Applications of Raman spectroscopy in cancer diagnosis

GW Auner, SK Koya, C Huang, B Broadbent… - Cancer and Metastasis …, 2018 - Springer
Novel approaches toward understanding the evolution of disease can lead to the discovery
of biomarkers that will enable better management of disease progression and improve …

A review of Raman spectroscopy advances with an emphasis on clinical translation challenges in oncology

M Jermyn, J Desroches, K Aubertin… - Physics in Medicine …, 2016 - iopscience.iop.org
There is an urgent need for improved techniques for disease detection. Optical spectroscopy
and imaging technologies have potential for non-or minimally-invasive use in a wide range …

Raman spectroscopy of serum: an exploratory study for detection of oral cancers

A Sahu, S Sawant, H Mamgain, CM Krishna - Analyst, 2013 - pubs.rsc.org
Early diagnosis of oral cancers, one of the major cancers, is of utmost importance as 5-year
disease-free survival rates are some of the lowest, despite advances in treatment and …

In vivo Raman spectroscopic identification of premalignant lesions in oral buccal mucosa

SP Singh, A Deshmukh, P Chaturvedi… - … of biomedical optics, 2012 - spiedigitallibrary.org
Cancers of oral cavities are one of the most common malignancies in India and other south-
Asian countries. Tobacco habits are the main etiological factors for oral cancer. Identification …

Deep multi-feature fusion residual network for oral squamous cell carcinoma classification and its intelligent system using Raman spectroscopy

M Yu, J Ding, W Liu, X Tang, J **a, S Liang… - … Signal Processing and …, 2023 - Elsevier
Using fiber optic Raman spectroscopy and deep neural networks, we develop an intelligent
system which will be used to assist surgeons accurately and efficiently to identify oral …

In vivo Raman spectroscopy of oral buccal mucosa: a study on malignancy associated changes (MAC)/cancer field effects (CFE)

SP Singh, A Sahu, A Deshmukh, P Chaturvedi… - Analyst, 2013 - pubs.rsc.org
Occurrence of metachronous and synchronous secondary tumors in oral cavities has been
associated with poor prognosis and decreased 5-year disease-free survival rates. The origin …

Diverse region-based CNN for tongue squamous cell carcinoma classification with Raman spectroscopy

H Yan, M Yu, J **a, L Zhu, T Zhang, Z Zhu, G Sun - Ieee Access, 2020 - ieeexplore.ieee.org
Border discrimination is very important in the treatment of tongue squamous cell carcinoma
(TSCC). This study proposes an ensemble convolutional neural network (CNN) framework …

Tongue squamous cell carcinoma discrimination with Raman spectroscopy and convolutional neural networks

H Yan, M Yu, J **a, L Zhu, T Zhang, Z Zhu - Vibrational Spectroscopy, 2019 - Elsevier
Discriminating the border of tongue squamous cell carcinoma (TSCC) is very critical for
surgical treatment. Based on fiber optic Raman spectroscopy and deep learning technique …

In vivo Raman spectroscopy–assisted early identification of potential second primary/recurrences in oral cancers: an exploratory study

A Malik, A Sahu, SP Singh, A Deshmukh… - Head & …, 2017 - Wiley Online Library
Background Higher rates of local recurrences and second primaries, ascribable to field
cancerization, are known problem in oral cancers. The present study explored utility of …

Raman spectroscopy and cytopathology of oral exfoliated cells for oral cancer diagnosis

A Sahu, S Tawde, V Pai, P Gera, P Chaturvedi… - Analytical …, 2015 - pubs.rsc.org
For oral cancers, screening and monitoring of high-risk populations can aid in early
diagnosis and improve overall outcomes. Of the new methods, approaches based on …