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High-sensitivity graphene-gold metasurface optical biosensor for early melanoma detection optimized with machine learning using a one-dimensional convolutional neural network and binary encoding

Jacob Wekalao, Ahmed Mehaney, Nassir Saad Alarifi, Mostafa R. Abukhadra, Hussein A. Elsayed

2025Physica E Low-dimensional Systems and Nanostructures35 citationsDOI

Topics & Concepts

Convolutional neural networkSensitivity (control systems)BiosensorEncoding (memory)Computer scienceGrapheneBinary numberMaterials scienceArtificial neural networkArtificial intelligenceNanotechnologyPattern recognition (psychology)OptoelectronicsElectronic engineeringMathematicsEngineeringArithmeticGold and Silver Nanoparticles Synthesis and ApplicationsMolecular Communication and NanonetworksAdvanced biosensing and bioanalysis techniques
High-sensitivity graphene-gold metasurface optical biosensor for early melanoma detection optimized with machine learning using a one-dimensional convolutional neural network and binary encoding | Litcius