Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
Conferences > OMA > 2021 > JW1A > JW1A.8

Label-free SERS detection of proteins based on machine learning classification of chemostructural determinants

Edoardo Farnesi, Andrea Barucci, Cristiano D’Andrea, Martina Banchelli, Chiara Amicucci, Marella de Angelis, and Paolo Matteini

Not Accessible

Your library or personal account may give you access

Abstract

We present an effective machine learning classification plus chemostructural characterization of proteins by a mixed data processing based on Principal Component Analysis applied to multipeak fitting on Surface-enhanced Raman Scattering spectra.

© 2021 The Author(s)

PDF Article
More Like This
Label-free SERS/Machine Learning procedures for protein classification

Edoardo Farnesi, Andrea Barucci, Cristiano D’Andrea, Martina Banchelli, Chiara Amicucci, Marella de Angelis, Michael Schmitt, and Paolo Matteini
EW4A.45 European Conference on Biomedical Optics (ECBO) 2021

Breaking new ground in protein detection: Self-supervised machine learning and iSCAT enable label-free detection of single proteins below 10 kDa

Mahyar Dahmardeh, Houman Mirzaalian Dastjerdi, Hisham Mazal, Harald Köstler, and Vahid Sandoghdar
JW2A.3 Bio-Optics: Design and Application (BODA) 2023

Label-Free Cancer Classification Using Hyperspectral Imaging Microscopy and Machine Learning

Shuyan Zhang, Shuwen Zeng, Wenjun Liao, Ryan Ron Zee Tan, and Malini Olivo
cl_p_4 The European Conference on Lasers and Electro-Optics (CLEO/Europe) 2023

View More...

Poster Presentation

Media 1: PDF (5410 KB)     
Select as filters
Select Topics Cancel
Top
       
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.
Privacy | Terms of Use