Deep convolutional neural networks as a unified solution for Raman spectroscopy-based classification in biomedical applications

Refinement of spectra using a deep neural network: Fully automated removal of noise and background

(2021) Medhanie Tesfay Gebrekidan et al.   JOURNAL OF RAMAN SPECTROSCOPY

Classifying breast cancer tissue by Raman spectroscopy with one-dimensional convolutional neural network

(2021) Danying Ma et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Space curvature-inspired nanoplasmonic sensor for breast cancer extracellular vesicle fingerprinting and machine learning classification

(2021) Mohammadrahim Kazemzadeh et al.   Biomedical Optics Express

Single-Step Preprocessing of Raman Spectra Using Convolutional Neural Networks

(2020) Joel Wahl et al.   APPLIED SPECTROSCOPY

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

(2020) Hyunku Shin et al.   ACS Nano

Faster and More Accurate Time Domain Electromagnetic Simulation Using Space Transformation

(2020) Mohammadrahim Kazemzadeh et al.   IEEE Photonics Journal

Denoising of stimulated Raman scattering microscopy images via deep learning

(2019) Bryce Manifold et al.   Biomedical Optics Express

Analysis of the Escherichia coli extracellular vesicle proteome identifies markers of purity and culture conditions

(2019) Jiwon Hong et al.   Journal of Extracellular Vesicles

Low‐resolution fiber‐optic Raman spectroscopy for bladder cancer diagnosis: A comparison study of varying laser power, integration time, and classification methods

(2019) Hao Chen et al.   JOURNAL OF RAMAN SPECTROSCOPY

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

Single‐layer multiple‐kernel‐based convolutional neural network for biological Raman spectral analysis

(2019) Won Bum Sohn et al.   JOURNAL OF RAMAN SPECTROSCOPY

An Automated Baseline Correction Method Based on Iterative Morphological Operations

(2018) Yunliang Chen et al.   APPLIED SPECTROSCOPY

Identification and characterization of bladder cancer by low-resolution fiber-optic Raman spectroscopy

(2018) Hao Chen et al.   Journal of Biophotonics

An adaptive denoising method for Raman spectroscopy based on lifting wavelet transform

(2018) Hao Chen et al.   JOURNAL OF RAMAN SPECTROSCOPY

Joint sparse representation and denoising method for Raman spectrum

(2018) Zheng Fang et al.   JOURNAL OF RAMAN SPECTROSCOPY

Dimensionality reduction for visualizing single-cell data using UMAP

(2018) Etienne Becht et al.   NATURE BIOTECHNOLOGY

Broadband single molecule SERS detection designed by warped optical spaces

(2018) Peng Mao et al.   Nature Communications

An algorithm for estimation of background signal of Raman spectra from biological cell samples using polynomial functions of different degrees

(2016) Crescenzio Gallo et al.   VIBRATIONAL SPECTROSCOPY

Goldindec: A Novel Algorithm for Raman Spectrum Baseline Correction

(2015) Juntao Liu et al.   APPLIED SPECTROSCOPY

Label-Free Detection of Native Proteins by Surface-Enhanced Raman Spectroscopy Using Iodide-Modified Nanoparticles

(2014) Li-Jia Xu et al.   ANALYTICAL CHEMISTRY

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

Intelligent background correction using an adaptive lifting wavelet

(2013) Yan Liu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Improved methods for fluorescence background subtraction from Raman spectra

(2013) P. J. Cadusch et al.   JOURNAL OF RAMAN SPECTROSCOPY

Surface-enhanced Raman scattering in cancer detection and imaging

(2013) Marc Vendrell et al.   TRENDS IN BIOTECHNOLOGY

Adaptive wavelet transform suppresses background and noise for quantitative analysis by Raman spectrometry

(2011) Da Chen et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Baseline correction using adaptive iteratively reweighted penalized least squares

(2010) Zhi-Min Zhang et al.   ANALYST

Asymmetric least squares for multiple spectra baseline correction

(2010) Jiangtao Peng et al.   ANALYTICA CHIMICA ACTA

Morphology-Based Automated Baseline Removal for Raman Spectra of Artistic Pigments

(2010) Rosanna Perez-Pueyo et al.   APPLIED SPECTROSCOPY

Background removal from polarized Raman spectra of tooth enamel using the wavelet transform

(2010) Jianghua Li et al.   JOURNAL OF RAMAN SPECTROSCOPY

Surface-Enhanced Raman Spectroscopy

(2008) Paul L. Stiles et al.   Annual Review of Analytical Chemistry

An algorithm for determination of peak regions and baseline elimination in spectroscopic data

(2008) Miroslav Morháč   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT