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Metabonomic analysis of hepatitis B virus-induced liver failure: identification of potential diagnostic biomarkers by fuzzy support vector machine
Authors:Yong MAO  ;Xin HUANG  ;Ke YU  ;Hai-bin QU  ;Chang-xiao LIU  ;Yi-yu CHENG
Affiliation:[1]Pharmaceutical lnformatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310027, China; [2]Tianjin Pharmaceutical Research Institute, National Key Lab Pharmacokinetics and Pharmacodynamics, Tianjin 300193, China
Abstract:Metabolite profile analysis, Potential diagnostic biomarker identification, k-nearest neighbor (KNN), Fuzzy supportvector machine (FSVM), Exhaustive search (ES), Gas chromatography-mass spectrometry (GC-MS), Hepatitis B virus (HBV)-induced liver failure
Keywords:Metabolite profile analysis  Potential diagnostic biomarker identification  k-nearest neighbor (KNN)  Fuzzy supportvector machine (FSVM)  Exhaustive search (ES)  Gas chromatography-mass spectrometry (GC-MS)  Hepatitis B virus (HBV)-induced liver failure
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