Impact of Pre- and Post-Processing Steps for Supervised Classification of Colorectal Cancer in Hyperspectral Images.

Mariia Tkachenko Claire Chalopin Boris Jansen-Winkeln Thomas Neumuth Ines Gockel Marianne Matkabi

Published in: Cancers (2023)

HSI combined with tissue classification algorithms is a promising diagnostic approach whose performance can be additionally improved by the application of the right combination of pre- and post-processing.

Keyphrases

machine learning
deep learning
convolutional neural network
optical coherence tomography