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M. Farrag

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Open access Aug 2026

Phytochemical profiling, antimicrobial, anticancer, and apoptosis-related gene expression activities of Hedychium coronarium methanolic extract

Overall, MEHC exhibited antimicrobial and cytotoxic activities and modulated the expression of apoptosis-related genes, and these findings are limited to in vitro observations, and further studies involving bioactive compound isolation, mechanistic validation, and in vivo evaluation are required to confirm therapeutic...

Ibrahim M. Aziz, M. Farrag, Noorah A. Alkubaisi et al. · 0 citations
Review Jul 2026

The Role of Artificial Intelligence and Machine Learning in Predictive Virology: Forecasting, Tracking, and Combating Viral Threats.

PV is introduced as an artificial intelligence (AI)-driven discipline within broader epidemic intelligence and public health surveillance that uses advanced computational tools to forecast viral threats and accelerate countermeasure design, ultimately strengthening global health security and pandemic preparedness.

M. Farrag · 0 citations

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