Visualization of a Machine Learning Framework toward Highly Sensitive Qualitative Analysis by SERS

Rapid and accurate identification of pathogenic bacteria at single‐cell level using laser tweezers Raman spectroscopy and deep learning

(2022) Bo Zhou et al.   Journal of Biophotonics

Deep Learning for Biospectroscopy and Biospectral Imaging: State-of-the-Art and Perspectives

(2021) Hao He et al.   ANALYTICAL CHEMISTRY

Predictive Modeling of Lignin Content for the Screening of Suitable Poplar Genotypes Based on Fourier Transform–Raman Spectrometry

(2021) Wenli Gao et al.   ACS Omega

Analysis of Raman Spectra by Using Deep Learning Methods in the Identification of Marine Pathogens

(2021) Shixiang Yu et al.   ANALYTICAL CHEMISTRY

A review of artificial intelligence methods combined with Raman spectroscopy to identify the composition of substances

(2021) Liangrui Pan et al.   JOURNAL OF RAMAN SPECTROSCOPY

Mixtures modeling identifies chemical inducers versus repressors of toxicity associated with wildfire smoke

(2021) Julia E. Rager et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction of fatty acids composition in the rainbow trout Oncorhynchus mykiss by using Raman micro-spectroscopy

(2021) E. Prado et al.   ANALYTICA CHIMICA ACTA

Novel strategy for establishment of an FT-Raman spectroscopy based quantitative model for poplar holocellulose content determination

(2021) Wenli Gao et al.   CARBOHYDRATE POLYMERS

Deep learning data augmentation for Raman spectroscopy cancer tissue classification

(2021) Man Wu et al.   Scientific Reports

The application of machine-learning and Raman spectroscopy for the rapid detection of edible oils type and adulteration

(2021) Hefei Zhao et al.   FOOD CHEMISTRY

EXPRESS: Monitoring Ionizing Radiation-Induced Cellular Responses Using Raman Spectroscopy, Non-Negative Matrix Factorization, and Non-Negative Least Squares

(2020) Xinchen Deng et al.   APPLIED SPECTROSCOPY

Discrimination of talcum powder and benzoyl peroxide in wheat flour by near-infrared hyperspectral imaging

(2020) Xiaping Fu et al.   BIOSYSTEMS ENGINEERING

Tracking complex mixtures of chemicals in our changing environment

(2020) Beate I. Escher et al.   SCIENCE

Early-Stage Lung Cancer Diagnosis by Deep Learning-Based Spectroscopic Analysis of Circulating Exosomes

(2020) Hyunku Shin et al.   ACS Nano

Raman and IR spectroscopic modality for authentication of turmeric powder

(2020) Kuanglin Chao et al.   FOOD CHEMISTRY

Deep transfer learning based hepatitis B virus diagnosis using spectroscopic images

(2020) Safdar Ali et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Trace detection of polycyclic aromatic hydrocarbons in environmental waters by SERS

(2020) Zhifan Zhou et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Deep Learning Analysis of Vibrational Spectra of Bacterial Lysate for Rapid Antimicrobial Susceptibility Testing

(2020) William John Thrift et al.   ACS Nano

Towards an Interpretable Classifier for Characterization of Endoscopic Mayo Scores in Ulcerative Colitis Using Raman Spectroscopy

(2020) Tatiana Kirchberger-Tolstik et al.   ANALYTICAL CHEMISTRY

Mixture analysis using non‐negative elastic net for Raman spectroscopy

(2020) Hui‐Tao Zeng et al.   JOURNAL OF CHEMOMETRICS

Extractive Ratio Analysis NMR Spectroscopy for Metabolite Identification in Complex Biological Mixtures

(2019) Liladhar Paudel et al.   ANALYTICAL CHEMISTRY

Chemical Barcoding: A Nuclear-Magnetic-Resonance-Based Approach To Ensure the Quality and Safety of Natural Ingredients

(2019) Camilo F. Martinez-Farina et al.   JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY

Multi-Evaluating Strategy for Siji-kangbingdu Mixture: Chemical Profiling, Fingerprint Characterization, and Quantitative Analysis

(2019) Zhuoru Yao et al.   MOLECULES

The potential of three different PCR-related approaches for the authentication of mixtures of herbal substances and finished herbal medicinal products

(2018) Kirsten Doganay-Knapp et al.   PHYTOMEDICINE

Correlation between Cancerous Exosomes and Protein Markers Based on Surface-Enhanced Raman Spectroscopy (SERS) and Principal Component Analysis (PCA)

(2018) Hyunku Shin et al.   ACS Sensors

Neighbouring pixel data augmentation: a simple way to fuse spectral and spatial information for hyperspectral imaging data analysis

(2017) Frédéric Jamme et al.   JOURNAL OF CHEMOMETRICS

Mixture analysis using reverse searching and non-negative least squares

(2014) Zhi-Min Zhang et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Evaluating HER2 amplification status and acquired drug resistance in breast cancer cells using Raman spectroscopy

(2014) Xiaohong Bi et al.   JOURNAL OF BIOMEDICAL OPTICS

Variable selection in near-infrared spectroscopy: Benchmarking of feature selection methods on biodiesel data

(2011) Roman M. Balabin et al.   ANALYTICA CHIMICA ACTA