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■ Abbreviation / Long Form : PCA-LDA / principal component analysis-linear discriminant analysis

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Total Number of Papers: 63
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Abbreviation:   PCA-LDA  (>> Co-occurring Abbreviation)
Long Form:   principal component analysis-linear discriminant analysis
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No. Year Title Co-occurring Abbreviation
2020 Combining surface-enhanced Raman scattering (SERS) of saliva and two-dimensional shear wave elastography (2D-SWE) of the parotid glands in the diagnosis of Sjogren's syndrome. SERS, SjS
2020 Effect of thermal oxidation on detection of adulteration at low concentrations in extra virgin olive oil: Study based on laser-induced fluorescence spectroscopy combined with KPCA-LDA. EVOO, KPCA-LDA
2020 Filter-Membrane-Based Ultrafiltration Coupled with Surface-Enhanced Raman Spectroscopy for Potential Differentiation of Benign and Malignant Thyroid Tumors from Blood Plasma. ---
2020 Label-free detection of multiple genitourinary cancers from urine by surface-enhanced Raman spectroscopy. SERS
2020 Raman analysis reveals biochemical differences in plasma of Crohn's Disease patients. CD, CD, HC
2020 Raman spectroscopy combined with multivariate analysis to study the biochemical mechanism of lung cancer microwave ablation. LOOCV, LSCC, MWA
2020 Rapid intraoperative diagnosis of gynecological cancer by ATR-FTIR spectroscopy of fresh tissue biopsy. ATR, FS, FTIR
2020 Surface-enhanced Raman spectroscopy of preoperative serum samples predicts Gleason grade group upgrade in biopsy Gleason grade group 1 prostate cancer. GG, GG1, SERS
2020 Towards normalization selection of Raman data in the context of protein glycation: application of validity indices to PCA processed spectra. EMSC, MSC, PCA, SNV
10  2019 A novel urine analysis technique combining affinity chromatography with Au nanoparticle based surface enhanced Raman spectroscopy for potential applications in non-invasive cancer screening. AC, SERS
11  2019 ATR-FTIR spectroscopy non-destructively detects damage-induced sour rot infection in whole tomato fruit. MIR
12  2019 Classification of condom lubricants in cyanoacrylate treated fingerprints by desorption electrospray ionization mass spectrometry. CA, DESI-MS, PDMS, PEG
13  2019 Data fusion of GC-IMS data and FT-MIR spectra for the authentication of olive oils and honeys-is it worth to go the extra mile? HS-GC-IMS, PLS-DA
14  2019 Evaluation of Kluyveromyces marxianus endo-polygalacturonase activity through ATR-FTIR. ATR-FTIR, DNS, PCA-LDC, PGA
15  2019 Fourier transform infrared spectroscopy and chemometrics for the discrimination of paper relic types. LS-SVM, PLS-DA, PLS-LDA, SIMCA
16  2019 FTIR-based spectrum of salivary exosomes coupled with computational-aided discriminating analysis in the diagnosis of oral cancer. FTIR, HI, IR, OC, SVM
17  2019 Improving data splitting for classification applications in spectrochemical analyses employing a random-mutation Kennard-Stone algorithm approach. KS, MLM, RS
18  2019 Knee osteoarthritis grading by resonant Raman and surface-enhanced Raman scattering (SERS) analysis of synovial fluid. OA, SERS, SF
19  2019 Label-free diagnosis of lung cancer with tissue-slice surface-enhanced Raman spectroscopy and statistical analysis. SERS
20  2019 Picosecond Infrared Laser Desorption Mass Spectrometry Identifies Medulloblastoma Subgroups on Intrasurgical Timescales. MB, PIRL-MS
21  2019 Rapid discrimination of colon cancer cells with single base mutation in KRAS gene segment using laser tweezers Raman spectroscopy. LTRS, MT, WT
22  2019 SERS-based differential diagnosis between multiple solid malignancies: breast, colorectal, lung, ovarian and oral cancer. SERS
23  2019 SERS-based liquid biopsy of saliva and serum from patients with Sjogren's syndrome. SERS, SjS
24  2019 Spectroscopic identification of benign (follicular adenoma) and cancerous lesions (follicular thyroid carcinoma) in thyroid tissues. FTA, FTIR, WIFTC
25  2019 Surface-enhanced Raman spectroscopy before radical prostatectomy predicts biochemical recurrence better than CAPRA-S. CAPRA, CAPRA-S, ROC, RP, SERS
26  2019 Surface-enhanced raman spectroscopy: A non invasive alternative procedure for early detection in childhood asthma biomarkers in saliva. GINA, SERS
27  2018 Combining SERS analysis of serum with PSA levels for improving the detection of prostate cancer. PSA, SERS
28  2018 Discrimination of Single Living Rat Pancreatic alpha, beta, delta, and Pancreatic Polypeptide (PP) Cells Using Raman Spectroscopy. PP
29  2018 Feasibility of desorption electrospray ionization mass spectrometry for diagnosis of oral tongue squamous cell carcinoma. DESI-MS, SCC
30  2018 Investigating the autophagy pathway in silver@gold core-shell nanoparticles-treated cells using surface-enhanced Raman scattering. SERS
31  2018 Solvent effects on differentiation of mouse brain tissue using laser microdissection 'cut and drop' sampling with direct mass spectral analysis. SWATH, TOF
32  2018 The classification of lung cancers and their degree of malignancy by FTIR, PCA-LDA analysis, and a physics-based computational model. FTIR
33  2017 Development of a high throughput (HT) Raman spectroscopy method for rapid screening of liquid blood plasma from prostate cancer patients. FTIR, HT
34  2017 Fourier transform infra-red spectroscopic signatures for lung cells' epithelial mesenchymal transition: A preliminary report. EMT, FFS, FTIR, IR
35  2017 Geographical origin discrimination of lentils (Lens culinaris Medik.) using 1H NMR fingerprinting and multivariate statistical analyses. k-NN, PLS-DA, SIMCA
36  2017 Infrared Spectroscopy Coupled with a Dispersion Model for Quantifying the Real-Time Dynamics of Kanamycin Resistance in Artificial Microbiota. ARGs, ATR-FTIR
37  2017 Noninvasive detection of nasopharyngeal carcinoma based on saliva proteins using surface-enhanced Raman spectroscopy. NPC, SERS
38  2017 Raman micro-spectroscopy applied to treatment resistant and sensitive human ovarian cancer cells. ---
39  2017 Understanding the antimicrobial activity of selected disinfectants against methicillin-resistant Staphylococcus aureus (MRSA). FTIR, MRSA
40  2016 Non-invasive and label-free detection of oral squamous cell carcinoma using saliva surface-enhanced Raman spectroscopy and multivariate analysis. LR, OSCC, SERS
41  2016 Non-invasive detection of nasopharyngeal carcinoma using saliva surface-enhanced Raman spectroscopy. NPC, SERS
42  2016 Perfluoroalkylated Substance Effects in Xenopus laevis A6 Kidney Epithelial Cells Determined by ATR-FTIR Spectroscopy and Chemometric Analysis. ASCA, ATR-FTIR, PFASs, PFBS, PFNA, PFOA, PFOS
43  2016 Raman spectroscopy for cytopathology of exfoliated cervical cells. CIN, PCA, SIL
44  2015 Differentiation of prostate cancer from normal tissue in radical prostatectomy specimens by desorption electrospray ionization and touch spray ionization mass spectrometry. DESI, TS
45  2015 Ensemble multivariate analysis to improve identification of articular cartilage disease in noisy Raman spectra. OA, SNR
46  2015 MALDI-Mass Spectrometric Imaging Revealing Hypoxia-Driven Lipids and Proteins in a Breast Tumor Model. HIF-1, HRE, MSI
47  2015 The use of mass spectrometry imaging to predict treatment response of patient-derived xenograft models of triple-negative breast cancer. MALDI, MSI, TMA, TNBC
48  2014 Exploitation of the hepatic stellate cell Raman signature for their detection in native tissue samples. ASMA, GFAP, HSCs
49  2014 Using color histograms and SPA-LDA to classify bacteria. HSV, PLS-DA, RGB, SIMCA, SPA-LDA, SPA-LDA
50  2014 Utilising non-consensus pathology measurements to improve the diagnosis of oesophageal cancer using a Raman spectroscopic probe. ---
51  2014 [Analysis of infrared spectra of 60 kinds of plant extract of traditional Chinese medicine and study on the identification and evaluation of characteristics of the regional markers associated with cold and heat nature]. LDA, Logistic-DA, PLS-DA, RF, SVM
52  2013 Autofluorescence spectroscopy augmented by multivariate analysis as a potential noninvasive tool for early diagnosis of oral cavity disorders. AF, FAD, SIR
53  2013 Discrimination between benign, primary and secondary malignancies in lymph nodes from the head and neck utilising Raman spectroscopy and multivariate analysis. PLS-DA, RS
54  2013 Evaluation of ATR-FTIR spectroscopy with multivariate analysis to study the binding mechanisms of ZnO nanoparticles or Zn2+ to Chelex-100 or metsorb. ATR-FTIR, DGT, IR, NPs
55  2013 New discrimination method combining hit quality index based spectral matching and voting. HQI, k-NN, LGO, NIR, PLS-DA
56  2013 [Pattern recognition for traditional Chinese medicine nature of 60 kinds of herbal medicine based on high performance capillary electrophoresis fingerprint]. LDA, Logistic-DA, PLS-DA, RF, SVM
57  2012 Alterations in the biomolecular signatures of developing chick corneas as determined by biospectroscopy and multivariate analysis. ATR-FTIR
58  2012 Exploiting the brain's network structure in identifying ADHD subjects. ADHD, fMRI
59  2011 FTIR spectral signatures of mouse antral oocytes: molecular markers of oocyte maturation and developmental competence. NSN
60  2011 Sublethal genotoxicity and cell alterations by organophosphorus pesticides in MCF-7 cells: implications for environmentally relevant concentrations. AChE, Bcl-2, IMP, IR, OPP
61  2010 A spectral phenotype of oncogenic human papillomavirus-infected exfoliative cervical cytology distinguishes women based on age. ATR-FTIR, HPV, IR
62  2008 Assessing effects of pre-processing mass spectrometry data on classification performance. GA-KNN, MS, NN, SVM
63  2006 Novel round-robin tabu search algorithm for prostate cancer classification and diagnosis using multispectral imagery. RR-TS