Search Results - ahmed+aziz+ezzat

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Surface Enhanced Raman Spectroscopy (SERS) based sensing platform with machine learning
​ Invention Summary: Surface enhanced Raman spectroscopy (SERS) is a technique that can discriminate analyte molecules from the unique vibrational pattern they produce, which is correlated to their molecular structure. Identifying changes such as single base mutation in DNA, RNA and disease-specific microRNA biomarkers can facilitate early diagnosis...
Published: 6/10/2025   |   Inventor(s): Laura Fabris, Ahmed Aziz Ezzat, Jinisha Chheda, Yating Fang
Keywords(s):  
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Research Tools, Technology Classifications > Sensors, Technology Classifications > Software & Algorithms