Developing Fully Automated Quality Control Methods for Preprocessing Raman Spectra of Biomedical and Biological Samples

Vibrational spectroscopy as a tool for studying drug-cell interaction: Could high throughput vibrational spectroscopic screening improve drug development?

(2017) Lauren E. Jamieson et al.   VIBRATIONAL SPECTROSCOPY

Light in diagnosis, therapy and surgery

(2017) Seok Hyun Yun et al.   Nature Biomedical Engineering

Optimization of Raman-spectrum baseline correction in biological application

(2016) Shuxia Guo et al.   ANALYST

Kernel principal component analysis residual diagnosis (KPCARD): An automated method for cosmic ray artifact removal in Raman spectra

(2016) Boyan Li et al.   ANALYTICA CHIMICA ACTA

Boosting model performance and interpretation by entangling preprocessing selection and variable selection

(2016) Jan Gerretzen et al.   ANALYTICA CHIMICA ACTA

Automatic Spike Removal Algorithm for Raman Spectra

(2016) Yao Tian et al.   APPLIED SPECTROSCOPY

Raman and infra-red microspectroscopy: towards quantitative evaluation for clinical research by ratiometric analysis

(2016) Srividya Kumar et al.   CHEMICAL SOCIETY REVIEWS

Spectral pre and post processing for infrared and Raman spectroscopy of biological tissues and cells

(2016) Hugh J. Byrne et al.   CHEMICAL SOCIETY REVIEWS

Developing and understanding biofluid vibrational spectroscopy: a critical review

(2016) Matthew J. Baker et al.   CHEMICAL SOCIETY REVIEWS

Developments in spontaneous and coherent Raman scattering microscopic imaging for biomedical applications

(2016) C. Krafft et al.   CHEMICAL SOCIETY REVIEWS

Clinical instrumentation and applications of Raman spectroscopy

(2016) Isaac Pence et al.   CHEMICAL SOCIETY REVIEWS

Vibrational Spectroscopy in Body Fluids Analysis

(2016) Andrei A. Bunaciu et al.   CRITICAL REVIEWS IN ANALYTICAL CHEMISTRY

High-speed Raman imaging of cellular processes

(2016) Jun Ando et al.   CURRENT OPINION IN CHEMICAL BIOLOGY

Modern trends in biophotonics for clinical diagnosis and therapy to solve unmet clinical needs

(2016) Christoph Krafft   Journal of Biophotonics

Review: in vivo optical spectral tissue sensing—how to go from research to routine clinical application?

(2016) Lisanne L. de Boer et al.   LASERS IN MEDICAL SCIENCE

Review on the Raman spectroscopy of different types of layered materials

(2016) Xin Zhang et al.   Nanoscale

Using Raman spectroscopy to characterize biological materials

(2016) Holly J Butler et al.   Nature Protocols

A review of Raman spectroscopy advances with an emphasis on clinical translation challenges in oncology

(2016) Michael Jermyn et al.   PHYSICS IN MEDICINE AND BIOLOGY

Raman spectroscopy for physiological investigations of tissues and cells

(2015) Thomas Huser et al.   ADVANCED DRUG DELIVERY REVIEWS

Raman spectroscopy for medical diagnostics — From in-vitro biofluid assays to in-vivo cancer detection

(2015) Kenny Kong et al.   ADVANCED DRUG DELIVERY REVIEWS

Process Analytical Utility of Raman Microspectroscopy in the Directed Differentiation of Human Pancreatic Insulin-Positive Cells

(2015) Stanislav O. Konorov et al.   ANALYTICAL CHEMISTRY

Simple and Effective Way for Data Preprocessing Selection Based on Design of Experiments

(2015) Jan Gerretzen et al.   ANALYTICAL CHEMISTRY

Development and Integration of Block Operations for Data Invariant Automation of Digital Preprocessing and Analysis of Biological and Biomedical Raman Spectra

(2015) H. Georg Schulze et al.   APPLIED SPECTROSCOPY

Fully Automated Decomposition of Raman Spectra into Individual Pearson's Type VII Distributions Applied to Biological and Biomedical Samples

(2015) H. Georg Schulze et al.   APPLIED SPECTROSCOPY

Autocorrelation Analysis Combined with a Wavelet Transform Method to Detect and Remove Cosmic Rays in a Single Raman Spectrum

(2015) Augusto Maury et al.   APPLIED SPECTROSCOPY

Live-cell bioorthogonal Raman imaging

(2015) Senlian Hong et al.   CURRENT OPINION IN CHEMICAL BIOLOGY

Silicon–Gold–Silica Lamellar Structures for Sample Substrates That Provide an Internal Standard for Raman Microspectroscopy

(2014) Stanislav O. Konorov et al.   ANALYTICAL CHEMISTRY

Pre-processing in vibrational spectroscopy – when, why and how

(2014) Åsmund Rinnan   Analytical Methods

A Two-Dimensionally Coincident Second Difference Cosmic Ray Spike Removal Method for the Fully Automated Processing of Raman Spectra

(2014) H. Georg Schulze et al.   APPLIED SPECTROSCOPY

Raman Spectroscopy of Biological Tissues

(2014) Abdullah Chandra Sekhar Talari et al.   APPLIED SPECTROSCOPY REVIEWS

Comparison of several chemometric methods of libraries and classifiers for the analysis of expired drugs based on Raman spectra

(2014) Qun Gao et al.   JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS

Data processing of vibrational chemical imaging for pharmaceutical applications

(2014) P.-Y. Sacré et al.   JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS

Label-free imaging of mammalian cell nucleoli by Raman microspectroscopy

(2013) H. Georg Schulze et al.   ANALYST

Label-Free Determination of the Cell Cycle Phase in Human Embryonic Stem Cells by Raman Microspectroscopy

(2013) Stanislav O. Konorov et al.   ANALYTICAL CHEMISTRY

Process analytical technology (PAT) tools for the cultivation step in biopharmaceutical production

(2013) Mathieu Streefland et al.   ENGINEERING IN LIFE SCIENCES

Raman spectroscopy of proteins: a review

(2013) A. Rygula et al.   JOURNAL OF RAMAN SPECTROSCOPY

Classification in high-dimensional spectral data: Accuracy vs. interpretability vs. model size

(2013) Andreas Backhaus et al.   NEUROCOMPUTING

Label-Free Detection of Insulin and Glucagon within Human Islets of Langerhans Using Raman Spectroscopy

(2013) Janneke Hilderink et al.   PLoS One

Breaking with trends in pre-processing?

(2013) Jasper Engel et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

A Small-Window Moving Average-Based Fully Automated Baseline Estimation Method for Raman Spectra

(2012) H. Georg Schulze et al.   APPLIED SPECTROSCOPY

Spectral pre-processing for biomedical vibrational spectroscopy and microspectroscopic imaging

(2012) Peter Lasch   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Preprocessing strategies to improve MCR analyses of hyperspectral images

(2012) Howland D.T. Jones et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Pre-processing of hyperspectral images. Essential steps before image analysis

(2012) Maider Vidal et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

How to pre-process Raman spectra for reliable and stable models?

(2011) Thomas Bocklitz et al.   ANALYTICA CHIMICA ACTA

Absolute Quantification of Intracellular Glycogen Content in Human Embryonic Stem Cells with Raman Microspectroscopy

(2011) Stanislav O. Konorov et al.   ANALYTICAL CHEMISTRY

Minor Distortions with Major Consequences: Correcting Distortions in Imaging Spectrographs

(2011) Francis W. L. Esmonde-White et al.   APPLIED SPECTROSCOPY

A volume-exclusion normalization procedure for quantitative Raman confocal microspectroscopy of immersed samples applied to human embryonic stem cells

(2011) H. Georg Schulze et al.   JOURNAL OF RAMAN SPECTROSCOPY

Nonlinear Optical Imaging and Raman Microspectrometry of the Cell Nucleus throughout the Cell Cycle

(2010) Artem Pliss et al.   BIOPHYSICAL JOURNAL

An integrated software system for processing, analyzing, and classifying Raman spectra

(2010) Luke A. Reisner et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Chi-Squared-Based Filters for High-Fidelity Signal-to-Noise Ratio Enhancement of Spectra

(2009) H. Georg Schulze et al.   APPLIED SPECTROSCOPY

Fully Automated High-Performance Signal-to-Noise Ratio Enhancement Based on an Iterative Three-Point Zero-Order Savitzky—Golay Filter

(2009) H. Georg Schulze et al.   APPLIED SPECTROSCOPY

Label-free biochemical characterization of stem cells using vibrational spectroscopy

(2009) James W. Chan et al.   Journal of Biophotonics

Effect of signal intensity normalization on the multivariate analysis of spectral data in complex ‘real-world’ datasets

(2008) J. Renwick Beattie et al.   JOURNAL OF RAMAN SPECTROSCOPY