On the public citation graph

Accurate identification of living Bacillus spores using laser tweezers Raman spectroscopy and deep learning

https://doi.org/10.1016/j.saa.2022.122216
0 signed · 65 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

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

inferredcites →https://doi.org/10.1002/jrs.6224openalex-snapshot
Rapid diagnosis of lung cancer and glioma based on serum Raman spectroscopy combined with deep learning
inferredcites →https://doi.org/10.1007/s00216-021-03332-5openalex-snapshot
Rapid identification of pathogens by using surface-enhanced Raman spectroscopy and multi-scale convolutional neural network
inferredcites →https://doi.org/10.1007/s13213-018-1361-zopenalex-snapshot
Biomarkers of bacterial spore germination
inferredcites →https://doi.org/10.1016/j.cmpb.2022.106755openalex-snapshot
Classification of skin cancer using convolutional neural networks analysis of Raman spectra
inferredcites →https://doi.org/10.1016/j.foodcont.2020.107769openalex-snapshot
Challenges and a step forward in honey classification based on Raman spectroscopy
inferredcites →https://doi.org/10.1016/j.neunet.2021.09.006openalex-snapshot
Detection of pancreatic cancer by convolutional-neural-network-assisted spontaneous Raman spectroscopy with critical feature visualization
inferredcites →https://doi.org/10.1016/j.saa.2022.120961openalex-snapshot
Overfitting One-Dimensional convolutional neural networks for Raman spectra identification
inferredcites →https://doi.org/10.1016/j.saa.2022.121133openalex-snapshot
Identification and quantification of adulterated honey by Raman spectroscopy combined with convolutional neural network and chemometrics
inferredcites →https://doi.org/10.1016/j.talanta.2022.123383openalex-snapshot
Laser tweezers Raman spectroscopy combined with deep learning to classify marine bacteria
inferredcites →https://doi.org/10.1016/j.vibspec.2019.05.002openalex-snapshot
Raman spectroscopy and hierarchical cluster analysis for the ingredients characterization in different formulations of paracetamol and counterfeit paracetamol
inferredcites →https://doi.org/10.1021/ac061090eopenalex-snapshot
Real-Time Detection of Kinetic Germination and Heterogeneity of Single Bacillus Spores by Laser Tweezers Raman Spectroscopy
inferredcites →https://doi.org/10.1021/ac400516popenalex-snapshot
Direct Analysis of Water Content and Movement in Single Dormant Bacterial Spores Using Confocal Raman Microspectroscopy and Raman Imaging
inferredcites →https://doi.org/10.1021/acs.accounts.1c00407openalex-snapshot
Biosensors for the Detection of Bacillus anthracis
inferredcites →https://doi.org/10.1021/acs.analchem.0c03341openalex-snapshot
Characterization of Heterogeneity and Dynamics of Lysis of Single Bacillus subtilis Cells upon Prophage Induction During Spore Germination, Outgrowth, and Vegetative Growth Using Raman Tweezers and Live-Cell Phase-Contrast Microscopy
inferredcites →https://doi.org/10.1021/acs.analchem.1c00431openalex-snapshot
Analysis of Raman Spectra by Using Deep Learning Methods in the Identification of Marine Pathogens
inferredcites →https://doi.org/10.1021/ja962676topenalex-snapshot
Raman and Infrared Spectra of (2‘S)-[2‘-2H]Thymidine: Vibrational Coupling between Deoxyribosyl and Thymine Moieties and Structural Implications
inferredcites →https://doi.org/10.1038/nprot.2011.307openalex-snapshot
Characterization of bacterial spore germination using phase-contrast and fluorescence microscopy, Raman spectroscopy and optical tweezers
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/10.1093/femsre/fuy021openalex-snapshot
Sporulation environment influences spore properties in Bacillus: evidence and insights on underlying molecular and physiological mechanisms
inferredcites →https://doi.org/10.1109/slaai-icai56923.2022openalex-snapshot
2022 6th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI)
inferredcites →https://doi.org/10.1111/j.1365-2672.2005.02736.xopenalex-snapshot
Spores of Bacillus subtilis: their resistance to and killing by radiation, heat and chemicals
inferredcites →https://doi.org/10.1111/j.1365-2672.2008.03899.xopenalex-snapshot
Analysis of broth-culturedBacillus atrophaeusandBacillus cereusspores
inferredcites →https://doi.org/10.1111/jam.14863openalex-snapshot
Reevaluating limits of detection of 12 lateral flow immunoassays for the detection of Yersinia pestis , Francisella tularensis , and Bacillus anthracis spores using viable risk group‐3 strains
inferredcites →https://doi.org/10.1117/12.2576447openalex-snapshot
Anomaly detection using 1D convolutional neural networks for surface enhanced raman scattering
inferredcites →https://doi.org/10.1128/aem.00194-11openalex-snapshot
Monitoring the Wet-Heat Inactivation Dynamics of Single Spores of Bacillus Species by Using Raman Tweezers, Differential Interference Contrast Microscopy, and Nucleic Acid Dye Fluorescence Microscopy
inferredcites →https://doi.org/10.1128/jb.00200-15openalex-snapshot
Characterization of the Dynamic Germination of Individual Clostridium difficile Spores Using Raman Spectroscopy and Differential Interference Contrast Microscopy
inferredcites →https://doi.org/10.1128/jb.00231-19openalex-snapshot
Properties of Aged Spores of Bacillus subtilis
inferredcites →https://doi.org/10.1128/jb.00282-07openalex-snapshot
Levels of Ca 2+ -Dipicolinic Acid in Individual Bacillus Spores Determined Using Microfluidic Raman Tweezers
inferredcites →https://doi.org/10.1128/jb.62.2.145-148.1951openalex-snapshot
MANGANESE AS AN ESSENTIAL ELEMENT FOR SPORULATION IN THE GENUS BACILLUS
inferredcites →https://doi.org/10.1177/0003702817723928openalex-snapshot
Raman Spectroscopy Combined with Principal Component Analysis for Screening Nasopharyngeal Cancer in Human Blood Sera
inferredcites →https://doi.org/10.1177/0003702820904444openalex-snapshot
Rapid Screening of Thyroid Dysfunction Using Raman Spectroscopy Combined with an Improved Support Vector Machine
inferredcites →https://doi.org/10.1364/ao.424595openalex-snapshot
Optical design for laser tweezers Raman spectroscopy setups for increased sensitivity and flexible spatial detection
inferredcites →https://doi.org/10.1364/boe.9.000844openalex-snapshot
Raman spectroscopy combined with a support vector machine for differentiating between feeding male and female infants mother’s milk
inferredcites →https://doi.org/10.2217/fmb.10.60openalex-snapshot
Spore-forming Bacilli and Clostridia in human disease
inferredcites →https://doi.org/10.3389/fmicb.2014.00092openalex-snapshot
Quantitative and sensitive RNA based detection of Bacillus spores
inferredcites →https://doi.org/10.3389/fmicb.2015.00791openalex-snapshot
MALDI-TOF mass spectrometry: an emerging technology for microbial identification and diagnosis
inferredcites →https://doi.org/10.3389/fmicb.2020.511674openalex-snapshot
Evaluation of MALDI-ToF Mass Spectrometry for Rapid Detection of Cereulide From Bacillus cereus Cultures
inferredcites →https://doi.org/10.3390/s16081257openalex-snapshot
Probing the Kinetic Anabolism of Poly-Beta-Hydroxybutyrate in Cupriavidus necator H16 Using Single-Cell Raman Spectroscopy
inferredcites →https://doi.org/10.3791/3064-vopenalex-snapshot
Aseptic Laboratory Techniques: Plating Methods
inferredcites →https://doi.org/10.5772/31859openalex-snapshot
Detection of Bacillus Spores by Surface-Enhanced Raman Spectroscopy

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4531536openalex-extracted
Preparation of Van/Amp-Fe3o4 Nanoparticles with Dual Recognition Effect and Their Application in Spore Separation and Enrichment
inferred← citeshttps://doi.org/10.1002/bab.2741openalex-snapshot
Diagnosis Accuracy of Raman Spectroscopy in the Identification of Pathogenic Bacteria
inferred← citeshttps://doi.org/10.1002/fsn3.70429openalex-snapshot
Cold Plasma‐Mediated Inactivation of Spore‐Forming Microorganisms: Mechanisms, Quality Attributes, and Efficiency Parameters
inferred← citeshttps://doi.org/10.1002/jbio.202300510openalex-snapshot
Rapid and accurate identification of marine bacteria spores at a single‐cell resolution by laser tweezers Raman spectroscopy and deep learning
inferred← citeshttps://doi.org/10.1007/s00253-026-13917-8openalex-snapshot
Conditional superiorities and unaddressed bottlenecks: a critical review of artificial intelligence for waterborne microbial detection
inferred← citeshttps://doi.org/10.1016/j.aca.2024.342616openalex-snapshot
Characteristic substance analysis and rapid detection of bacteria spores in cooked meat products by surface enhanced Raman scattering based on Ag@AuNP array substrate
inferred← citeshttps://doi.org/10.1016/j.foodchem.2026.147858openalex-snapshot
Recent progress in typical foodborne spore-forming bacteria detection
inferred← citeshttps://doi.org/10.1016/j.lwt.2024.116150openalex-snapshot
Analysis of spore prevalence and sporulation potential in prepackaged meat products
inferred← citeshttps://doi.org/10.1016/j.saa.2026.128562openalex-snapshot
Identification of bacterial spores by Raman and OPTIR spectroscopy coupled with machine learning
inferred← citeshttps://doi.org/10.1016/j.snb.2026.140921openalex-snapshot
Raman spectroscopic sensing of microsporidian spores based on multi-head attention–enhanced SVM for rapid and label-free classification
inferred← citeshttps://doi.org/10.1016/j.trac.2026.118854openalex-snapshot
Overview of recent advances of Raman spectroscopy in molecular medicine
inferred← citeshttps://doi.org/10.1021/acs.analchem.4c04817openalex-snapshot
Advanced Nosema bombycis Spore Identification: Single-Cell Raman Spectroscopy Combined with Self-Attention Mechanism-Guided Deep Learning
inferred← citeshttps://doi.org/10.1021/acs.analchem.5c04715openalex-snapshot
Robust Single-Cell Raman Identification Enabled by Target–Interference Library
inferred← citeshttps://doi.org/10.1021/acs.analchem.5c08187openalex-snapshot
Precisely Identifying Growth Phases of Living Bacteria using Open-Set Deep Learning-Driven Single-Cell Raman Spectroscopy
inferred← citeshttps://doi.org/10.1039/d3ay01956jopenalex-snapshot
Selective purification and rapid quantitative detection of spores using a “stepped” magnetic flow device
inferred← citeshttps://doi.org/10.1039/d5an00834dopenalex-snapshot
Boosting living Bacillus spore identification: Kolmogorov–Arnold network-guided convolutional neural network combined with laser tweezers Raman spectroscopy
inferred← citeshttps://doi.org/10.1039/d6dd00044dopenalex-snapshot
Benchmarking deep learning models for Raman spectroscopy across open-source datasets
inferred← citeshttps://doi.org/10.1140/epjp/s13360-026-07599-4openalex-snapshot
Study on the dynamic process of foodborne fusiform spores formation based on Raman spectroscopy
inferred← citeshttps://doi.org/10.1142/s1793545825500300openalex-snapshot
Advancing living Bacillus spore identification: Multi-head self-attention mechanism-enabled deep learning combined with single-cell Raman spectroscopy
inferred← citeshttps://doi.org/10.1177/00037028231198878openalex-snapshot
Temperature Measurement of Trapped, Thermally Sensitive Single Particles in an Optical Trap Using Raman Spectroscopy
inferred← citeshttps://doi.org/10.1364/boe.519093openalex-snapshot
Rapid and accurate identification of stem cell differentiation stages via SERS and convolutional neural networks
inferred← citeshttps://doi.org/10.1364/boe.553461openalex-snapshot
Adaptive Raman spectral unmixing method based on Voigt peak compensation for quantitative analysis of cellular biochemical components
inferred← citeshttps://doi.org/10.26599/fshw.2024.9250293openalex-snapshot
A new method of spore separation: preparation of antibiotic modified nanoparticles and its application in spore-vegetative cell mixed system
inferred← citeshttps://doi.org/10.3390/molecules29051077openalex-snapshot
Illuminating the Tiny World: A Navigation Guide for Proper Raman Studies on Microorganisms
inferred← citeshttps://doi.org/10.3390/s24144503openalex-snapshot
Raman-Activated, Interactive Sorting of Isotope-Labeled Bacteria
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.