Point-of-care detection of fibrosis in liver transplant surgery using near-infrared spectroscopy and machine learning.

Varun J SharmaJohn A AdegokeMichael FasulakisAlexander GreenSu K GohXiuwen PengYifan LiuLouise JackettAngela VagoEric K W PoonGraham StarkeySarina MoshfeghAnkita MuthyaRohit D'CostaFiona JamesClaire L GordonRobert JonesIsaac O AfaraBayden R WoodJaishankar Raman

Published in: Health science reports (2023)

This study demonstrates that a point-of-care NIRS instrument can accurately detect, quantify and classify liver fibrosis using machine learning.

Keyphrases

liver fibrosis
machine learning
minimally invasive
coronary artery bypass
artificial intelligence
loop mediated isothermal amplification
coronary artery disease
real time pcr
acute coronary syndrome
patient reported outcomes
sensitive detection