Metabolic profiling using principal component analysis, discriminant partial least squares, and genetic algorithms.
about
From numbers to a biological sense: How the strategy chosen for metabolomics data treatment may affect final results. A practical example based on urine fingerprints obtained by LC-MS.Data-handling strategies for metabonomic studies: example of the UHPLC-ESI/ToF urinary signature of tetrahydrocannabinol in humans.Constructing Metabolic Association Networks Using High-dimensional Mass Spectrometry Data.PLS-Based and Regularization-Based Methods for the Selection of Relevant Variables in Non-targeted Metabolomics DataOvarian cancer detection from metabolomic liquid chromatography/mass spectrometry data by support vector machines.Metabonomics based NMR in Crohn's disease applying PLS-DAMetabolomics of aerobic metabolism in mice selected for increased maximal metabolic rate.1H NMR metabolomics study of age profiling in children.Metabolomics--a novel window into inflammatory disease.NMR and GC-MS based metabolic profiling and free-radical scavenging activities of Cordyceps pruinosa mycelia cultivated under different media and light conditionsMulti-TGDR, a multi-class regularization method, identifies the metabolic profiles of hepatocellular carcinoma and cirrhosis infected with hepatitis B or hepatitis C virusRevisiting Protocols for the NMR Analysis of Bacterial MetabolomesMultivariate Analysis in Metabolomics.Metabolic Impacts of Using Nitrogen and Copper-Regulated Promoters to Regulate Gene Expression in Neurospora crassa.Raman spectroscopy of blood serum for Alzheimer's disease diagnostics: specificity relative to other types of dementiaMetabolic Profiling of Intact Arabidopsis thaliana Leaves during Circadian Cycle Using 1H High Resolution Magic Angle Spinning NMRSoil type recognition as improved by genetic algorithm-based variable selection using near infrared spectroscopy and partial least squares discriminant analysisIon mobility mass spectrometry enhances low-abundance species detection in untargeted lipidomics.Metabolic profiling predicts response to anti-tumor necrosis factor α therapy in patients with rheumatoid arthritis.Application of chemometric techniques in search of clinically applicable biomarkers of disease.Omics for aquatic ecotoxicology: control of extraneous variability to enhance the analysis of environmental effects.Use of microbial indicators combined with environmental factors coupled to metrology tools for discrimination and classification of Luzhou-flavored pit muds.Integrated analysis of zone-specific protein and metabolite profiles within nitrogen-fixing Medicago truncatula-Sinorhizobium medicae nodules.Probing Cancer Cell Metabolism Using NMR Spectroscopy.Metabonomics study on the hot syndrome of traditional Chinese medicine by rapid resolution liquid chromatography combined with quadrupole time-of-flight tandem mass spectrometry.A critical assessment of feature selection methods for biomarker discovery in clinical proteomics.Novel application of heuristic optimisation enables the creation and thorough evaluation of robust support vector machine ensembles for machine learning applicationsEffect of acupuncture on rats with acute gouty arthritis inflammation: a metabonomic method for profiling of both urine and plasma metabolic perturbation.¹H and ¹³C NMR-based sugar profiling with chemometric analysis and antioxidant activity of herbhoneys and honeys.NMR window of molecular complexity showing homeostasis in superorganisms.Octreotide prevents liver failure through upregulating 5'-methylthioadenosine in extended hepatectomized rats.Metabolomics and Precision Medicine in Trauma: The State of the Field.Hybrid model based on Genetic Algorithms and SVM applied to variable selection within fruit juice classification.Ecometabolomics: optimized NMR-based methodNuclear Magnetic Resonance technique in tumor metabolismSalivary metabolic profile of children and adolescents after hemodialysisLongitudinal evaluation of salivary profile from children with dental caries before and after treatmentSalivary metabolite signatures of children with and without dental caries lesions
P2860
Q30649914-E98A7375-94CE-4BFE-B406-E51A6B4F8620Q30658279-A67AFA6D-76A2-495D-A8CC-BF1930CFAB76Q30870929-F3B6BAE8-889C-4CDF-8F68-2979498FC884Q31120773-22B779E2-A690-43D6-8087-FEEF4140D68CQ33495701-2963D64D-D4F7-43A3-8C01-DC1E61875264Q33596759-38857FD2-4D0A-404E-B7AC-5BAD6F761B33Q33837560-918BE99D-F10B-408D-A970-676762EC46C7Q34980916-B19A5D8A-8118-4FCD-8234-B39B8F1A6C34Q35112344-D1DEB24D-D814-4D90-83AB-C31114ECEBE9Q35114740-D1CEB4D3-BDB4-4477-9654-41E9D7D80129Q35140809-2FD8F0E3-6B80-423C-8471-A95D8326EB2EQ35733896-90E3B449-21B8-4DC9-9ABD-106FB9BCC78AQ35734334-71C2EF4D-4FBF-43A6-B8E0-BD6D4D2DE6B1Q36012709-02353EDF-4BCA-4EE5-953B-432397CD1F1EQ36074237-F2CC1A67-A9FC-428C-83D4-FB0CD49687E9Q36143180-A16E06D2-69E4-454A-A1AC-C9C3DA2F575AQ36293686-6907D9AB-F1E4-4BEF-9081-1369323941D2Q36554791-8766F7FB-94A9-40BF-ACE7-DF1067DDC95FQ37023883-2D08120E-C53D-4E31-B259-EB0922C0EC41Q38243626-1B3C1589-0ED8-4E39-BA58-73D7D2928809Q38397747-A4D26F70-095F-4616-B429-E6F6621F2AF5Q38665390-80F347BD-3488-447D-A633-FDD15781C885Q38682334-19EE4244-A8DC-459A-8438-A24C00095640Q38871423-2784F3F4-DD36-4AF0-9BF9-A71DBC0393E2Q40232916-2C5E6C33-FCAC-419E-8FFA-0E28117DDFEFQ41894005-AA5DA3ED-B284-4A90-B92A-34C9C09B460DQ41905684-2BC75BA8-03B2-4568-B54B-8AFB64D63D4AQ43930253-84BB3FAD-9BC4-4396-B624-3B6267BD68D7Q45746691-E8F3FDA0-4029-433E-881F-C06BDA887119Q45944514-8AC3C6E2-890B-49BC-993E-A043B9A88668Q47654377-03148BF6-550D-4005-8273-1671A9257E12Q49558460-234C3E67-A749-4A18-9659-50FDE1214948Q51120792-0FCEC80B-4351-4599-8C74-145F54DD1651Q56990876-F6671DB3-C3DC-4710-B4E6-9A02AA5544A9Q57095244-FD3C2F71-F83E-4D1A-B8FD-0E056F68EBE8Q57268026-72732C44-A1C9-4B00-9594-3CB27D7861A5Q57268038-E94628D7-0360-41BD-A20A-D0B96814CEE2Q57268046-4E3DA14C-0646-45E4-B4BA-9ACE6B9599E6
P2860
Metabolic profiling using principal component analysis, discriminant partial least squares, and genetic algorithms.
description
2005 nî lūn-bûn
@nan
2005年の論文
@ja
2005年学术文章
@wuu
2005年学术文章
@zh
2005年学术文章
@zh-cn
2005年学术文章
@zh-hans
2005年学术文章
@zh-my
2005年学术文章
@zh-sg
2005年學術文章
@yue
2005年學術文章
@zh-hant
name
Metabolic profiling using prin ...... uares, and genetic algorithms.
@en
Metabolic profiling using prin ...... uares, and genetic algorithms.
@nl
type
label
Metabolic profiling using prin ...... uares, and genetic algorithms.
@en
Metabolic profiling using prin ...... uares, and genetic algorithms.
@nl
prefLabel
Metabolic profiling using prin ...... uares, and genetic algorithms.
@en
Metabolic profiling using prin ...... uares, and genetic algorithms.
@nl
P2093
P1433
P1476
Metabolic profiling using prin ...... uares, and genetic algorithms.
@en
P2093
P304
P356
10.1016/J.TALANTA.2005.08.042
P407
P577
2005-09-19T00:00:00Z