A preliminary study on early postmortem submersion interval (PMSI) estimation and cause-of-death discrimination based on nontargeted metabolomics and machine learning algorithms
Fuyuan Zhang, Linlin Wang, Wenwen Dong, Miao Zhang, Dilichati Tash, Xinjie Li, Shu-Kui Du, Hao-Miao Yuan, Rui Zhao, Da-Wei Guan
Topics & Concepts
MetabolomeSubmersion (mathematics)MetabolomicsArtificial intelligenceMachine learningSupport vector machineRandom forestPoison controlPartial least squares regressionAlgorithmComputer scienceMedicineBiologyBioinformaticsMathematicsEmergency medicineMathematical analysisDifferentiable functionMetabolomics and Mass Spectrometry StudiesForensic Entomology and Diptera StudiesInjury Epidemiology and Prevention