Advanced mass spectrometric and spectroscopic methods coupled with machine learning for in vitro diagnosis

• Published in: View (Beijing, China) Vol. 4; no. 1
• Main Authors: Chen, Xiaonan, Shu, Weikang, Zhao, Liang, Wan, Jingjing
• Format: Journal Article
• Language: English
• Published: Beijing John Wiley & Sons, Inc 01.02.2023; Wiley
• Subjects: Accuracy; Algorithms; Artificial intelligence; Clustering; Datasets; Discriminant analysis; Enzymes; in vitro diagnosis; Ions; Machine learning; Mass spectrometry; Medical research; Metabolism; multi‐modal analysis; Scientific imaging; spectroscopy

In vitro diagnosis (IVD) is one vital component of medical tests that detects biological samples of tissues or bio‐fluids. Recently, mass spectrometry and spectroscopy have been increasingly employed in the field of IVD, due to their high accuracy, facile sample preparation, and rapid detection. Not...