Measuring similarity and improving stability in biomarker identification methods applied to Fourier-transform infrared (FTIR) spectroscopy

Fourier-transform infrared spectroscopy coupled with a classification machine for the analysis of blood plasma or serum: a novel diagnostic approach for ovarian cancer

(2013) Ketan Gajjar et al.   ANALYST

Diagnostic segregation of human brain tumours using Fourier-transform infrared and/or Raman spectroscopy coupled with discriminant analysis

(2012) Ketan Gajjar et al.   Analytical Methods

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Fourier-transform infrared spectroscopy discriminates a spectral signature of endometriosis independent of inter-individual variation

(2011) Karen T. Cheung et al.   ANALYST

Derivation by Infrared Spectroscopy with Multivariate Analysis of Bimodal Contaminant-Induced Dose-Response Effects in MCF-7 Cells

(2011) Valon Llabjani et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Biospectroscopy to metabolically profile biomolecular structure: a multistage approach linking computational analysis with biomarkers

(2011) Jemma G. Kelly et al.   JOURNAL OF PROTEOME RESEARCH

Syrian hamster embryo (SHE) assay (pH 6.7) coupled with infrared spectroscopy and chemometrics towards toxicological assessment

(2010) Júlio Trevisan et al.   ANALYST

Robust classification of low-grade cervical cytology following analysis with ATR-FTIR spectroscopy and subsequent application of self-learning classifier eClass

(2010) Jemma G. Kelly et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Binary Mixture Effects by PBDE Congeners (47, 153, 183, or 209) and PCB Congeners (126 or 153) in MCF-7 Cells: Biochemical Alterations Assessed by IR Spectroscopy and Multivariate Analysis

(2010) Valon Llabjani et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Distinguishing cell types or populations based on the computational analysis of their infrared spectra

(2010) Francis L Martin et al.   Nature Protocols

Differential diagnosis of cutaneous carcinomas by infrared spectral micro-imaging combined with pattern recognition

(2009) Elodie Ly et al.   ANALYST

Robust biomarker identification for cancer diagnosis with ensemble feature selection methods

(2009) Thomas Abeel et al.   BIOINFORMATICS

Assessing and improving the stability of chemometric models in small sample size situations

(2008) Claudia Beleites et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Evolving Fuzzy-Rule-Based Classifiers From Data Streams

(2008) P.P. Angelov et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS