ORIGINAL RESEARCH
Published on 29 Sep 2026
Window leakage in clinical EEG machine learning: matched subject-independent evaluation across ADHD and Parkinson cohorts
doi 10.3389/fninf.2026.1930795
- 576 views
Articles
ORIGINAL RESEARCH
Published on 01 Sep 2026
Montage-guided fusion network for long-term scalp electroencephalography seizure detection
doi 10.3389/fninf.2026.1942480
- 952 views
ORIGINAL RESEARCH
Published on 25 Aug 2026
Prognostic assessment of comatose patients after cardiac arrest: construction of a simplified monitoring EEG risk score across different time windows
doi 10.3389/fneur.2026.1812084
- 485 views
ORIGINAL RESEARCH
Published on 13 Aug 2026
Non-linear and spectral EEG dynamics as stage–specific biomarkers of neuropsychological recovery post-stroke
doi 10.3389/fnins.2026.1862806
- 1,372 views
REVIEW
Published on 23 Jul 2026
Electroencephalography for early Alzheimer’s disease diagnosis: from advanced feature engineering to interpretable ai and clinical translation
doi 10.3389/fpsyt.2026.1819726
- 1,265 views
ORIGINAL RESEARCH
Published on 20 May 2026
Long-range correlations in alpha-band of electroencephalogram: a nonlinear embedding and detrended fluctuation analysis
doi 10.3389/fninf.2026.1823408
- 1,884 views
ORIGINAL RESEARCH
Published on 19 May 2026
Automated EEG-based sleep staging in REM sleep behavior disorder using MSIF-Net: epoch-level validation and whole-night clinical agreement
doi 10.3389/fneur.2026.1819351
- 1,792 views
SYSTEMATIC REVIEW
Accepted on 17 Aug 2026
Computational Approaches to Deep Learning–Driven EEG Analysis for Neurological Disease Diagnosis: A Systematic Review
- 520 views
ORIGINAL RESEARCH
Accepted on 29 Sep 2026
Altered Interictal Alpha-Band Organization in Childhood Absence Epilepsy
- 131 views
