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 …

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 …

Molecular fingerprint detection using Raman and infrared spectroscopy technologies for cancer detection: a progress review

S Zhang, Y Qi, SPH Tan, R Bi, M Olivo - Biosensors, 2023 - mdpi.com
Molecular vibrations play a crucial role in physical chemistry and biochemistry, and Raman
and infrared spectroscopy are the two most used techniques for vibrational spectroscopy …

Combined ultrasound and photoacoustic C-mode imaging system for skin lesion assessment

AF Kukk, F Scheling, R Panzer, S Emmert, B Roth - Scientific Reports, 2023 - nature.com
Accurate assessment of the size and depth of infiltration is critical for effectively treating and
removing skin cancer, especially melanoma. However, existing methods such as skin biopsy …

High-precision intelligent cancer diagnosis method: 2D Raman figures combined with deep learning

Y Qi, G Zhang, L Yang, B Liu, H Zeng, Q Xue… - Analytical …, 2022 - ACS Publications
Raman spectroscopy, as a label-free detection technology, has been widely used in tumor
diagnosis. However, most tumor diagnosis procedures utilize multivariate statistical analysis …

Portable spectroscopic system for in vivo skin neoplasms diagnostics by Raman and autofluorescence analysis

YA Khristoforova, IA Bratchenko… - Journal of …, 2019 - Wiley Online Library
The present paper studies the applicability of a portable cost‐effective spectroscopic system
for the optical screening of skin tumors. in vivo studies of Raman scattering and …

Finding reduced Raman spectroscopy fingerprint of skin samples for melanoma diagnosis through machine learning

DC Araújo, AA Veloso, RS de Oliveira Filho… - Artificial Intelligence in …, 2021 - Elsevier
Early-stage detection of cutaneous melanoma can vastly increase the chances of cure.
Excision biopsy followed by histological examination is considered the gold standard for …

Multimodal system for optical biopsy of melanoma with integrated ultrasound, optical coherence tomography and Raman spectroscopy

A Fedorov Kukk, D Wu, E Gaffal, R Panzer… - Journal of …, 2022 - Wiley Online Library
We introduce a new single‐head multimodal optical system that integrates optical
coherence tomography (OCT), 18 MHz ultrasound (US) tomography and Raman …

Biophysical basis of skin cancer margin assessment using Raman spectroscopy

X Feng, MC Fox, JS Reichenberg… - Biomedical optics …, 2019 - opg.optica.org
Achieving adequate margins during tumor margin resection is critical to minimize the
recurrence rate and maximize positive patient outcomes during skin cancer surgery …

Applications of Raman spectroscopy in clinical medicine

Y Qi, EX Chen, D Hu, Y Yang, Z Wu, M Zheng… - Food …, 2024 - Wiley Online Library
Raman spectroscopy is a nondestructive and highly effective technique for analyzing
biological tissues and diagnosing diseases by providing detailed spectral information about …