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Mazen Balat

As seen in: Nature, arXiv
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Articles by Mazen Balat

SignatureGuard: hybrid CNN–transformer model for signature verification and identification across Arabic and English datasets

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By Mazen Balat, Esraa Mamdouh, Rewaa Awaad, Mohamed Elhoseny, Ahmed M. Anter
| Nature Verified
Abstract Offline signature verification has a persistent Latin-script bias: most systems are built and evaluated on English datasets, while Arabic and other non-Latin scripts are largely absent from the benchmarking literature.
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Adaptive regression model for Parkinson’s disease diagnosis from speech signals using Box-Cox-based clustering and extremely randomization

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By Mahmoud A. Essam, Mazen Balat, Ahmed B. Zaky, Ahmed M. Anter, Mervat Samy
| Nature Verified
Abstract Parkinson’s Disease (PD) is a progressive neurodegenerative disorder that causes motor and cognitive impairments, affecting approximately 1% of individuals over 60 years of age. Speech impairments are among the earliest and most accessible biomarkers, making voice-based assessment a promising avenue for remote PD monitoring.
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[2410.19821] Explainable AI in Handwriting Detection for Dyslexia Using Transfer Learning

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By Rewaa Awaad, Esraa Omar, Salah A Aly, Mazen Balat
| arXiv
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