2016
DOI: 10.1016/j.jpba.2015.11.038
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A fast and reliable method for GHB quantitation in whole blood by GC–MS/MS (TQD) for forensic purposes

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Cited by 11 publications
(8 citation statements)
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“…or liquid chromatography (LC) procedures. These hyphenated techniques of GC-FID, GC-MS, GC-MS/MS, or LC-MS/MS are highly sensitive and specific for quantification analysis of GHB in a wide range of biological specimens including blood, saliva, urine, hair strands, etc [34][35][36].…”
Section: Methodsmentioning
confidence: 99%
“…or liquid chromatography (LC) procedures. These hyphenated techniques of GC-FID, GC-MS, GC-MS/MS, or LC-MS/MS are highly sensitive and specific for quantification analysis of GHB in a wide range of biological specimens including blood, saliva, urine, hair strands, etc [34][35][36].…”
Section: Methodsmentioning
confidence: 99%
“…SVM can solve small sample classification, high-dimensional data classification, and nonlinear problems; however, it is more difficult to train large-scale samples and deal with multiclassification problems. Random forests (RF) algorithm was first proposed by Breiman in 2001 [ 44 ] and widely used [ 45 , 46 ] since it can distinguish the differences between different group samples effectively. RF is a supervised machine learning classifier, including a collection of classification and regression trees.…”
Section: Resultsmentioning
confidence: 99%
“…Whole blood samples were collected from the femoral vein and hair samples from the posterior vertex region of the head, according to the autopsy procedures of the Forensic Clinical and Pathology Department of the National Institute of Legal Medicine and Forensic Sciences, for further analysis using specific procedures. Ten microlitres of internal standard solution (1 mg/L of sample) were added to a 100 µL whole blood aliquot, and then mixed with 200 µL of methanol, as previously described by Castro et al [14]. The mixture was then centrifuged at 5000 rpm, for 30 minutes, and the methanolic phase transferred to a clean glass vial to be dried under a nitrogen flow.…”
Section: Samples Preparation 221 Whole Bloodmentioning
confidence: 99%