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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

S. Mahmud

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2 papers indexed here

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Oct 2026

Plasmonic liquid biopsy for breast cancer detection via small extracellular vesicle counting in plasma

Small extracellular vesicles (sEVs, aka, exosomes) are potential biomarkers for breast cancer liquid biopsy, but their nanoscale size and the complexity of plasma make sensitive, reproducible, and scalable measurements challenging. Here we report plasmonic nano-aperture label-free imaging (PANORAMA) assay implemented o...

Abhay Kotnala, S. Mahmud, Omid Mohsen Daraei et al. · 0 citations
Review Open access Jul 2026

Machine learning-enabled label-free SERS for microbial sensing: Toward robust, generalizable, and deployable workflows.

Label-free surface-enhanced Raman spectroscopy (SERS) combined with machine learning (ML) provides a rapid, reagent-light approach to microbial detection, identification, and phenotyping. Translation remains limited, however, by variability in sample preparation, substrates, acquisition conditions, preprocessing, and v...

S. Mahmud, Md. Sakib Bin Islam, M. Naznine et al. · 0 citations

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