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 …

Raman spectroscopic techniques for detecting structure and quality of frozen foods: principles and applications

W Zhang, J Ma, DW Sun - Critical Reviews in Food Science and …, 2021 - Taylor & Francis
Frozen foods are among the most popular food products and the development of techniques
for the rapid detection of their structures and quality is important for the frozen food industry …

In-vivo Raman spectroscopy: from basics to applications

E Cordero, I Latka, C Matthäus… - Journal of biomedical …, 2018 - spiedigitallibrary.org
For more than two decades, Raman spectroscopy has found widespread use in biological
and medical applications. The instrumentation and the statistical evaluation procedures …

[HTML][HTML] Real-time molecular imaging of near-surface tissue using Raman spectroscopy

W Yang, F Knorr, I Latka, M Vogt… - Light: Science & …, 2022 - nature.com
The steady progress in medical diagnosis and treatment of diseases largely hinges on the
steady development and improvement of modern imaging modalities. Raman spectroscopy …

Raman spectroscopy for cancer detection and cancer surgery guidance: translation to the clinics

IP Santos, EM Barroso, TCB Schut, PJ Caspers… - Analyst, 2017 - pubs.rsc.org
Oncological applications of Raman spectroscopy have been contemplated, pursued, and
developed at academic level for at least 25 years. Published studies aim to detect pre …

Accurate tumor subtype detection with raman spectroscopy via variational autoencoder and machine learning

C He, S Zhu, X Wu, J Zhou, Y Chen, X Qian, J Ye - ACS omega, 2022 - ACS Publications
Accurate diagnosis of cancer subtypes is a great guide for the development of surgical plans
and prognosis in the clinic. Raman spectroscopy, combined with the machine learning …

Recent progress in tissue optical clearing for spectroscopic application

AY Sdobnov, ME Darvin, EA Genina… - … Acta Part A: Molecular …, 2018 - Elsevier
This paper aims to review recent progress in optical clearing of the skin and over naturally
turbid biological tissues and blood using this technique in vivo and in vitro with multiphoton …

Raman spectroscopy and imaging for cancer diagnosis

S Cui, S Zhang, S Yue - Journal of healthcare engineering, 2018 - Wiley Online Library
Raman scattering has long been used to analyze chemical compositions in biological
systems. Owing to its high chemical specificity and noninvasive detection capability, Raman …

Applications of Raman spectroscopy in the development of cell therapies: state of the art and future perspectives

S Rangan, HG Schulze, MZ Vardaki, MW Blades… - Analyst, 2020 - pubs.rsc.org
Therapies based on injecting living cells into patients offer a huge potential to cure many
degenerative and deadly diseases, with hundreds of clinical trials ongoing. Due to their …

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 …