[HTML][HTML] SERS sensing for cancer biomarker: Approaches and directions

L Vázquez-Iglesias, GMS Casagrande, D García-Lojo… - Bioactive Materials, 2024 - Elsevier
These days, cancer is thought to be more than just one illness, with several complex
subtypes that require different screening approaches. These subtypes can be distinguished …

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

JQ Li, PV Dukes, W Lee, M Sarkis… - Journal of Raman …, 2022 - Wiley Online Library
Surface‐enhanced Raman spectroscopy (SERS) has wide diagnostic applications because
of narrow spectral features that allow multiplexed analysis. Machine learning (ML) has been …

Recent advances towards point-of-care applications of surface-enhanced raman scattering sensing

S Quarin, P Strobbia - Frontiers in Chemistry, 2021 - frontiersin.org
The ability to accurately diagnose at the point of care is crucial in many pathologies.
However, current standard diagnostic practices can only be performed in specialized health …

Exploring the clinical utility of raman spectroscopy for point-of-care cardiovascular disease biomarker detection

C Soliman, J Faircloth, D Tu, S Mabbott… - Applied …, 2023 - journals.sagepub.com
A variety of innovative point-of-care (POC) solutions using Raman systems have been
explored. However, the vast effort is in assay development, while studies of the …

Optical diagnosis of oral cavity lesions by label-free Raman spectroscopy

L Matthies, MT Gebrekidan, JF Tegtmeyer… - Biomedical Optics …, 2021 - opg.optica.org
Oral squamous cell carcinoma (OSCC) is one of the most prevalent cancers and frequently
preceded by non-malignant lesions. Using Shifted-Excitation Raman Difference …

Raman difference spectroscopy and U-Net convolutional neural network for molecular analysis of cutaneous neurofibroma

L Matthies, H Amir-Kabirian, MT Gebrekidan… - Plos one, 2024 - journals.plos.org
In Neurofibromatosis type 1 (NF1), peripheral nerve sheaths tumors are common, with
cutaneous neurofibromas resulting in significant aesthetic, painful and functional problems …

Raman spectroscopy and U‐Net deep neural network in antiresorptive drug‐related osteonecrosis of the jaw

L Matthies, MT Gebrekidan, AS Braeuer… - Oral …, 2023 - Wiley Online Library
Objective Application of an optical method for the identification of antiresorptive drug‐related
osteonecrosis of the jaw (ARONJ). Methods We introduce shifted‐excitation Raman …

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

JQ Li, H Neng-Wang, AJ Canning… - Applied …, 2024 - journals.sagepub.com
Surface-enhanced Raman spectroscopy (SERS) has wide diagnostic applications due to
narrow spectral features that allow multiplex analysis. We have previously developed a …

SERS biosensors for point-of-care infectious disease diagnostics

HT Ngo, T Vo-Dinh - SERS for Point-of-Care and Clinical Applications, 2022 - Elsevier
Timely diagnosis of infectious diseases is critical to healthcare, especially in the time of
pandemics. However, most current methods of infectious disease diagnosis are laboratory …

Applications of SERS in biochemical and medical analysis

E Pyrak, A Szaniawska, A Kudelski - Molecular and Laser Spectroscopy, 2022 - Elsevier
In this chapter, we describe selected applications of surface-enhanced Raman scattering
(SERS) for determining various biochemically (especially medically) important species, from …