Biosensing using CNNs to Detect Noisy but Persistent Nanoparticle Binding Events on Supported Lipid Bilayer Systems

Zhen Yuan Yeo, Eun Ho Song, Kyeongmee Lee, Jwa-Min Nam, N. Duane Loh

Keywords: Biosensing, CNNs, CNN, Nanoparticle Binding, Nanoparticle Multiplexing, Supported Lipid Bilayer

TL;DR: NANO-PICS is a hybrid U-NET that segments and detects nanoparticles in noisy, multichannel biosensing images. It enables quicker, more reliable detection of subtle molecular events, leading to more sensitive diagnostics and faster research outcomes.

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Submission Number: 211