Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Microbial Biosensors01:17

Microbial Biosensors

Microbial biosensors are analytical devices that utilize living microbes to detect specific substances through measurable signals. These devices consist of two main components: biosensing organisms and signal-transducing elements. Biosensing organisms, such as Escherichia coli or Saccharomyces cerevisiae, are typically housed in multiwell plates connected to transducers, enabling rapid, real-time detection of target analytes.Signal Generation MechanismWhen a target analyte—such as...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

<b>Reply to Comment of Çıplak, Uluar & Chobanov (2026) to the recent monograph of Ünal 2025 (Orthoptera: Tettigoniidae)</b>.

Zootaxa·2026
Same author

Development of a Bioactive Dental Barrier Membrane Based on PCL/Collagen and PVA/Hydroxyapatite Layers with Amoxicillin-Loaded Electrosprayed Coating.

Pharmaceutics·2026
Same author

Automatic detection and quantification of antimicrobial inhibition zones using YOLO11n with <i>post-hoc</i> interpretability validation.

Frontiers in microbiology·2026
Same author

Production of Chitosan-PVA Coated Vitamin E and Ephedrine Nanoparticles Using Electrospraying for the Treatment of Narcolepsy.

Molecules (Basel, Switzerland)·2026
Same author

Mitigating Electrochemical Degradation in CsPbBr<sub>3</sub> Gamma Detectors by Organic and Inorganic Encapsulation.

ACS applied materials & interfaces·2026
Same author

Controlled drug release and electroconductive performance of 3D printed scaffolds for neural tissue regeneration.

Journal of materials science. Materials in medicine·2026

Related Experiment Video

Updated: Jul 4, 2026

Surface Enhanced Raman Spectroscopy Detection of Biomolecules Using EBL Fabricated Nanostructured Substrates
11:44

Surface Enhanced Raman Spectroscopy Detection of Biomolecules Using EBL Fabricated Nanostructured Substrates

Published on: March 20, 2015

20.2K

Emerging biomedical applications of surface-enhanced Raman spectroscopy integrated with artificial intelligence and

Zehra Tas1, Fatih Ciftci2, Kutay Icoz3

  • 1Karaman Provincial Health Directorate, Karaman, 70100, Türkiye.

Spectrochimica Acta. Part A, Molecular and Biomolecular Spectroscopy
|April 28, 2025
PubMed
Summary

This review highlights integrated surface-enhanced Raman spectroscopy (SERS), artificial intelligence (AI), and microfluidics for ultrasensitive, label-free diagnostics. These platforms offer potential for accessible, point-of-care biomedical applications, despite current challenges.

Keywords:
Artificial intelligenceBiomedical applicationsDeep learningMachine learningMicrofluidic technologiesSurface-Enhanced Raman Spectroscopy

More Related Videos

Fabricating a UV-Vis and Raman Spectroscopy Immunoassay Platform
09:02

Fabricating a UV-Vis and Raman Spectroscopy Immunoassay Platform

Published on: November 10, 2016

10.3K
Author Spotlight: Advancing SERS Technology: Au@Carbon Dot Nanoprobes for Label-Free Analysis and Imaging
06:19

Author Spotlight: Advancing SERS Technology: Au@Carbon Dot Nanoprobes for Label-Free Analysis and Imaging

Published on: June 9, 2023

1.4K

Related Experiment Videos

Last Updated: Jul 4, 2026

Surface Enhanced Raman Spectroscopy Detection of Biomolecules Using EBL Fabricated Nanostructured Substrates
11:44

Surface Enhanced Raman Spectroscopy Detection of Biomolecules Using EBL Fabricated Nanostructured Substrates

Published on: March 20, 2015

20.2K
Fabricating a UV-Vis and Raman Spectroscopy Immunoassay Platform
09:02

Fabricating a UV-Vis and Raman Spectroscopy Immunoassay Platform

Published on: November 10, 2016

10.3K
Author Spotlight: Advancing SERS Technology: Au@Carbon Dot Nanoprobes for Label-Free Analysis and Imaging
06:19

Author Spotlight: Advancing SERS Technology: Au@Carbon Dot Nanoprobes for Label-Free Analysis and Imaging

Published on: June 9, 2023

1.4K

Area of Science:

  • Biomedical Engineering
  • Analytical Chemistry
  • Data Science

Background:

  • Surface-enhanced Raman spectroscopy (SERS) offers high molecular sensitivity for biomedical analysis.
  • Artificial intelligence (AI) enhances spectral data interpretation.
  • Microfluidics enables precise sample handling and integration.

Purpose of the Study:

  • To review integrated SERS, AI, and microfluidics for advanced diagnostics.
  • To explore the potential of these platforms for label-free, ultrasensitive biomedical applications.
  • To address challenges and outline future directions for clinical translation.

Main Methods:

  • Review of SERS principles and biomedical applications.
  • Analysis of AI's role in spectral analysis.
  • Discussion of microfluidic integration and lab-on-chip designs.
  • Focus on nanomaterials and AI models for enhanced performance.

Main Results:

  • Integrated systems enable ultrasensitive, label-free diagnostics with minimal sample processing.
  • Portable and cost-effective platforms show promise for resource-limited settings.
  • Recent advances demonstrate enhanced analytical performance.

Conclusions:

  • Significant challenges remain, including reproducibility, clinical validation, and system integration.
  • Future directions include multimodal sensing, sustainable materials, and embedded AI for real-time diagnostics.
  • Bridging the gap between innovation and clinical implementation is crucial for widespread adoption.