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uci epileptic seizure 14 hyepiseid  (Mendeley Ltd)

 
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    Mendeley Ltd uci epileptic seizure 14 hyepiseid
    Uci Epileptic Seizure 14 Hyepiseid, supplied by Mendeley Ltd, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/uci+epileptic+seizure+14+hyepiseid/14+epileptic+hyepiseid+seizure+uci/pm41775725-620-0-12
    Average 86 stars, based on 1 article reviews
    uci epileptic seizure 14 hyepiseid - by Bioz Stars, 2026-10
    86/100 stars

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    Biomarker Discovery:

    Article Title: Hybrid fuzzy machine learning models optimized with meta-heuristics for accurate EEG-based neurological assessment.
    Article Snippet: .. UCI Epileptic Seizure [14] HyEpiSeiD (CNN + GRU) Acc: 99.01% (UCI), 97.50% (Mendeley) UCI Epilepsy, Mendeley [15] LSTM Validation Acc: 97% UCI-Epileptic Seizure [16] 1D-CNN with multihead attention Acc: 99.83% Benchmark dataset [17] SMOTE + PCA/DWT with SVM Acc: 97.30%, AUC: 99.62%, F1: 93.08% Not specified [18] GCNN with AE (CAE/VAE) Acc: 98.89% NMT-Scalp [19] CNN + BiGRU + CBAM Binary: 99.00%, 3-class: 96.20%, 4-class: 92.00%, 5-class: 89.00%; Sens: 89.00–99.00%, Spec: 89.63–99.00% Public EEG dataset [20] IANFIS-LightGBM High classification accuracy (specific values not detailed) University of Bonn, Boston Children’s Hospital EEG [21] Hybrid AdaBoost, RF, DT with optimization CHB-MIT: Acc: 96.61%, Sens: 94.67%, Spec: 91.36%; Siena Scalp: Acc: 95.31%, Sens: 93.18%, Spec: 90.07% CHB-MIT, Siena Scalp [48] leveraging Explainable Artificial Intelligence (XAI) Accuracy: 96.02% , Precision: 95.60%, Recall: 95.87% , F1score: 95.74% UBMC dataset This work DT-FIS accuracy of 99.23%, specificity 99.02%, precision of 98.92%, a recall of 99.1%, F1 score of 99.18% UBMC dataset ..



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    uci epileptic seizure 14 hyepiseid  (Mendeley Ltd)
    86
    Mendeley Ltd uci epileptic seizure 14 hyepiseid
    Uci Epileptic Seizure 14 Hyepiseid, supplied by Mendeley Ltd, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/uci+epileptic+seizure+14+hyepiseid/14+epileptic+hyepiseid+seizure+uci/pm41775725-620-0-12
    Average 86 stars, based on 1 article reviews
    uci epileptic seizure 14 hyepiseid - by Bioz Stars, 2026-10
    86/100 stars
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