TalantaSepsisHumansSpectrum AnalysisRamanNeural Networks
SERS on analyte-enriched blood for rapid, culture-free sepsis recognition and causative pathogen identification with super operational neural networks.
Manal Hassan, Md Sakib Bin Islam, Sakib Mahmud, Mahmoud Elgamal, Md Shaheenur Islam Sumon, Ali Ait Hssain, Emad Ibrahim, Amit Kumar, Yiping Zhao, Saad Bin Abul Kashem, Mehmet Burcin Unlu, Gozde Durmus, Muhammad E H Chowdhury, Susu M Zughaier
Published: 202610.1016/j.talanta.2025.129332
Abstract
Sepsis remains a leading cause of morbidity and mortality, yet routine diagnostics are slow, culture-dependent, and often lack the sensitivity or specificity required for early intervention. Prior studies rarely demonstrate clinical-grade performance…
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