Related references
Note: Only part of the references are listed.Tutorial: multivariate classification for vibrational spectroscopy in biological samples
Camilo L. M. Morais et al.
NATURE PROTOCOLS (2020)
Comparability of Raman Spectroscopic Configurations: A Large Scale Cross-Laboratory Study
Shuxia Guo et al.
ANALYTICAL CHEMISTRY (2020)
Simultaneous isolation and label-free identification of bacteria using contactless dielectrophoresis and Raman spectroscopy
Cynthia Hanson et al.
ELECTROPHORESIS (2019)
Raman spectroscopy detects metabolic signatures of radiation response and hypoxic fluctuations in non-small cell lung cancer
Samantha J. Van Nest et al.
BMC CANCER (2019)
Universal detection of body fluid traces in situ with Raman hyperspectroscopy for forensic purposes: Evaluation of a new detection algorithm (HAMAND) using semen samples
Gregory McLaughlin et al.
JOURNAL OF RAMAN SPECTROSCOPY (2019)
Standardization of complex biologically derived spectrochemical datasets
Camilo L. M. Morais et al.
NATURE PROTOCOLS (2019)
Analyzing Raman spectroscopic data
Oleg Ryabchykov et al.
PHYSICAL SCIENCES REVIEWS (2019)
Design and Clinical Verification of Surface Enhanced Raman Spectroscopy Diagnostic Technology for Individual Cancer Risk Prediction
Kevin M. Koo et al.
ACS NANO (2018)
The application of UV resonance Raman spectroscopy for the differentiation of clinically relevant Candida species
Anja Silge et al.
ANALYTICAL AND BIOANALYTICAL CHEMISTRY (2018)
Unravelling the Metabolic Progression of Breast Cancer Cells to Bone Metastasis by Coupling Raman Spectroscopy and a Novel Use of Mcr-Als Algorithm
Monica Marro et al.
ANALYTICAL CHEMISTRY (2018)
Extended Multiplicative Signal Correction Based Model Transfer for Raman Spectroscopy in Biological Applications
Shuxia Guo et al.
ANALYTICAL CHEMISTRY (2018)
Raman Microspectroscopic Evidence for the Metabolism of a Tyrosine Kinase Inhibitor, Neratinib, in Cancer Cells
Karim Aljakouch et al.
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2018)
Multivariate comparison of classification performance measures
Davide Ballabio et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2018)
Model transfer for Raman-spectroscopy-based bacterial classification
Shuxia Guo et al.
JOURNAL OF RAMAN SPECTROSCOPY (2018)
Combination of laser-induced breakdown spectroscopy and Raman spectroscopy for multivariate classification of bacteria
D. Prochazka et al.
SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY (2018)
Spectral reconstruction for shifted-excitation Raman difference spectroscopy (SERDS)
Shuxia Guo et al.
TALANTA (2018)
Raman spectroscopy for forensic purposes: Recent applications for serology and gunshot residue analysis
Kyle C. Doty et al.
TRAC-TRENDS IN ANALYTICAL CHEMISTRY (2018)
Sample-Size Planning for Multivariate Data: A Raman-Spectroscopy-Based Example
Nairveen Ali et al.
ANALYTICAL CHEMISTRY (2018)
Bloodstains, paintings, and drugs: Raman spectroscopy applications in forensic science
Shelby R. Khandasammy et al.
FORENSIC CHEMISTRY (2018)
Cultivation-Free Raman Spectroscopic Investigations of Bacteria
Bjoern Lorenz et al.
TRENDS IN MICROBIOLOGY (2017)
Towards an improvement of model transferability for Raman spectroscopy in biological applications
Shuxia Guo et al.
VIBRATIONAL SPECTROSCOPY (2017)
Deep convolutional neural networks for Raman spectrum recognition: a unified solution
Jinchao Liu et al.
ANALYST (2017)
Common mistakes in cross-validating classification models
Shuxia Guo et al.
ANALYTICAL METHODS (2017)
Consensus Outlier Detection Using Sum of Ranking Differences of Common and New Outlier Measures Without Tuning Parameter Selections
Brett Brownfield et al.
ANALYTICAL CHEMISTRY (2017)
Multivariate statistical process control (MSPC) using Raman spectroscopy for in-line culture cell monitoring considering time-varying batches synchronized with correlation optimized warping (COW)
Ya-Juan liu et al.
ANALYTICA CHIMICA ACTA (2017)
Raman Based Molecular Imaging and Analytics: A Magic Bullet for Biomedical Applications!?
Thomas W. Bocklitz et al.
ANALYTICAL CHEMISTRY (2016)
Systematic evaluation of the biological variance within the Raman based colorectal tissue diagnostics
Nadine Vogler et al.
JOURNAL OF BIOPHOTONICS (2016)
Optimization of Raman-spectrum baseline correction in biological application
Shuxia Guo et al.
ANALYST (2016)
Boosting model performance and interpretation by entangling preprocessing selection and variable selection
Jan Gerretzen et al.
ANALYTICA CHIMICA ACTA (2016)
Demonstration of Carbon Catabolite Repression in Naphthalene Degrading Soil Bacteria via Raman Spectroscopy Based Stable Isotope Probing
Vinay B. N. Kumar et al.
ANALYTICAL CHEMISTRY (2016)
Clinical instrumentation and applications of Raman spectroscopy
Isaac Pence et al.
CHEMICAL SOCIETY REVIEWS (2016)
Automatization of spike correction in Raman spectra of biological samples
Oleg Ryabchykov et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2016)
Approaches to Sample Size Determination for Multivariate Data: Applications to PCA and PLS-DA of Omics Data
Edoardo Saccenti et al.
JOURNAL OF PROTEOME RESEARCH (2016)
Raman spectroscopy in forensic analysis: identification of cocaine and other illegal drugs of abuse
Ciro Augusto Fernandes de Oliveira Penido et al.
JOURNAL OF RAMAN SPECTROSCOPY (2016)
Using Raman spectroscopy to characterize biological materials
Holly J. Butler et al.
NATURE PROTOCOLS (2016)
Comment: The FAIR Guiding Principles for scientific data management and stewardship
Mark D. Wilkinson et al.
SCIENTIFIC DATA (2016)
Rapid bacterial antibiotic susceptibility test based on simple surface-enhanced Raman spectroscopic biomarkers
Chia-Ying Liu et al.
SCIENTIFIC REPORTS (2016)
Raman spectroscopy for medical diagnostics - From in-vitro biofluid assays to in-vivo cancer detection
Kenny Kong et al.
ADVANCED DRUG DELIVERY REVIEWS (2015)
Vibrational spectroscopic imaging of living systems: An emerging platform for biology and medicine
Ji-Xin Cheng et al.
SCIENCE (2015)
Spectrometer calibration protocol for Raman spectra recorded with different excitation wavelengths
T. W. Bocklitz et al.
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY (2015)
Chemometrics and qualitative analysis have a vibrant relationship
Ewa Szymanska et al.
TRAC-TRENDS IN ANALYTICAL CHEMISTRY (2015)
Analytical Figures of Merit: From Univariate to Multiway Calibration
Alejandro C. Olivieri
CHEMICAL REVIEWS (2014)
Variable selection based on locally linear embedding mapping for near-infrared spectral analysis
Ruifeng Shan et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2014)
Sample size estimation in diagnostic test studies of biomedical informatics
Karimollah Hajian-Tilaki
JOURNAL OF BIOMEDICAL INFORMATICS (2014)
Using Fourier transform IR spectroscopy to analyze biological materials
Matthew J. Baker et al.
NATURE PROTOCOLS (2014)
Sample size planning for classification models
Claudia Beleites et al.
ANALYTICA CHIMICA ACTA (2013)
Warping methods for spectroscopic and chromatographic signal alignment: A tutorial
Tom G. Bloemberg et al.
ANALYTICA CHIMICA ACTA (2013)
Circumventing substrate interference in the Raman spectroscopic identification of blood stains
Gregory McLaughlin et al.
FORENSIC SCIENCE INTERNATIONAL (2013)
Breaking with trends in pre-processing?
Jasper Engel et al.
TRAC-TRENDS IN ANALYTICAL CHEMISTRY (2013)
M-Isomap: Orthogonal Constrained Marginal Isomap for Nonlinear Dimensionality Reduction
Zhao Zhang et al.
IEEE TRANSACTIONS ON CYBERNETICS (2013)
Identification of Bacillus anthracis via Raman Spectroscopy and Chemometric Approaches
S. Stoeckel et al.
ANALYTICAL CHEMISTRY (2012)
Extended multiplicative signal correction in vibrational spectroscopy, a tutorial
Nils Kristian Afseth et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2012)
Fluorescence suppression using wavelength modulated Raman spectroscopy in fiber-probe-based tissue analysis
Bavishna B. Praveen et al.
JOURNAL OF BIOMEDICAL OPTICS (2012)
How to pre-process Raman spectra for reliable and stable models?
Thomas Bocklitz et al.
ANALYTICA CHIMICA ACTA (2011)
Sum of ranking differences for method discrimination and its validation: comparison of ranks with random numbers
Karoly Heberger et al.
JOURNAL OF CHEMOMETRICS (2011)
Spectral unmixing and clustering algorithms for assessment of single cells by Raman microscopic imaging
Martin Hedegaard et al.
THEORETICAL CHEMISTRY ACCOUNTS (2011)
Checking and Improving Calibration of Raman Spectra using Chemometric Approaches
Thomas Doerfer et al.
ZEITSCHRIFT FUR PHYSIKALISCHE CHEMIE-INTERNATIONAL JOURNAL OF RESEARCH IN PHYSICAL CHEMISTRY & CHEMICAL PHYSICS (2011)
Towards detection and identification of circulating tumour cells using Raman spectroscopy
U. Neugebauer et al.
ANALYST (2010)
Principles of Proper Validation: use and abuse of re-sampling for validation
Kim H. Esbensen et al.
JOURNAL OF CHEMOMETRICS (2010)
Development of a time-gated system for Raman spectroscopy of biological samples
Florian Knorr et al.
OPTICS EXPRESS (2010)
Method for automated background subtraction from Raman spectra containing known contaminants
Brooke D. Beier et al.
ANALYST (2009)
Calibration Maintenance and Transfer Using Tikhonov Regularization Approaches
John H. Kalivas et al.
APPLIED SPECTROSCOPY (2009)
Effect size, confidence interval and statistical significance: a practical guide for biologists
Shinichi Nakagawa et al.
BIOLOGICAL REVIEWS (2007)
Statistical validation of classification and calibration models using bootstrapped Latin partitions
Peter de Boves Harrington
TRAC-TRENDS IN ANALYTICAL CHEMISTRY (2006)
Reducing the dimensionality of data with neural networks
G. E. Hinton et al.
SCIENCE (2006)
Effects of pre-processing of Raman spectra on in vivo classification of nutrient status of microalgal cells
Philip Heraud et al.
JOURNAL OF CHEMOMETRICS (2006)
Representative sampling for reliable data analysis: Theory of Sampling
L Petersen et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2005)
Vertex component analysis: A fast algorithm to unmix hyperspectral data
JMP Nascimento et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2005)
Subsurface probing in diffusely scattering media using spatially offset Raman spectroscopy
P Matousek et al.
APPLIED SPECTROSCOPY (2005)
Correlation optimized warping and dynamic time warping as preprocessing methods for chromatographic data
G Tomasi et al.
JOURNAL OF CHEMOMETRICS (2004)
Partial least squares for discrimination
M Barker et al.
JOURNAL OF CHEMOMETRICS (2003)
Automated method for subtraction of fluorescence from biological Raman spectra
CA Lieber et al.
APPLIED SPECTROSCOPY (2003)
Automated fluorescence rejection using shifted excitation Raman difference Spectroscopy
J Zhao et al.
APPLIED SPECTROSCOPY (2002)
Dimension reduction of process dynamic trends using independent component analysis
RF Li et al.
COMPUTERS & CHEMICAL ENGINEERING (2002)
Share Paper
