Towards development of a novel universal medical diagnostic method: Raman spectroscopy and machine learning

NM Ralbovsky, IK Lednev - Chemical Society Reviews, 2020 - pubs.rsc.org
Many problems exist within the myriad of currently employed screening and diagnostic
methods. Further, an incredibly wide variety of procedures are used to identify an even …

Towards a point-of-care SERS sensor for biomedical and agri-food analysis applications: A review of recent advancements

J Perumal, Y Wang, ABE Attia, US Dinish, M Olivo - Nanoscale, 2021 - pubs.rsc.org
The growing demand for reliable and robust methodology in bio-chemical sensing calls for
the continuous advancement of sensor technologies. Over the last two decades, surface …

Rapid, label-free histopathological diagnosis of liver cancer based on Raman spectroscopy and deep learning

L Huang, H Sun, L Sun, K Shi, Y Chen, X Ren… - Nature …, 2023 - nature.com
Biopsy is the recommended standard for pathological diagnosis of liver carcinoma.
However, this method usually requires sectioning and staining, and well-trained pathologists …

Raman spectroscopy: Current applications in breast cancer diagnosis, challenges and future prospects

K Hanna, E Krzoska, AM Shaaban, D Muirhead… - British journal of …, 2022 - nature.com
Despite significant improvements in the way breast cancer is managed and treated, it
continues to persist as a leading cause of death worldwide. If detected and diagnosed early …

Prospects of surface-enhanced Raman spectroscopy for biomarker monitoring toward precision medicine

J Plou, PS Valera, I Garcia, CDL de Albuquerque… - ACS …, 2022 - ACS Publications
Future precision medicine will be undoubtedly sustained by the detection of validated
biomarkers that enable a precise classification of patients based on their predicted disease …

Clinical applications of infrared and Raman spectroscopy in the fields of cancer and infectious diseases

M Paraskevaidi, BJ Matthew, BJ Holly… - Applied Spectroscopy …, 2021 - Taylor & Francis
Analytical technologies that can improve disease diagnosis are highly sought after. Current
screening/diagnostic tests for several diseases are limited by their moderate diagnostic …

Gold nanoparticle-based aptasensors: A promising perspective for early-stage detection of cancer biomarkers

A Atapour, H Khajehzadeh, M Shafie, M Abbasi… - Materials Today …, 2022 - Elsevier
Early detection of cancer is critical for providing safe and timely treatment to patients. To
detect the existence of biological markers for cancer at very low levels in the early phases of …

SERS‐Based Biosensors Combined with Machine Learning for Medical Application**

Y Ding, Y Sun, C Liu, QY Jiang, F Chen… - ChemistryOpen, 2023 - Wiley Online Library
Surface‐enhanced Raman spectroscopy (SERS) has shown strength in non‐invasive, rapid,
trace analysis and has been used in many fields in medicine. Machine learning (ML) is an …

Label-free sensing with metal nanostructure-based surface-enhanced Raman spectroscopy for cancer diagnosis

M Constantinou, K Hadjigeorgiou… - ACS Applied Nano …, 2022 - ACS Publications
Surface-Enhanced Raman Spectroscopy (SERS) is a powerful analytical technique for the
detection of small analytes with great potential for medical diagnostic applications. Its high …

Nanoparticles in dentistry: A comprehensive review

G Moraes, C Zambom, WL Siqueira - Pharmaceuticals, 2021 - mdpi.com
In recent years, nanoparticles (NPs) have been receiving more attention in dentistry. Their
advantageous physicochemical and biological properties can improve the diagnosis …