Model based variable selection as a tool to highlight biological differences in Raman spectra of cells

Tumor margin identification and prediction of the primary tumor from brain metastases using FTIR imaging and support vector machines

(2013) Norbert Bergner et al.   ANALYST

Raman spectroscopic grading of astrocytoma tissues: using soft reference information

(2011) Claudia Beleites et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Support vector machine ensembles for breast cancer type prediction from mid-FTIR micro-calcification spectra

(2011) Martina Sattlecker et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Characterizing variability in in vivo Raman spectroscopic properties of different anatomical sites of normal tissue in the oral cavity

(2011) Mads Sylvest Bergholt et al.   JOURNAL OF RAMAN SPECTROSCOPY

Towards detection and identification of circulating tumour cells using Raman spectroscopy

(2010) U. Neugebauer et al.   ANALYST

Studies of chemical fixation effects in human cell lines using Raman microspectroscopy

(2010) Aidan D. Meade et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Discriminating Isogenic Cancer Cells and Identifying Altered Unsaturated Fatty Acid Content as Associated with Metastasis Status, Using K-Means Clustering and Partial Least Squares-Discriminant Analysis of Raman Maps

(2010) Martin Hedegaard et al.   ANALYTICAL CHEMISTRY

Assessment of Cell Line Models of Primary Human Cells by Raman Spectral Phenotyping

(2010) Robin J. Swain et al.   BIOPHYSICAL JOURNAL

Interpretation of partial least squares regression models by means of target projection and selectivity ratio plots

(2010) Olav M. Kvalheim   JOURNAL OF CHEMOMETRICS

Variable selection in regression-a tutorial

(2010) C. M. Andersen et al.   JOURNAL OF CHEMOMETRICS

Assessment of robustness and transferability of classification models built for cancer diagnostics using Raman spectroscopy

(2010) Martina Sattlecker et al.   JOURNAL OF RAMAN SPECTROSCOPY

Impact of fixation on in vitro cell culture lines monitored with Raman spectroscopy

(2009) Melissa M. Mariani et al.   ANALYST

Raman and CARS microspectroscopy of cells and tissues

(2009) Christoph Krafft et al.   ANALYST

A comprehensive study of classification methods for medical diagnosis

(2009) Thomas Bocklitz et al.   JOURNAL OF RAMAN SPECTROSCOPY

Comparative materials differences revealed in engineered bone as a function of cell-specific differentiation

(2009) Eileen Gentleman et al.   NATURE MATERIALS

Spectral Monitoring of Surfactant Clearance during Alveolar Epithelial Type II Cell Differentiation

(2008) Robin J. Swain et al.   BIOPHYSICAL JOURNAL

Biomarker discovery in mass spectral profiles by means of selectivity ratio plot

(2008) Tarja Rajalahti et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS