Fast and label-free intraoperative discrimination of malignant pancreatic tissue by attenuated total reflection infrared spectroscopy.

Rimante BandzeviciuteGerald SteinerKatja LiedelJonas Golde Edmund KochThilo WelschChristoph KahlertDaniel E StangeMarius DistlerJürgen WeitzJustinas CeponkusValdas SablinskasChristian Teske

Published in: Journal of biomedical optics (2023)

Our study shows the possibility of applying fiber-based ATR IR spectroscopy in combination with a supervised classification model for rapid pancreatic tissue identification with a high potential for transfer into intraoperative surgical diagnostics.

Keyphrases

label free
machine learning
patients undergoing
high resolution
deep learning
dna damage
oxidative stress
human health
sensitive detection
loop mediated isothermal amplification
electron transfer