Surface-Enhanced Raman Spectroscopy-Based Detection of Micro-RNA Biomarkers for Biomedical Diagnosis Using a Comparative Study of Interpretable Machine Learning Algorithms

S E RS‐Based Biosensors Combined with Machine Learning for Medical Application**

(2023) Yan Ding et al.   ChemistryOpen

Rapid identification and drug resistance screening of respiratory pathogens based on single-cell Raman spectroscopy

(2023) Ziyu Liu et al.   Frontiers in Microbiology

Raman spectroscopy combined with a support vector machine algorithm as a diagnostic technique for primary Sjögren’s syndrome

(2023) Xiaomei Chen et al.   Scientific Reports

Principal Component Analysis of Surface-Enhanced Raman Scattering Spectra Revealing Isomer-Dependent Electron Transport in Spiropyran Molecular Junctions: Implications for Nanoscale Molecular Electronics

(2022) Shuji Kobayashi et al.   ACS Omega

Machine learning prediction of lignin content in poplar with Raman spectroscopy

(2022) Wenli Gao et al.   BIORESOURCE TECHNOLOGY

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

(2022) Mohammadrahim Kazemzadeh et al.   OPTICS COMMUNICATIONS

Expanding the Multiplexing Capabilities of Raman Imaging to Reveal Highly Specific Molecular Expression and Enable Spatial Profiling

(2022) Olga E. Eremina et al.   ACS Nano

Machine learning using convolutional neural networks for SERS analysis of biomarkers in medical diagnostics

(2022) Joy Qiaoyi Li et al.   JOURNAL OF RAMAN SPECTROSCOPY

miRNA probe integrated biosensor platform using bimetallic nanostars for amplification-free multiplexed detection of circulating colorectal cancer biomarkers in clinical samples

(2022) Aidan J. Canning et al.   BIOSENSORS & BIOELECTRONICS

Machine Learning-Assisted Sampling of SERS Substrates Improves Data Collection Efficiency

(2021) Tatu Rojalin et al.   APPLIED SPECTROSCOPY

miRNAs as Biomarkers in Disease: Latest Findings Regarding Their Role in Diagnosis and Prognosis

(2020) Carmen Elena Condrat et al.   Cells

Precise cancer detection via the combination of functionalized SERS surfaces and convolutional neural network with independent inputs

(2020) M. Erzina et al.   SENSORS AND ACTUATORS B-CHEMICAL

Circulating Exosomal miRNA as Diagnostic Biomarkers of Neurodegenerative Diseases

(2020) Lin Wang et al.   Frontiers in Molecular Neuroscience

Plasmonic assay for amplification-free cancer biomarkers detection in clinical tissue samples

(2020) Priya V. Dukes et al.   ANALYTICA CHIMICA ACTA

Plasmonic nanoplatforms: From surface‐enhanced Raman scattering sensing to biomedical applications

(2020) Vanessa Cupil‐Garcia et al.   JOURNAL OF RAMAN SPECTROSCOPY

Extracellular miRNAs for the Management of Barrett’s Esophagus and Esophageal Adenocarcinoma: A Systematic Review

(2020) Kazumi Inokuchi et al.   Journal of Clinical Medicine

Rapid on-site identification of pesticide residues in tea by one-dimensional convolutional neural network coupled with surface-enhanced Raman scattering

(2020) Jiaji Zhu et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Surface-Enhanced Raman Spectroscopy in Cancer Diagnosis, Prognosis and Monitoring

(2019) Luca Guerrini et al.   Cancers

Circulating microRNAs as Promising Biomarkers in Colorectal Cancer

(2019) Óscar Rapado-González et al.   Cancers

Present and Future of Surface-Enhanced Raman Scattering

(2019) Judith Langer et al.   ACS Nano

Quantification of Analyte Concentration in the Single Molecule Regime Using Convolutional Neural Networks

(2019) William John Thrift et al.   ANALYTICAL CHEMISTRY

Acoustofluidic Salivary Exosome Isolation

(2019) Zeyu Wang et al.   JOURNAL OF MOLECULAR DIAGNOSTICS

miRNAS in cardiovascular diseases: potential biomarkers, therapeutic targets and challenges

(2018) Shan-shan Zhou et al.   ACTA PHARMACOLOGICA SINICA

Sensitive DNA detection and SNP discrimination using ultrabright SERS nanorattles and magnetic beads for malaria diagnostics

(2016) Hoan T. Ngo et al.   BIOSENSORS & BIOELECTRONICS

Multiplexed Detection of MicroRNA Biomarkers Using SERS-Based Inverse Molecular Sentinel (iMS) Nanoprobes

(2016) Hsin-Neng Wang et al.   Journal of Physical Chemistry C

Development of Hybrid Silver-Coated Gold Nanostars for Nonaggregated Surface-Enhanced Raman Scattering

(2014) Andrew M. Fales et al.   Journal of Physical Chemistry C

Surface-enhanced Raman scattering molecular sentinel nanoprobes for viral infection diagnostics

(2013) Hsin-Neng Wang et al.   ANALYTICA CHIMICA ACTA

MicroRNA Expression Differentiates Squamous Epithelium from Barrett’s Esophagus and Esophageal Cancer

(2013) Katherine S. Garman et al.   DIGESTIVE DISEASES AND SCIENCES

Instantaneous and Quantitative Functionalization of Gold Nanoparticles with Thiolated DNA Using a pH-Assisted and Surfactant-Free Route

(2012) Xu Zhang et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Spectral Analysis of Multiplex Raman Probe Signatures

(2008) Barry R. Lutz et al.   ACS Nano