Machine Learning · Computer Science
A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition
Supavit Kongwudhikunakorn, Suktipol Kiatthaveephong, Kamonwan Thanontip, Pitshaporn Leelaarporn +8
2021-10-13
Neurons and Cognition · Quantitative Biology
Early Detection of Cognitive Impairment in Elderly using a Passive FPVS-EEG BCI and Machine Learning -- Extended Version
Tomasz M. Rutkowski, Stanisław Narębski, Mihoko Otake-Matsuura, Tomasz Komendziński
2025-04-16
Neurons and Cognition · Quantitative Biology
Complexity Measures for Quantifying Changes in Electroencephalogram in Alzheimers Disease
Ali H. Al-Nuaimi, Emmanuel Jammeh, Lingfen Sun, Emmanuel Ifeachor
2022-05-19
Signal Processing · Electrical Eng. & Systems
On the challenges of detecting MCI using EEG in the wild
Aayush Mishra, David Joffe, Sankara Surendra Telidevara, David S Oakley +1
2025-01-31
Signal Processing · Electrical Eng. & Systems
Semi-supervised Learning for Identifying the Likelihood of Agitation in People with Dementia
Roonak Rezvani, Samaneh Kouchaki, Ramin Nilforooshan, David J. Sharp +1
2021-05-24
Neurons and Cognition · Quantitative Biology
AI Neurotechnology for Aging Societies -- Task-load and Dementia EEG Digital Biomarker Development Using Information Geometry Machine Learning Methods
Tomasz M. Rutkowski, Qibin Zhao, Masao S. Abe, Mihoko Otake
2018-12-03
Machine Learning · Computer Science
EEG-SSM: Leveraging State-Space Model for Dementia Detection
Xuan-The Tran, Linh Le, Quoc Toan Nguyen, Thomas Do +1
2024-07-26
Signal Processing · Electrical Eng. & Systems
Depression Detection using Resting State Three-channel EEG Signal
Qiuxia Shi, Ang Liu, Rongyan Chen, Jian Shen +2
2020-02-28
Neurons and Cognition · Quantitative Biology
This EEG Looks Like These EEGs: Interpretable Interictal Epileptiform Discharge Detection With ProtoEEG-kNN
Dennis Tang, Jon Donnelly, Alina Jade Barnett, Lesia Semenova +7
2025-10-27
Machine Learning · Computer Science
Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series
Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer +2
2023-11-16
Signal Processing · Electrical Eng. & Systems
Working Memory Functional Connectivity Analysis for Dementia Classification using EEG
Shivani Ranjan, Anant Jain, Robin Badal, Amit Kumar +4
2025-10-16
Signal Processing · Electrical Eng. & Systems
Benchmarking Early Agitation Prediction in Community-Dwelling People with Dementia Using Multimodal Sensors and Machine Learning
Ali Abedi, Charlene H. Chu, Shehroz S. Khan
2025-06-10
Signal Processing · Electrical Eng. & Systems
A Systematic Review of EEG-based Machine Intelligence Algorithms for Depression Diagnosis, and Monitoring
Amir Nassibi, Christos Papavassiliou, Ildar Rakhmatulin, Danilo Mandic +1
2025-03-26
Signal Processing · Electrical Eng. & Systems
Dyslexia detection from EEG signals using SSA component correlation and Convolutional Neural Networks
Andrés Ortiz, Francisco J. Martinez-Murcia, Marco A. Formoso, Juan Luis Luque +1
2023-10-20
Signal Processing · Electrical Eng. & Systems
A Hybrid Deep Spatio-Temporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals
Niloufar Delfan, Mohammadreza Shahsavari, Sadiq Hussain, Robertas Damaševičius +1
2023-08-16
Signal Processing · Electrical Eng. & Systems
ProtoEEGNet: An Interpretable Approach for Detecting Interictal Epileptiform Discharges
Dennis Tang, Frank Willard, Ronan Tegerdine, Luke Triplett +7
2023-12-19
Signal Processing · Electrical Eng. & Systems
EEG-MSAF: An Interpretable Microstate Framework uncovers Default-Mode Decoherence in Early Neurodegeneration
Mohammad Mehedi Hasan, Pedro G. Lind, Hernando Ombao, Anis Yazidi +1
2025-09-04
Neurons and Cognition · Quantitative Biology
Nonlinear analysis of EEG complexity in episode and remission phase of recurrent depression
Čukić Milena, Stokić Miodrag, Radenković Slavoljub, Ljubisavljević Miloš +2
2019-12-19