Use of MALDI-TOF mass spectrometry and machine learning to detect the adulteration of extra virgin olive oils
Posters | 2018 | ShimadzuInstrumentation
MALDI, LC/TOF, LC/MS
IndustriesFood & Agriculture
ManufacturerShimadzu
Key wordsmachine, learning, maldi, virgin, olive, neural, adulteration, oils, extra, tof, detect, olo, ooo, anns, oil, tags, logistic, spectrometry, network, opo, oll, pll, use, evoo, classification, lll, regression, intensity, sunflower, mass, edge, cutting, quadruplicates, dags, clover, plo, profiling, ldi, nutraceutical, been, networks, triacylglycerols, viability, known, scenario, classify, seems, analyses, combination, adulterated
Similar PDF
Extra-virgin olive oil authentication: triacylglycerol profiling and machine learning using the Shimadzu MALDI-8020/MALDI-8030 and eMSTAT Solution
2022|Shimadzu|Applications
MALDI-TOF Mass Spectrometry Analysis Application News MALDI-8030 Extra-virgin olive oil authentication: triacylglycerol profiling and machine learning using the Shimadzu MALDI-8020/MALDI-8030 and eMSTAT Solution™ S. Salivo User Benefits Minimal sample preparation which does not require labor-intensive procedures and excessive solvent…
Key words
evoo, evoosunflower, sunflowermachine, machinelearning, learningadulterated, adulteratedtag, tagmultivariate, multivariateoil, oilemstat, emstatshimadzu, shimadzuldi, ldianalysis, analysisauc, aucclassification, classificationpca
Extra-virgin olive oil authentication: triacylglycerol profiling and machine learning using the Shimadzu MALDI-8020/MALDI-8030 and eMSTAT Solution
2022|Shimadzu|Applications
MALDI-TOF Mass Spectrometry Analysis Application News MALDI-8030 Extra-virgin olive oil authentication: triacylglycerol profiling and machine learning using the Shimadzu MALDI-8020/MALDI-8030 and eMSTAT Solution™ S. Salivo (KRATOS ANALYTICAL LTD.) User Benefits Minimal sample preparation which does not require labor-intensive procedures…
Key words
evoo, evoosunflower, sunflowermachine, machinelearning, learningadulterated, adulteratedtag, tagmultivariate, multivariateoil, oilshimadzu, shimadzuemstat, emstatldi, ldianalysis, analysisauc, aucclassification, classificationpca
Integrated machine learning-based approach to evaluate authenticity in various food matrices via MALDI-TOF-MS technology
2023|Bruker|Posters
ASMS 2023, MP 473 Integrated machine learning-based approach to evaluate authenticity in various food matrices via MALDI-TOF-MS technology Summary Reza Aalizadeh1; Anastasia S. Kritikou1; Sofia K. Drakopoulou1; Matthew Clabaugh2; Carsten Baessmann3; Nikolaos S. Thomaidis1 Α novel fast & reliable screening…
Key words
rois, roisprobability, probabilityauthenticity, authenticityfood, foodmilk, milkolive, oliveoil, oillearning, learninggreyscale, greyscalevalues, valueslipid, lipiddeep, deepmaldi, maldiclassification, classificationorigin
Determination of olive oil purity based on triacylglycerols profiling by UHPLC-CAD and principal component analysis
2019|Thermo Fisher Scientific|Applications
APPLICATION NOTE 73174 Determination of olive oil purity based on triacylglycerols profiling by UHPLC-CAD and principal component analysis Authors Hilary S. Green1, Xueqi Li2, Mauro De Pra3, Katherine Lovejoy3, Frank Steiner3, Ian N. Acworth3, and Selina C. Wang1,2 Goal The…
Key words
olive, olivecad, cadlll, llloil, oiloll, ollooo, oooadulterant, adulterantuhplc, uhplctag, taggrapeseed, grapeseedpca, pcaday, dayool, ooltags, tagsoos