High-Speed Diagnosis of Bacterial Pathogens at the Single Cell Level by Raman Microspectroscopy with Machine Learning Filters and Denoising Autoencoders

Development of a Fast Raman-Assisted Antibiotic Susceptibility Test (FRAST) for the Antibiotic Resistance Analysis of Clinical Urine and Blood Samples

(2021) Xiaofei Yi et al.   ANALYTICAL CHEMISTRY

Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis

(2020) James Houston et al.   Journal of Chemical Information and Modeling

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

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

A single-cell Raman-based platform to identify developmental stages of human pluripotent stem cell-derived neurons

(2020) Chia-Chen Hsu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Single-Cell and Time-Resolved Profiling of Intracellular Salmonella Metabolism in Primary Human Cells

(2019) Jiabao Xu et al.   ANALYTICAL CHEMISTRY

Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning

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

Application of deep learning and near infrared spectroscopy in cereal analysis

(2019) Ba Tuan Le   VIBRATIONAL SPECTROSCOPY

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

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

Prevalence of Inappropriate Antibiotic Prescriptions Among US Ambulatory Care Visits, 2010-2011

(2016) Katherine E. Fleming-Dutra et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Using Raman spectroscopy to characterize biological materials

(2016) Holly J Butler et al.   Nature Protocols

Identification of vancomycin interaction with Enterococcus faecalis within 30 min of interaction time using Raman spectroscopy

(2015) Cora Assmann et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Rapid, culture-independent, optical diagnostics of centrifugally captured bacteria from urine samples

(2015) Ulrich-Christian Schröder et al.   Biomicrofluidics

Fast and continuous microorganism detection using aptamer-conjugated fluorescent nanoparticles on an optofluidic platform

(2015) Jinyang Chung et al.   BIOSENSORS & BIOELECTRONICS

The application of Raman spectroscopy for the detection and identification of microorganisms

(2015) Stephan Stöckel et al.   JOURNAL OF RAMAN SPECTROSCOPY

Raman spectroscopic identification of single bacterial cells under antibiotic influence

(2014) Ute Münchberg et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

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

(2014) Sandra Kloß et al.   ANALYTICAL CHEMISTRY

Rapid detection of single bacteria in unprocessed blood using Integrated Comprehensive Droplet Digital Detection

(2014) Dong-Ku Kang et al.   Nature Communications

Phenotypic Profiling of Antibiotic Response Signatures in Escherichia coli Using Raman Spectroscopy

(2013) A. I. M. Athamneh et al.   ANTIMICROBIAL AGENTS AND CHEMOTHERAPY

Methods and Applications of Raman Microspectroscopy to Single-Cell Analysis

(2013) Iwan W. Schie et al.   APPLIED SPECTROSCOPY

Sensitive and specific discrimination of pathogenic and nonpathogenic Escherichia coli using Raman spectroscopy—a comparison of two multivariate analysis techniques

(2013) Khozima Hamasha et al.   Biomedical Optics Express

Impacts of Culture-Independent Diagnostic Practices on Public Health Surveillance for Bacterial Enteric Pathogens

(2012) Alicia B. Cronquist et al.   CLINICAL INFECTIOUS DISEASES

Effect of Cefazolin Treatment on the Nonresonant Raman Signatures of the Metabolic State of Individual Escherichia coli Cells

(2010) Tobias J. Moritz et al.   ANALYTICAL CHEMISTRY

Raman Spectroscopy of Xylitol Uptake and Metabolism in Gram-Positive and Gram-Negative Bacteria

(2010) Sunil Palchaudhuri et al.   APPLIED AND ENVIRONMENTAL MICROBIOLOGY

Vibrational spectroscopy-A powerful tool for the rapid identification of microbial cells at the single-cell level

(2009) M. Harz et al.   CYTOMETRY PART A

Direct analysis of clinical relevant single bacterial cells from cerebrospinal fluid during bacterial meningitis by means of micro-Raman spectroscopy

(2009) Michaela Harz et al.   Journal of Biophotonics

A novel method for urinary tract infection diagnosis and antibiogram using Raman spectroscopy

(2009) Evdokia K. Kastanos et al.   JOURNAL OF RAMAN SPECTROSCOPY