Advanced Raman Spectroscopy Based on Transfer Learning by Using a Convolutional Neural Network for Personalized Colorectal Cancer Diagnosis

Advanced Raman Spectroscopy Based on Transfer Learning by Using a Convolutional Neural Network for Personalized Colorectal Cancer Diagnosis

Advanced Raman spectroscopy (RS) systems have gained new interest in the field of medicine as an emerging tool for in vivo tissue discrimination. The coupling of RS with artificial intelligence (AI) algorithms has given a boost to RS to analyze spectral data in real time with high specificity and se...

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Bibliographic Details
Main Authors: Dimitris Kalatzis, Ellas Spyratou, Maria Karnachoriti, Maria Anthi Kouri, Spyros Orfanoudakis, Nektarios Koufopoulos, Abraham Pouliakis, Nikolaos Danias, Ioannis Seimenis, Athanassios G. Kontos, Efstathios P. Efstathopoulos
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Optics
Subjects:
Raman spectroscopy
colorectal cancer
tissue discrimination
convolutional neural network
transfer learning
Online Access:https://www.mdpi.com/2673-3269/4/2/22

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