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■ Abbreviation / Long Form : PLS-DA / partial least squares discriminant analysis

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Total Number of Papers: 1586
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Abbreviation:   PLS-DA  (>> Co-occurring Abbreviation)
Long Form:   partial least squares discriminant analysis
 Abbreviation Variation
 Long Form Variation
 Pair(Abbreviation/Long Form) Variation
No. Year Title Co-occurring Abbreviation
2020 1H NMR and multi-technique data fusion as metabolomic tool for the classification of golden rums by multivariate statistical analysis. PCA
2020 1H NMR-based metabolomic study of metabolic profiling for the urine of kidney stone patients. PCA
2020 A novel UHPLC-HRMS-based metabolomics strategy enables the discovery of potential neuroactive metabolites in mice plasma, following i.p. administration of the main Crocus sativus L. bioactive component. AD, MVA, PCA, TC4
2020 An NMR-Based Chemometric Strategy to Identify Leishmania donovani Nucleoside Hydrolase Inhibitors from the Brazilian Tree Ormosia arborea. LdNH
2020 Attenuated total reflection: Fourier transform infrared spectroscopy for detection of heterogeneous vancomycin-intermediate Staphylococcus aureus. ATR-FTIR, hVISA, MRSA, PCA, VSSA
2020 Body fluid identification and assignment to donors using a targeted mRNA massively parallel sequencing approach - results of a second EUROFORGEN / EDNAP collaborative exercise. cSNPs
2020 Brain lipid profiles in the spontaneously hypertensive rat after subchronic real-world exposure to ambient fine particulate matter. MS
2020 Cerebral Lipid Dynamics in Chronic Cerebral Hypoperfusion Model by DESI-MS Imaging. ARA, BCCAO, DESI-IMS, DHA, HETE, VD
2020 Characterization and discrimination of microbial community and co-occurrence patterns in fresh and strong flavor style flue-cured tobacco leaves. FTLs
10  2020 Chiroptical fingerprints to characterize lavender and lavandin essential oils. EOs
11  2020 Co-cultured methanogen improved the metabolism in the hydrogenosome of anaerobic fungus as revealed by GC/MS analysis. GC/MS
12  2020 Color discrimination and gas chromatography-mass spectrometry fingerprint based on chemometrics analysis for the quality evaluation of Schizonepetae Spica. GC-MS, HCA, PCA, SS
13  2020 Comparative metabolic expressions of fermented soybeans according to different microbial starters. LAB
14  2020 Comparison of Volatiles in Different Jasmine Tea Grade Samples Using Electronic Nose and Automatic Thermal Desorption-Gas Chromatography-Mass Spectrometry Followed by Multivariate Statistical Analysis. ATD-GC-MS, e-nose, HCA, VOC
15  2020 Cross comparison of seminal plasma proteins from cattle and buffalo (Bubalus bubalis). emPAI, PCA
16  2020 Detection and identification of fungal growth on freeze-dried Agaricus bisporus using spectrum and olfactory sensor. e-nose, HSI, MIR, NIR, PCA
17  2020 Discovering Temporal Patterns in Longitudinal Nontargeted Metabolomics Data via Group and Nuclear Norm Regularized Multivariate Regression. MTL, OPLS-DA
18  2020 Discrimination of Cultivated Regions of Soybeans (Glycine max) Based on Multivariate Data Analysis of Volatile Metabolite Profiles. GC-MS, HCA, HS-SPME
19  2020 Discrimination of diesel fuels marketed in Morocco using FTIR, GC-MS analysis and chemometrics methods. FTIR, GC-MS, PCA
20  2020 Distinguishing legal and illegal cigarettes by applying paper spray mass spectrometry and chemometric tools. PS-MS
21  2020 Effects of palmitic acid (16:0), hexacosanoic acid (26:0), ethephon and methyl jasmonate on the cuticular wax composition, structure and expression of key gene in the fruits of three pear cultivars. HA, MeJA, PA
22  2020 Exogenous abscisic acid (ABA) promotes cadmium (Cd) accumulation in Sedum alfredii Hance by regulating the expression of Cd stress response genes. ABA, Cd, MDA, PCA, Zn
23  2020 Exploring the metabolomic diversity of plant species across spatial (leaf and stem) components and phylogenic groups. GC-TOF-MS
24  2020 Fast detection and quantification of pork meat in other meats by reflectance FT-NIR spectroscopy and multivariate analysis. PCA, PLSR
25  2020 Fructo-oligosaccharides from Morinda officinalis remodeled gut microbiota and alleviated depression features in a stress rat model. CUMS, DP, ERIC, FOSs, GM
26  2020 Gastric Bypass with Different Biliopancreatic Limb Lengths Results in Similar Post-absorptive Metabolomics Profiles. BPL, MVA, NMR, RYGB, T2D
27  2020 Geographical identification of Chianti red wine based on ICP-MS element composition. REE
28  2020 Global metabolomics analysis of serum from humans at risk of thrombotic stroke. FDR, HRM
29  2020 High-resolution metabolomics study revealing l-homocysteine sulfinic acid, cysteic acid, and carnitine as novel biomarkers for high acute myocardial infarction risk. AMI, CA, FDR, HRM, L-CSA, L-HCSA
30  2020 Identification of a Circulating Amino Acid Signature in Frail Older Persons with Type 2 Diabetes Mellitus: Results from the Metabofrail Study. T2DM
31  2020 Influence of Brevibacterium linens RS16 on foliage photosynthetic and volatile emission characteristics upon heat stress in Eucalyptus grandis. GGDP, GLV, LOC, PCA, PGPB, PSII
32  2020 Lack of glutathione peroxidase-8 in the ER impacts on lipid composition of HeLa cells microsomal membranes. ACSL5, Cer, CERT, ER, GPL, MUFA, nGSL, PCA, PI, PUFA, SL, SM, UDP-GalT, UDP-GlcT, UPR
33  2020 Long-Term Agricultural Effects on the Authentication Accuracy of Organic, Green, and Conventional Rice Using Isotopic and Elemental Chemometric Analyses. ANOVA, MCA
34  2020 MALDI imaging mass spectrometry and chemometric tools to discriminate highly similar colorectal cancer tissues. MALDI-MSI, MCR
35  2020 Metabolomic Analysis of Morus Cultivar Root Extracts and Their Ameliorative Effect on Testosterone-Induced Prostate Enlargement in Sprague-Dawley Rats. AR, BPH, ESI, MAPK, MRs, PSA, UPLC-Q-TOF-MS
36  2020 Metabolomic profile overlap in prototypical autoimmune humoral disease: a comparison of myasthenia gravis and rheumatoid arthritis. CIL LC-MS, DmPA, DNS-Cl, MG, PCA, RA
37  2020 Metabolomics analysis of Camellia sinensis with respect to harvesting time. PCA
38  2020 Metabolomics Study of Subsurface Wastewater Infiltration System Under Fluctuation of Organic Load. PCA, SWIS
39  2020 Metabonomics analysis of liver in rats administered with chronic low-dose acrylamide. AA, PCA, UPLC-MS
40  2020 Migrating from partial least squares discriminant analysis to artificial neural networks: a comparison of functionally equivalent visualisation and feature contribution tools using jupyter notebooks. ANNs, ML
41  2020 Monitoring of cannabinoids in hemp flours by MicroNIR/Chemometrics. PLSR
42  2020 Near infrared (NIR)-spectroscopy and in-vitro dissolution absorption system 2 (IDAS2) can help detect changes in the quality of generic drugs. IDAS2, KNN, NIR, NIR, PCA
43  2020 Partial Least Squares Discriminant Analysis and 3D Similarity Perspective Applied to Analyze Comprehensively the Selectivity of Glycogen Synthase Kinase 3 Inhibitors. ACC, Se, Sp
44  2020 Pattern recognition-based Raman spectroscopy for non-destructive detection of pomegranates during maturity. PCA, SIMCA
45  2020 Pharmacodynamics and metabonomics study of Tianma Gouteng Decoction for treatment of spontaneously hypertensive rats with liver-yang hyperactivity syndrome. BP, PCA, RAAS system, SHR, TCM, TGD
46  2020 Predictive Modeling for Metabolomics Data. MS, RF, SVM
47  2020 Profiling versus fingerprinting analysis of sesquiterpene hydrocarbons for the geographical authentication of extra virgin olive oils. HS-SPME-GC-MS, SHs, VOO
48  2020 Qualitative and quantitative diagnosis of nitrogen nutrition of tea plants under field condition using hyperspectral imaging coupled with chemometrics. LNC, LS-SVM, PLSR, SNV
49  2020 Rapid analysis of Saposhnikovia divaricate decoction metabolism in rats by UHPLC-Q-TOFMS and multivariate statistical analysis. PCA, SDD, UHPLC-Q-TOFMS
50  2020 Rapid determination and classification of crude oils by ATR-FTIR spectroscopy and chemometric methods. ATR-FTIR
51  2020 Real time detection of amphetamine in oral fluids by MicroNIR/Chemometrics. AMP, PLS
52  2020 Reduced scale model qualification of 5-L and 250-ml bioreactors using multivariant visualization and Bayesian inferential methods. ambr, RSMs
53  2020 Resistance associated metabolite profiling of Aspergillus leaf spot in cotton through non-targeted metabolomics. OPLS-DA, PCA, RR, RRC, RRI, UPLC-MS
54  2020 Rhodnius spp. are differentiated based on the peptide/protein profile by matrix-assisted laser desorption/ionization mass spectrometry and chemometric tools. ACN/AF, ACN/TFA, ATT, CHCA, DHAP, SA
55  2020 Sensors' array of aspiration ion mobility spectrometer as a tool for bacteria discrimination. FET, MOS, PCA
56  2020 Spectral differentiation of oak wilt from foliar fungal disease and drought is correlated with physiological changes. ---
57  2020 Temporal expression of wound healing-related genes inform wound age estimation in rats after a skeletal muscle contusion: a multivariate statistical model analysis. ---
58  2020 The detection of cannabinoids in veterinary feeds by microNIR/chemometrics: a new analytical platform. CBD, CBG, PLSR, THC
59  2020 Tuberomics: a molecular profiling for the adaption of edible fungi (Tuber magnatum Pico) to different natural environments. GC-MS, PTR-MS
60  2020 Use of energy-dispersive X-ray fluorescence combined with chemometric modelling to classify honey according to botanical variety and geographical origin. BV-C, EDXRF, PCA
61  2020 Visible near infrared reflectance molecular chemical imaging of human ex vivo carcinomas and murine in vivo carcinomas. MCI, Vis-NIR
62  2019 1H NMR metabolomic analysis of skin and blubber of bottlenose dolphins reveals a functional metabolic dichotomy. ---
63  2019 1H NMR-based metabolomics profiling of ten new races from Capsicum annuum cv. serrano produced in Mexico. PCA
64  2019 1H NMR-based metabolomics revealed the protective effects of Guilingji on the testicular dysfunction of aging rats. GLJ, OPLS-DA, TCM
65  2019 A chemometric strategy for forensic analysis of condom residues: Identification and marker profiling of condom brands from direct analysis in real time-high resolution mass spectrometric chemical signatures. DART-HRMS, SDA
66  2019 A Comparative Characterization of Physicochemical and Antioxidants Properties of Processed Heterotrigona itama Honey from Different Origins and Classification by Chemometrics Analysis. ---
67  2019 A comparative study of the volatile profile of wine vinegars with protected designation of origin by headspace stir bar sorptive extraction. ANOVA, HSSE-GC-MS, PDO, VC, VJ, VMM
68  2019 A comparison of electronic nose and gas chromatography-mass spectrometry on discrimination and prediction of ochratoxin A content in Aspergillus carbonarius cultured grape-based medium. OTA, PLSR
69  2019 A deep learning- and partial least square regression-based model observer for a low-contrast lesion detection task in CT. CNN, DL-MO, HO
70  2019 A gas chromatography-mass spectrometry (GC-MS) metabolomic approach in human colorectal cancer (CRC): the emerging role of monosaccharides and amino acids. CRC, GC-MS, MSEA, PCA
71  2019 A green triple-locked strategy based on volatile-compound imaging, chemometrics, and markers to discriminate winter honey and sapium honey using headspace gas chromatography-ion mobility spectrometry. HS-GC-IMS, PCA
72  2019 A high-throughput metabolomics approach for the comprehensive differentiation of four Pulsatilla Adans herbs combined with a nontargeted bidirectional screen for rapid identification of triterpenoid saponins. NTBDS, PSA, ROC, VIP
73  2019 A Hyperspectral Imaging Approach for Classifying Geographical Origins of Rhizoma Atractylodis Macrocephalae Using the Fusion of Spectrum-Image in VNIR and SWIR Ranges (VNIR-SWIR-FuSI). GLCM, GLRLM, RAM, SPA, SVM, TCMs
74  2019 A micro-Raman and chemometric study of urinary tract infection-causing bacterial pathogens in mixed cultures. PCA, SVM, UTI
75  2019 A Multidimensional Approach to Assessing Anthropometric and Aerobic Fitness Profiles of Elite Brazilian Endurance Athletes and Military Personnel. ANOVA, cm, MA
76  2019 A novel similarity search approach for high-performance thin-layer chromatography (HPTLC) fingerprinting of medicinal plants. CART, HPTLC, PCA, Rf
77  2019 A novel strategy for rapidly and accurately screening biomarkers based on ultraperformance liquid chromatography-mass spectrometry metabolomics data. AD, AUROC, FC, UPLC-MS, VIP
78  2019 A Preliminary Study of Uric Metabolomic Alteration for Postpartum Depression Based on Liquid Chromatography Coupled to Quadrupole Time-of-Flight Mass Spectrometry. ---
79  2019 A Quick and Efficient Non-Targeted Screening Test for Saffron Authentication: Application of Chemometrics to Gas-Chromatographic Data. CV, HS-GC-FID, LDA
80  2019 A Raman-based serum constituents' analysis for gastric cancer diagnosis: In vitro study. PLSR
81  2019 A Rapid and Nondestructive Method for Simultaneous Determination of Aflatoxigenic Fungus and Aflatoxin Contamination on Corn Kernels. PLSR, Vis-NIR
82  2019 A rapid ATR-FTIR spectroscopic method for classification of gelatin gummy candies in relation to the gelatin source. HCA, PCA, PCR
83  2019 A simple voltammetric electronic tongue for the analysis of coffee adulterations. GA, LDA, MLR, SPA
84  2019 A Single Standard to Determine Multi-Components Method Coupled with Chemometric Methods for the Quantification, Evaluation and Classification of Notopterygii Rhizoma et Radix from Different Regions. VIP
85  2019 Alteration of the intestinal flora may participate in the development of Graves' disease: a study conducted among the Han population in southwest China. GD
86  2019 Alternative data mining/machine learning methods for the analytical evaluation of food quality and authenticity - A review. CART, k-NN, MCR-ALS, PARAFAC, PCA, RF, SIMCA, SVM
87  2019 Amino Acid Biosignature in Plasma among Ischemic Stroke Subtypes. GC-MS
88  2019 Amino Acids of Seminal Plasma Associated With Freezability of Bull Sperm. GC-MS, GF, PF
89  2019 An Innovative Metabolomic Approach for Golden Rum Classification Combining Ultrahigh-Performance Liquid Chromatography-Orbitrap Mass Spectrometry and Chemometric Strategies. PCA, VIP
90  2019 Analysis of chemosensory markers in cigarette smoke from different tobacco varieties by GCGC-TOFMS and chemometrics. PAH
91  2019 Analysis of metabolites in chardonnay dry white wine with various inactive yeasts by 1H NMR spectroscopy combined with pattern recognition analysis. NMR, PCA
92  2019 Analysis of metabolome changes in the HepG2 cells of apatinib treatment by using the NMR-based metabolomics. 1 H NMR, OPLS-DA, VEGF
93  2019 Analysis of the Volatile Components in Selaginella doederleinii by Headspace Solid Phase Microextraction-Gas Chromatography-Mass Spectrometry. PDMS-DVB, SD
94  2019 Antioxidant activity and the isolation of polyphenols and new iridoids from Chilean Gaultheria phillyreifolia and G. poeppigii berries. CCC
95  2019 Application of an Array of Metal-Oxide Semiconductor Gas Sensors in an Assistant Personal Robot for Early Gas Leak Detection. APR, MOx
96  2019 Application of Chemometric Algorithms in the High-Performance Thin-Layer Chromatography Fingerprint of Traditional Chinese Medicines. ANN, k-NN, TCMs
97  2019 Application of GC/MS-Based Metabonomic Profiling in Studying the Therapeutic Effects of Aconitum carmichaeli with Ampelopsis japonica Extract on Collagen-Induced Arthritis in Rats. AA, AA, AC, AJ, CIA, MetPA, RA, SVM, TCM
98  2019 Application of Near-Infrared Hyperspectral Imaging with Machine Learning Methods to Identify Geographical Origins of Dry Narrow-Leaved Oleaster (Elaeagnus angustifolia) Fruits. CNN, SVM
99  2019 Application of near-infrared spectroscopy for frozen-thawed characterization of cuttlefish (Sepia officinalis). FT, NIRS
100  2019 Application of Spectroscopic UV-Vis and FT-IR Screening Techniques Coupled with Multivariate Statistical Analysis for Red Wine Authentication: Varietal and Vintage Year Discrimination. LDA, PCA, PCs