal Processing and Control
Cites data paper 7 citations
- Exploring Task-Related EEG for Cross-Subject Early Alzheimer’s Disease Susceptibility Prediction in Middle-Aged Adults Using Multitaper Spectral Analysis
Ziyang Li, Hong Wang, Jia-Ning Song, Jiale Gong · 2024 · Sensors
Cites data paper 6 citations
- Alzheimer's disease-like features in resting state EEG/fMRI of cognitively intact and healthy middle-aged <i>APOE</i> / <i>PICALM</i> risk carriers
Patrycja Dzianok, Jakub Wojciechowski, Tomasz Wolak, Ewa Kublik · 2025 · Journal of Alzheimer s Disease
Cites data paper 6 citations
- Task-Related EEG as a Biomarker for Preclinical Alzheimer’s Disease: An Explainable Deep Learning Approach
Ziyang Li, Hong Wang, Lei Li · 2025 · Biomimetics
Cites dataset 4 citations
- SingLEM: Single-Channel Large EEG Model
Jamiyan Sukhbaatar, S. Imamura, Ibuki Inoue, Shoya Murakami, Kazi Mahmudul Hassan, Seungwoo Han, Ingon Chanpornpakdi, Toshihisa Tanaka · 2025 · ArXiv
Cites data paper 3 citations
- Exploring Deep Learning Models for EEG Neural Decoding
Laurits Dixen, Stefan Heinrich, Paolo Burelli · 2025 · Lecture notes in computer science
Cites data paper 2 citations
- Understanding Neurocognition With Deep Learning and MRI: A Systematic Review
Md. Tanvir Rahman, Nabil Anan Orka, Asaduzzaman Khan, Pietro Lio', Mohammad Ali Moni · 2026 · IEEE Transactions on Cognitive and Developmental Systems
Cites data paper 2 citations
- Integration of AI With ML for Neuropsychological Applications
Prabhjeet Kaur, Channi Sachdeva, Ravi Kumar Gupta, Lokesh Jasrai · 2025 · Advances in psychology, mental health, and behavioral studies (APMHBS) book series
Cites data paper 1 citations
- Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection
Q. Nguyen, Linh Le, Xuan-The Tran, Dorothy Bai, Nghia Duong-Trung, T. Do, Chin-Teng Lin · 2025 · n/a
Cites data paper 1 citations
- LEAD: An EEG Foundation Model for Alzheimer's Disease Detection
Yihe Wang, Nan Huang, Nadia Mammone, Marco Cecchi, Xiang Zhang · 2025 · arXiv (Cornell University)
Cites dataset 1 citations
- Explainable AI for Dementia Detection Using EEG Microstates
Quoc-Toan Nguyen, Linh Le, David Williams-King, Quang-Hieu Tang, Nghia Duong-Trung · 2026 · Companion Proceedings of the 31st International Conference on Intelligent User Interfaces
Cites data paper
- Disrupted theta oscillation propagation in healthy elderly individuals with apolipoprotein E epsilon 4 allele
Duho Sihn, Min‐Ki Kim, Sung-Phil Kim · 2025 · Frontiers in Neuroscience
Cites dataset
- The Selective Vulnerability of the Left Fimbria in Cognitively Normal APOE ε4 Carriers: A Localized Structural Correlate of High Genetic Risk for Alzheimer’s Disease
Yihan Suo, Luoyu Wang, Yuanyuan Zhao, Qingqing Wen, Qi Feng, Han Zhang, Zhongxiang Ding · 2026 · Behavioural Brain Research
Cites data paper
- Cortical thinning in temporal pole, a core region in Alzheimer’s disease, in non-demented, middle-aged <i>APOE</i> -ε4 and <i>PICALM</i> -AA/AG carriers
Patrycja Dzianok, Jakub Wojciechowski, Tomasz Wolak, Ewa Kublik · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
Cites data paper
- EEG-based Alzheimer’s disease detection: Past, present, and future
Mahsa Alidadi, Ramtin Hamavar, Ehsan Abbasi, Samaneh Nabavifard, Maryam Mohebbi, Babak Mohammadzadeh Asl · 2025 · Measurement
Cites data paper
- Exploring the interaction of APOE- <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>ε</mml:mi> <mml:mn>4</mml:mn> </mml:mrow> </mml:math> and PICALM rs3851179 with dynamic functional connectivity in healthy middle-aged adults at risk for Alzheimer’s disease
Shyamal Y. Dharia, Camilo E. Valderrama, Qian Liu, Stephen D Smith · 2026 · Journal of Neural Engineering
Cites data paper
- Augmenting Spline Interpolated Dementia EEG Data with Deep Learning for Improved Multi-Centric Data Harmonization
Matthew Chen, Benoit Marteau, Micky C. Nnamdi, J. Ben Tamo, May D. Wang · 2025 · 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)
Cites data paper
- Sex differences in APOE- and PICALM-related cognitive profiles in healthy middle-aged adults
Adam Bednorz, Paulina Trybek, Minh Tuan Hoang, Dorota Religa · 2026 · Frontiers in Aging
Cites dataset
- ERP-based cognitive load decoding in middle-aged adults: effects of Alzheimer’s risk
Ziyang Li, Jia-Ning Song, Hong Wang, T. Z. Li, Mohamed Amin Gouda, Jiale Gong · 2025 · Medical & Biological Engineering & Computing
Cites data paper
- A novel baseline perspective visibility graph for time series analysis
Huangjing Ni, Song Zi-Jie, Jiaolong Qin, Ye Wu, Qi Shi-Le, Song Ming · 2025 · Chinese Physics B
Cites data paper
- Non-Parametric Spectral Analysis of Slow Wave Activity in Resting-State EEG as a Biomarker of Dementia Risk
Waldemar Bauer, Mariusz Pelc, Katarzyna Bialas, Tomasz Kajdanowicz, Aleksandra Kawala-Sterniuk · 2025 · 2025 IEEE International Conference on Data Mining Workshops (ICDMW)
Cites data paper
- Large-Scale AI and Foundation Models for Neuroscience: A Comprehensive Review
Shihao Yang, Xiying Huang, Danilo Bernardo, Jun-En Ding, Andrew Michael, Guoan Wang, Jingmei Yang, Alison Anderson, D. Giritharan, P. Kwan, A. Raj, Yu Zhang, Feng Liu · 2026 · Meta-Radiology
Cites data paper
- OmniEEG-Bench: A Standardized Evaluation Benchmark for EEG Foundation Models
Zilin Lu, Zongsheng Li, Xinke Shen, Kexin Lou, Ying Xin, Xiaoqing Chen, Shinan Wang, Xiangyu Chen, Jiahao Fan, Chenyu Huang, Xin Xu, Zhoujie Hou, Chen Wei, Quanying Liu · 2026 · n/a
Cites data paper
- Multimodal data fusion for early risk prediction of disease
Wei Liu, Tong Zhou, K. Jia · 2026 · n/a
Cites data paper
- A Synoptic Review of High-Frequency Oscillations as a Biomarker in Neurodegenerative Disease
Samin Yaser, Mahad Ali, Yang Jiang, P. Nguyen, J. Xiang, L. Brattain · 2025 · n/a
Cites data paper
- Preclinical Neural Divergence associated with Genetic Risk for Alzheimer's Disease: A Multimodal Resting-State EEG and Neuroimaging Study
Shlok Khare · 2026 · Zenodo (CERN European Organization for Nuclear Research)
Cites dataset
- Preclinical Neural Divergence associated with Genetic Risk for Alzheimer's Disease: A Multimodal Resting-State EEG and Neuroimaging Study
Shlok Khare · 2026 · Zenodo (CERN European Organization for Nuclear Research)
Cites dataset
No citations of that kind for this dataset.