Raman spectroscopy combined with machine learning for rapid detection of food-borne pathogens at the single-cell level

Deep learning and artificial intelligence methods for Raman and surface-enhanced Raman scattering

(2020) Félix Lussier et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Combination of an Artificial Intelligence Approach and Laser Tweezers Raman Spectroscopy for Microbial Identification

(2020) Weilai Lu et al.   ANALYTICAL CHEMISTRY

Differentiation of Taxonomically Closely Related Species of the Genus Acinetobacter Using Raman Spectroscopy and Chemometrics

(2019) A. Teixeira et al.   MOLECULES

Coculturing bacteria leads to reduced phenotypic heterogeneities

(2019) Jasmine Heyse et al.   APPLIED AND ENVIRONMENTAL MICROBIOLOGY

Ramanome technology platform for label-free screening and sorting of microbial cell factories at single-cell resolution

(2019) Yuehui He et al.   BIOTECHNOLOGY ADVANCES

Application of KPCA combined with SVM in Raman spectral discrimination

(2019) Haotong Sun et al.   OPTIK

Fingerprinting a Living Cell by Raman Integrated Mid-Infrared Photothermal Microscopy

(2019) Xiaojie Li et al.   ANALYTICAL CHEMISTRY

Effect of growth media and phase on Raman spectra and discrimination of mycobacteria

(2019) Cynthia Hanson et al.   Journal of Biophotonics

Classifying Raman spectra of extracellular vesicles based on convolutional neural networks for prostate cancer detection

(2019) Wooje Lee et al.   JOURNAL OF RAMAN SPECTROSCOPY

Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning

(2019) Chi-Sing Ho et al.   Nature Communications

A new approach to find biomarkers in chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME) by single-cell Raman micro-spectroscopy

(2018) Jiabao Xu et al.   ANALYST

Effect of Laser Irradiation on Cell Function and Its Implications in Raman Spectroscopy

(2018) Xiaofei Yuan et al.   APPLIED AND ENVIRONMENTAL MICROBIOLOGY

Development of a Capture ELISA for Rapid Detection of Salmonella enterica in Food Samples

(2018) Tiziana Di Febo et al.   Food Analytical Methods

Detection of spoilage associated bacteria using Raman-microspectroscopy combined with multivariate statistical analysis

(2018) Daniel Klein et al.   TALANTA

The use of next generation sequencing for improving food safety: Translation into practice

(2018) Balamurugan Jagadeesan et al.   FOOD MICROBIOLOGY

Loop-mediated isothermal amplification (LAMP): A novel rapid detection platform for pathogens

(2017) Yanmei Li et al.   MICROBIAL PATHOGENESIS

Rapid, accurate, and comparative differentiation of clinically and industrially relevant microorganisms via multiple vibrational spectroscopic fingerprinting

(2016) Howbeer Muhamadali et al.   ANALYST

A data fusion detection method for fish freshness based on computer vision and near-infrared spectroscopy

(2016) Xingyi Huang et al.   Analytical Methods

Rapid detection of Listeria monocytogenes in milk using confocal micro-Raman spectroscopy and chemometric analysis

(2015) Junping Wang et al.   INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY

Differentiation and classification of bacteria using vancomycin functionalized silver nanorods array based surface-enhanced Raman spectroscopy and chemometric analysis

(2015) Xiaomeng Wu et al.   TALANTA

Rapid methods for the detection of foodborne bacterial pathogens: principles, applications, advantages and limitations

(2015) Jodi Woan-Fei Law et al.   Frontiers in Microbiology

Toward Culture-Free Raman Spectroscopic Identification of Pathogens in Ascitic Fluid

(2014) Sandra Kloß et al.   ANALYTICAL CHEMISTRY

A review of unsupervised feature learning and deep learning for time-series modeling

(2014) Martin Längkvist et al.   PATTERN RECOGNITION LETTERS

Identification of meat-associated pathogens via Raman microspectroscopy

(2013) Susann Meisel et al.   FOOD MICROBIOLOGY

Single cell Raman spectroscopy for cell sorting and imaging

(2011) Mengqiu Li et al.   CURRENT OPINION IN BIOTECHNOLOGY