Analytical methods : advancing methods and applications
Random forest models accurately classify synthetic opioids using high-dimensionality mass spectrometry datasets.
Kourosh Arasteh, Steven Magana-Zook, Colin V Ponce, Roald Leif, Alex Vu, Mark Dreyer, Brian P Mayer, Audrey M Williams, Carolyn L Fisher
Published: 202610.1039/d5ay01677k
Abstract
Detection of novel threat agents presents several challenges, a principle one being the development of untargeted methods to screen an increasing number of threat chemicals whose exact structures are unknown. With the use of Machine Learning (ML) too…
Preview only. Read the full abstract at the source