Classification accuracy

Biomarker

1 paper1 finding

  • In silico1

Interventions

1

Subject-level aggregation

upin silico1

1 study
  1. Subject-level aggregation improves classification accuracy in silico.

    In silico

    A Comprehensive Benchmark of EEG-Based BCI Deep Learning Models for MCI and Dementia Classification

    bioRxiv20 Aug 2026Preprint

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arXiv

Speech model flags cognitive decline and generates explanations

Tested across six dataset and task conditions, the bilingual framework outperformed three baselines while directly generating natural-language explanations for…Tested across six dataset and task conditions, the bilingual framework outperformed three baselines while directly generating natural-language explanations for clinicians.

Preprint: computational studyBiomarkers