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

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Antimicrobial Resistance

inferredcites →https://doi.org/10.1001/jama.2016.4151openalex-snapshot

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

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Xpert® MTB/RIF assay for pulmonary tuberculosis and rifampicin resistance in adults

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Multiplex SERS Detection of Metabolic Alterations in Tumor Extracellular Media

inferredcites →https://doi.org/10.1002/adhm.201701335openalex-snapshot

Surface‐Enhanced Raman Scattering for Rapid Detection and Characterization of Antibiotic‐Resistant Bacteria

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Hierarchical Assembly of Plasmonic Nanoparticles

inferredcites →https://doi.org/10.1002/jrs.5750openalex-snapshot

Transfer‐learning‐based Raman spectra identification

inferredcites →https://doi.org/10.1002/smll.201102708openalex-snapshot

Non‐lithographic SERS Substrates: Tailoring Surface Chemistry for Au Nanoparticle Cluster Assembly

inferredcites →https://doi.org/10.1007/s00216-016-9540-xopenalex-snapshot

The biochemical origins of the surface-enhanced Raman spectra of bacteria: a metabolomics profiling by SERS

inferredcites →https://doi.org/10.1007/s00216-017-0244-7openalex-snapshot

Rapid urinary tract infection diagnostics by surface-enhanced Raman spectroscopy (SERS): identification and antibiotic susceptibilities

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A White-Box Machine Learning Approach for Revealing Antibiotic Mechanisms of Action

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Bactericidal Antibiotics Induce Toxic Metabolic Perturbations that Lead to Cellular Damage

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Training and Validation of Deep Neural Networks for the Prediction of 90-Day Post-Liver Transplant Mortality Using UNOS Registry Data

inferredcites →https://doi.org/10.1016/s0140-6736(18)31117-6openalex-snapshot

Global governance of antimicrobial resistance

inferredcites →https://doi.org/10.1021/ac60214a047openalex-snapshot

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

inferredcites →https://doi.org/10.1021/acs.accounts.6b00409openalex-snapshot

Plasmonic Nanogap-Enhanced Raman Scattering with Nanoparticles

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Detection and Direct Readout of Drugs in Human Urine Using Dynamic Surface-Enhanced Raman Spectroscopy and Support Vector Machines

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Surface Enhanced Raman Scattering Detection of Cancer Biomarkers with Bifunctional Nanocomposite Probes

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Simple Ciprofloxacin Resistance Test and Determination of Minimal Inhibitory Concentration within 2 h Using Raman Spectroscopy

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Setting Up a Surface-Enhanced Raman Scattering Database for Artificial-Intelligence-Based Label-Free Discrimination of Tumor Suppressor Genes

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Antibiotic Susceptibility Test with Surface-Enhanced Raman Scattering in a Microfluidic System

inferredcites →https://doi.org/10.1021/acs.analchem.9b03294openalex-snapshot

Label-Free Detection of Multiplexed Metabolites at Single-Cell Level via a SERS-Microfluidic Droplet Platform

inferredcites →https://doi.org/10.1021/acs.analchem.9b03599openalex-snapshot

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

inferredcites →https://doi.org/10.1021/acs.jpcc.6b03317openalex-snapshot

SERS Discrimination of Closely Related Molecules: A Systematic Study of Natural Red Dyes in Binary Mixtures

inferredcites →https://doi.org/10.1021/acs.nanolett.9b00792openalex-snapshot

Hierarchical Assembly of Plasmonic Nanoparticle Heterodimer Arrays with Tunable Sub-5 nm Nanogaps

inferredcites →https://doi.org/10.1021/acsami.7b18592openalex-snapshot

Longitudinal Monitoring of Biofilm Formation via Robust Surface-Enhanced Raman Scattering Quantification of Pseudomonas aeruginosa-Produced Metabolites

inferredcites →https://doi.org/10.1021/acschembio.6b00750openalex-snapshot

Rhamnolipids Mediate an Interspecies Biofilm Dispersal Signaling Pathway

inferredcites →https://doi.org/10.1021/acsnano.7b05815openalex-snapshot

Driving Chemical Reactions in Plasmonic Nanogaps with Electrohydrodynamic Flow

inferredcites →https://doi.org/10.1021/acsnano.8b07024openalex-snapshot

Machine-Learning-Driven Surface-Enhanced Raman Scattering Optophysiology Reveals Multiplexed Metabolite Gradients Near Cells

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Surface-Enhanced Raman Scattering-Based Odor Compass: Locating Multiple Chemical Sources and Pathogens

inferredcites →https://doi.org/10.1021/jp054732vopenalex-snapshot

Proof of Single-Molecule Sensitivity in Surface Enhanced Raman Scattering (SERS) by Means of a Two-Analyte Technique

inferredcites →https://doi.org/10.1021/la3051719openalex-snapshot

Directing Cluster Formation of Au Nanoparticles from Colloidal Solution

inferredcites →https://doi.org/10.1038/nature21056openalex-snapshot

Dermatologist-level classification of skin cancer with deep neural networks

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Potentiating antibacterial activity by predictably enhancing endogenous microbial ROS production

inferredcites →https://doi.org/10.1038/nmat4720openalex-snapshot

Detection and imaging of quorum sensing in Pseudomonas aeruginosa biofilm communities by surface-enhanced resonance Raman scattering

inferredcites →https://doi.org/10.1038/nmicrobiol.2016.187openalex-snapshot

Combatting antimicrobial resistance globally

inferredcites →https://doi.org/10.1038/s41467-019-12898-9openalex-snapshot

Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning

inferredcites →https://doi.org/10.1038/s41579-018-0098-9openalex-snapshot

Developmental roadmap for antimicrobial susceptibility testing systems

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inferredcites →https://doi.org/10.1038/srep23375openalex-snapshot

Rapid bacterial antibiotic susceptibility test based on simple surface-enhanced Raman spectroscopic biomarkers

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Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans

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Simultaneous multiplexed quantification of nicotine and its metabolites using surface enhanced Raman scattering

inferredcites →https://doi.org/10.1039/c7cp07103eopenalex-snapshot

Quantification of biomolecules responsible for biomarkers in the surface-enhanced Raman spectra of bacteria using liquid chromatography-mass spectrometry

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inferredcites →https://doi.org/10.1073/pnas.1509743112openalex-snapshot

Antibiotic efficacy is linked to bacterial cellular respiration

inferredcites →https://doi.org/10.1073/pnas.1708558114openalex-snapshot

Antibiotic susceptibility testing in less than 30 min using direct single-cell imaging

inferredcites →https://doi.org/10.1086/647952openalex-snapshot

Antimicrobial Susceptibility Testing: A Review of General Principles and Contemporary Practices

inferredcites →https://doi.org/10.1093/jac/dkt253openalex-snapshot

Progress on the development of rapid methods for antimicrobial susceptibility testing

inferredcites →https://doi.org/10.1093/nar/gks992openalex-snapshot

ECMDB: The E. coli Metabolome Database

inferredcites →https://doi.org/10.1109/34.730550openalex-snapshot

Bayesian approaches to Gaussian mixture modeling

inferredcites →https://doi.org/10.1109/icdm.2008.17openalex-snapshot

Isolation Forest

inferredcites →https://doi.org/10.1109/tcbb.2018.2841396openalex-snapshot

Deep Learning for Drug Discovery and Cancer Research: Automated Analysis of Vascularization Images

inferredcites →https://doi.org/10.1109/tmi.2017.2655486openalex-snapshot

Detecting Cardiovascular Disease from Mammograms With Deep Learning

inferredcites →https://doi.org/10.1111/1469-0691.12282openalex-snapshot

Impact of rapid microbial identification directly from positive blood cultures using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry on patient management

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Identification of the naturally occurring genes encoding carbapenem-hydrolysing oxacillinases from Acinetobacter haemolyticus, Acinetobacter johnsonii, and Acinetobacter calcoaceticus

inferredcites →https://doi.org/10.1126/scitranslmed.aal3693openalex-snapshot

Rapid pathogen-specific phenotypic antibiotic susceptibility testing using digital LAMP quantification in clinical samples

inferredcites →https://doi.org/10.1128/jcm.00063-16openalex-snapshot

Point-Counterpoint: The FDA Has a Role in Regulation of Laboratory-Developed Tests

inferredcites →https://doi.org/10.1128/jcm.00221-17openalex-snapshot

Comparison of ePlex Respiratory Pathogen Panel with Laboratory-Developed Real-Time PCR Assays for Detection of Respiratory Pathogens

inferredcites →https://doi.org/10.1128/jcm.00287-11openalex-snapshot

Using Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry To Detect Carbapenem Resistance within 1 to 2.5 Hours

inferredcites →https://doi.org/10.1128/jcm.00313-13openalex-snapshot

Next-Generation Antimicrobial Susceptibility Testing

inferredcites →https://doi.org/10.1128/jcm.00409-12openalex-snapshot

Strategy for Rapid Identification and Antibiotic Susceptibility Testing of Gram-Negative Bacteria Directly Recovered from Positive Blood Cultures Using the Bruker MALDI Biotyper and the BD Phoenix System

inferredcites →https://doi.org/10.1128/jcm.00984-11openalex-snapshot

Carbapenemase Activity Detection by Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry

inferredcites →https://doi.org/10.1128/jcm.01057-16openalex-snapshot

Host-Based Peripheral Blood Gene Expression Analysis for Diagnosis of Infectious Diseases

inferredcites →https://doi.org/10.1128/jcm.01131-16openalex-snapshot

Evaluation of a Semiquantitative Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry Method for Rapid Antimicrobial Susceptibility Testing of Positive Blood Cultures

inferredcites →https://doi.org/10.1146/annurev-biodatasci-080917-013343openalex-snapshot

Deep Learning in Biomedical Data Science

inferredcites →https://doi.org/10.1146/annurev-pharmtox-010814-124712openalex-snapshot

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Neural Networks for Fingerprint Recognition

inferredcites →https://doi.org/10.1201/9780429295188-20openalex-snapshot

Hierarchical Assembly of Plasmonic Nanoparticles*

inferredcites →https://doi.org/10.1364/oe.23.018361openalex-snapshot

Noninvasive liver diseases detection based on serum surface enhanced Raman spectroscopy and statistical analysis

inferredcites →https://doi.org/10.1371/journal.ppat.1003311openalex-snapshot

Volatile Metabolites of Pathogens: A Systematic Review

inferredcites →https://doi.org/10.1373/clinchem.2014.221770openalex-snapshot

MALDI-TOF MS for the Diagnosis of Infectious Diseases

inferredcites →https://doi.org/10.15698/mic2016.04.493openalex-snapshot

Bactericidal antibiotics induce programmed metabolic toxicity

inferredcites →https://doi.org/10.1609/aaai.v32i1.11891openalex-snapshot

DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction

inferredcites →https://doi.org/10.1613/jair.953openalex-snapshot

SMOTE: Synthetic Minority Over-sampling Technique

inferredcites →https://doi.org/10.3174/ajnr.a5667openalex-snapshot

Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas

inferredcites →https://doi.org/10.3389/fphar.2017.00364openalex-snapshot

Antimicrobial Activity and Resistance: Influencing Factors

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Biomimetic Transparent Nanoplasmonic Meshes by Reverse‐Nanoimprinting for Bio‐Interfaced Spatiotemporal Multimodal SERS Bioanalysis

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Machine Learning‐Assisted High‐Throughput SERS Classification of Cell Secretomes

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Physical Tools

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Machine Learning

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SERS/Fluorescence Dual-Modal Imaging Bioprobe for Accurate Diagnosis of Breast Cancer

inferred← citeshttps://doi.org/10.1021/acs.analchem.5c04833openalex-snapshot

SERS-Based Universal AST: Rapid Treatment Guidance for Blood-Culture Bacteria before Species Identification

inferred← citeshttps://doi.org/10.1021/acs.analchem.6c01951openalex-snapshot

Ultrasensitive SERS Detection and AI-Assisted Differentiation of Structurally Similar Pollutants on Flexible Aluminum Substrates

inferred← citeshttps://doi.org/10.1021/acs.chemmater.1c03220openalex-snapshot

Customized Carbon Dots with Predictable Optical Properties Synthesized at Room Temperature Guided by Machine Learning

inferred← citeshttps://doi.org/10.1021/acs.est.3c00027openalex-snapshot

Sensing Antibiotics in Wastewater Using Surface-Enhanced Raman Scattering

inferred← citeshttps://doi.org/10.1021/acs.est.3c04001openalex-snapshot

Metabolite-Mediated Bacterial Antibiotic Resistance Revealed by Surface-Enhanced Raman Spectroscopy

inferred← citeshttps://doi.org/10.1021/acs.jpca.2c05962openalex-snapshot

The Local Vibrational Mode Theory and Its Place in the Vibrational Spectroscopy Arena

inferred← citeshttps://doi.org/10.1021/acs.jpclett.3c01969openalex-snapshot

Interfacial Self-Assembly of Surfactant-Free Au Nanoparticles as a Clean Surface-Enhanced Raman Scattering Substrate for Quantitative Detection of As5+ in Combination with Convolutional Neural Networks

inferred← citeshttps://doi.org/10.1021/acs.molpharmaceut.4c00540openalex-snapshot

Machine Learning for Deconvolution and Segmentation of Hyperspectral Imaging Data from Biopharmaceutical Resins

inferred← citeshttps://doi.org/10.1021/acs.nanolett.4c03703openalex-snapshot

Bacterial Wastewater-Based Epidemiology Using Surface-Enhanced Raman Spectroscopy and Machine Learning

inferred← citeshttps://doi.org/10.1021/acsaenm.4c00613openalex-snapshot

Seeing beyond Labels: Optical Technologies Reshaping Cell Culture Monitoring in Biomedicine

inferred← citeshttps://doi.org/10.1021/acsami.1c19481openalex-snapshot

Novel CdS/MOF Cathodic Photoelectrochemical (PEC) Platform for the Detection of Doxorubicin Hydrochloride and Gentamicin Sulfate

inferred← citeshttps://doi.org/10.1021/acsami.2c16446openalex-snapshot

Highly Adsorptive Au-TiO2 Nanocomposites for the SERS Face Mask Allow the Machine-Learning-Based Quantitative Assay of SARS-CoV-2 in Artificial Breath Aerosols

inferred← citeshttps://doi.org/10.1021/acsanm.1c02760openalex-snapshot

Lectin-Modified Bacterial Cellulose Nanocrystals Decorated with Au Nanoparticles for Selective Detection of Bacteria Using Surface-Enhanced Raman Scattering Coupled with Machine Learning

inferred← citeshttps://doi.org/10.1021/acsanm.1c02790openalex-snapshot

Ag Nanorods for Label-Free Surface-Enhanced Raman Scattering Analysis of Cancer Cells from Cell Lysates

inferred← citeshttps://doi.org/10.1021/acsanm.2c01644openalex-snapshot

Nanolaminate Plasmonic Substrates for High-Throughput Living Cell SERS Measurements and Artificial Neural Network Classification of Cellular Drug Responses

inferred← citeshttps://doi.org/10.1021/acscentsci.3c00757openalex-snapshot

Modernized Machine Learning Approach to Illuminate Enzyme Immobilization for Biocatalysis

inferred← citeshttps://doi.org/10.1021/acsestwater.3c00441openalex-snapshot

Fingerprinting and Differentiation of Landfill Leachate and Domestic Sewage in Surface Water with Machine Learning Based Surface Enhanced Raman Spectroscopy

inferred← citeshttps://doi.org/10.1021/acsnano.4c15877openalex-snapshot

Surface Enhanced Raman Scattering for Biomolecular Sensing in Human Healthcare Monitoring

inferred← citeshttps://doi.org/10.1021/acsomega.1c07263openalex-snapshot

Accurate Tumor Subtype Detection with Raman Spectroscopy via Variational Autoencoder and Machine Learning

inferred← citeshttps://doi.org/10.1021/acsomega.2c03856openalex-snapshot

Highly Accurate Identification of Bacteria’s Antibiotic Resistance Based on Raman Spectroscopy and U-Net Deep Learning Algorithms

inferred← citeshttps://doi.org/10.1021/acsphotonics.1c01934openalex-snapshot

Prospects of Surface-Enhanced Raman Spectroscopy for Biomarker Monitoring toward Precision Medicine

inferred← citeshttps://doi.org/10.1021/acssensors.3c01938openalex-snapshot

3D Superclusters with Hybrid Bioinks for Early Detection in Breast Cancer

inferred← citeshttps://doi.org/10.1021/acssensors.3c02144openalex-snapshot

Metabolism-Triggered Plasmonic Nanosensor for Bacterial Detection and Antimicrobial Susceptibility Testing of Clinical Isolates

inferred← citeshttps://doi.org/10.1021/acssensors.4c03051openalex-snapshot

Microcapillary-Derived Plasmonic-Enhanced Cluster through the Self-Assembly Process for Breast Cancer Diagnosis

inferred← citeshttps://doi.org/10.1021/acssensors.4c03260openalex-snapshot

Interpretable Multiscale Convolutional Neural Network for Classification and Feature Visualization of Weak Raman Spectra of Biomolecules at Cell Membranes

inferred← citeshttps://doi.org/10.1021/acssensors.4c03397openalex-snapshot

Extracting True Virus SERS Spectra and Augmenting Data for Improved Virus Classification and Quantification

inferred← citeshttps://doi.org/10.1021/acssensors.5c04835openalex-snapshot

SERS-Based E-Tongue Data Analysis Methods: From Spectrum Preparation to Qualitative and Quantitative Modeling

inferred← citeshttps://doi.org/10.1021/acssensors.6c00743openalex-snapshot

Ultrarapid Kinetic Antimicrobial Susceptibility Testing from Blood Using Single-Cell Scattering Phenotypic Imaging

inferred← citeshttps://doi.org/10.1021/acssensors.6c04092openalex-snapshot

Nanoplasmonic SERS-Enabled Structural Identification of an Uncharacterized Metabolite Directly in E. coli Cultures

inferred← citeshttps://doi.org/10.1021/cbmi.4c00007openalex-snapshot

Enhancing Open-World Bacterial Raman Spectra Identification by Feature Regularization for Improved Resilience against Unknown Classes

inferred← citeshttps://doi.org/10.1021/jacs.4c15804openalex-snapshot

Machine Learning-Based SERS Chemical Space for Two-Way Prediction of Structures and Spectra of Untrained Molecules

inferred← citeshttps://doi.org/10.1021/jacs.5c16529openalex-snapshot

SSNet: A Spectral Unmixing Framework for Enhancing the Qualitative Sensitivity of SERS to Trace Targets in Complex Mixtures

inferred← citeshttps://doi.org/10.1021/prechem.4c00096openalex-snapshot

Multiplex Detection of Biomarkers Empowered by Nanomaterials

inferred← citeshttps://doi.org/10.1038/s41467-024-53930-xopenalex-snapshot

Next-generation rapid phenotypic antimicrobial susceptibility testing

inferred← citeshttps://doi.org/10.1038/s41565-022-01284-0openalex-snapshot

Machine learning for nanoplasmonics

inferred← citeshttps://doi.org/10.1038/s41565-024-01753-8openalex-snapshot

Designing nanotheranostics with machine learning

inferred← citeshttps://doi.org/10.1038/s41598-021-97882-4openalex-snapshot

Drug-resistant Staphylococcus aureus bacteria detection by combining surface-enhanced Raman spectroscopy (SERS) and deep learning techniques

inferred← citeshttps://doi.org/10.1038/s41598-026-38497-5openalex-snapshot

Plasmonic artificial inspector for herbal medicines via surface-enhanced Raman spectroscopy and deep learning

inferred← citeshttps://doi.org/10.1038/s42003-023-05524-4openalex-snapshot

Deep learning and single-cell phenotyping for rapid antimicrobial susceptibility detection in Escherichia coli

inferred← citeshttps://doi.org/10.1038/s44259-025-00141-zopenalex-snapshot

Identification and antimicrobial resistance profiling of Pseudomonas aeruginosa using multi-excitation Raman spectroscopy and computational analytics

inferred← citeshttps://doi.org/10.1039/d0nr08353dopenalex-snapshot

Plasmonic nano-antimicrobials: properties, mechanisms and applications in microbe inactivation and sensing

inferred← citeshttps://doi.org/10.1039/d1nr00708dopenalex-snapshot

Surface-enhanced Raman spectroscopy for bioanalysis and diagnosis

inferred← citeshttps://doi.org/10.1039/d2an00703gopenalex-snapshot

Recent advances in antibiotic resistance diagnosis using SERS: focus on the “ Big 5 ” challenges

inferred← citeshttps://doi.org/10.1039/d2na00608aopenalex-snapshot

Machine learning-augmented surface-enhanced spectroscopy toward next-generation molecular diagnostics

inferred← citeshttps://doi.org/10.1039/d3lc00909bopenalex-snapshot

AI-enhanced biomedical micro/nanorobots in microfluidics

inferred← citeshttps://doi.org/10.1039/d3ra02560hopenalex-snapshot

Nano-biosensor for SARS-CoV-2/COVID-19 detection: methods, mechanism and interface design

inferred← citeshttps://doi.org/10.1039/d4cs00090kopenalex-snapshot

Biomedical SERS – the current state and future trends

inferred← citeshttps://doi.org/10.1039/d6ay00224bopenalex-snapshot

Deep learning-empowered SERS: deciphering the multidimensional information code of complex biological samples

inferred← citeshttps://doi.org/10.1039/d6ay01416jopenalex-snapshot

Bacterial catalase-responsive colorimetric array driven by nanozyme cascade for pathogen identification and phenotypic susceptibility testing

inferred← citeshttps://doi.org/10.1063/5.0198013openalex-snapshot

Retrieving genuine nonlinear Raman responses in ultrafast spectroscopy via deep learning

inferred← citeshttps://doi.org/10.1073/pnas.2210061120openalex-snapshot

Decoding the metabolic response of Escherichia coli for sensing trace heavy metals in water

inferred← citeshttps://doi.org/10.1088/2631-8695/ae67d4openalex-snapshot

Digital twin-based real-time stress monitoring for rail-mounted gantry cranes

inferred← citeshttps://doi.org/10.1093/clinchem/hvab207openalex-snapshot

Recent Advances in Rapid Antimicrobial Susceptibility Testing

inferred← citeshttps://doi.org/10.1101/2022.12.08.22283219openalex-snapshot

Deep Learning and Single Cell Phenotyping for Rapid Antimicrobial Susceptibility Testing

inferred← citeshttps://doi.org/10.1101/2024.07.11.24309858openalex-snapshot

Hardware-Free Testing for Antimicrobial Resistance Using Artificial Intelligence

inferred← citeshttps://doi.org/10.1117/1.ap.7.4.046007openalex-snapshot

Bacterial identification by metabolite-level interpretable surface-enhanced Raman spectroscopy

inferred← citeshttps://doi.org/10.1134/s0006297924603678openalex-snapshot

Methods for Rapid Evaluation of Microbial Antibiotics Resistance

inferred← citeshttps://doi.org/10.1146/annurev-anchem-061622-012448openalex-snapshot

Machine Learning–Driven SERS Nanoendoscopy and Optophysiology

inferred← citeshttps://doi.org/10.1186/s12951-022-01711-3openalex-snapshot

Nanomaterials meet surface-enhanced Raman scattering towards enhanced clinical diagnosis: a review

inferred← citeshttps://doi.org/10.17762/ijritcc.v11i9.8824openalex-snapshot

Artificial Intelligence in Battle against Antimicrobial Resistance: Opportunities and Challenges

inferred← citeshttps://doi.org/10.21203/rs.3.rs-536102/v1openalex-snapshot

Drug-resistant Staphylococcus Aureus Bacteria Detection with the Combination of Surface-enhanced Raman Spectroscopy and Deep Learning Techniques

inferred← citeshttps://doi.org/10.2139/ssrn.5070058openalex-snapshot

A Sers Sensor Based on Self-Assembled Ti3c2@Aunp Film, Streptavidin/Aptamer Co-Functionalized Tag and Ratiometric Strategy for Efficient and Sensitive Quantitative Analysis of Methicillin-Resistant Staphylococcus Aureus

inferred← citeshttps://doi.org/10.2147/ijn.s589169openalex-snapshot

SERS for Infectious Disease Diagnostics: An Advanced Platform for Pathogen Detection and Antimicrobial Resistance Analysis

inferred← citeshttps://doi.org/10.26599/nr.2025.94907834openalex-snapshot

Recent research progress in the integration of Raman spectroscopy with machine learning algorithms for disease diagnosis

inferred← citeshttps://doi.org/10.29026/oea.2026.260071openalex-snapshot

Deep-learning-assisted label-free single-cell identification and sorting using femtosecond laser fabricated microfluidic surface-enhanced Raman scattering (SERS) chips with plasmonic ring-shaped nanostructure arrays

inferred← citeshttps://doi.org/10.29026/oea.2026.260163openalex-snapshot

Statistical SERS spectroscopy based on concentration-encoded intensity distributions for deep-learning-assisted quantitation

inferred← citeshttps://doi.org/10.3389/fmicb.2022.830832openalex-snapshot

Pseudotargeted Metabolomic Fingerprinting and Deep Learning for Identification and Visualization of Common Pathogens

inferred← citeshttps://doi.org/10.3389/fmicb.2022.874966openalex-snapshot

Compound Raman microscopy for rapid diagnosis and antimicrobial susceptibility testing of pathogenic bacteria in urine

inferred← citeshttps://doi.org/10.3389/fmicb.2025.1641967openalex-snapshot

Bibliometric analysis of the application of artificial intelligence techniques in bacteriology: a PRISMA-guided research agenda

inferred← citeshttps://doi.org/10.3390/atmos13050721openalex-snapshot

Usefulness of Automatic Hyperparameter Optimization in Developing Radiation Emulator in a Numerical Weather Prediction Model

inferred← citeshttps://doi.org/10.3390/bios13030350openalex-snapshot

Recent Progress of Surface-Enhanced Raman Spectroscopy for Bacteria Detection

inferred← citeshttps://doi.org/10.3390/chemosensors9080232openalex-snapshot

Advances in Antimicrobial Resistance Monitoring Using Sensors and Biosensors: A Review

inferred← citeshttps://doi.org/10.3390/microorganisms10122383openalex-snapshot

Overcoming Antibiotic Resistance with Novel Paradigms of Antibiotic Selection

inferred← citeshttps://doi.org/10.3390/nano13182529openalex-snapshot

Nano-Biotechnology for Bacteria Identification and Potent Anti-bacterial Properties: A Review of Current State of the Art

inferred← citeshttps://doi.org/10.3390/photonics9030133openalex-snapshot

A Review of Raman-Based Technologies for Bacterial Identification and Antimicrobial Susceptibility Testing

inferred← citeshttps://doi.org/10.36227/techrxiv.24498862openalex-snapshot

Enhancing Open-World Bacterial Raman Spectra Identification by Feature Regularization for Improved Resilience against Unknown Classes

inferred← citeshttps://doi.org/10.36468/pharmaceutical-sciences.spl.467openalex-snapshot

Influence of Broncho-Vaxom Immunotherapy Combined with Trelegy Ellipta on Blood Eosinophils in Patients with Chronic Obstructive Pulmonary Disease

inferred← citeshttps://doi.org/10.7150/thno.100298openalex-snapshot

Real-time monitoring of single dendritic cell maturation using deep learning-assisted surface-enhanced Raman spectroscopy

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