Glioma biopsies Classification Using Raman Spectroscopy and Machine Learning Models on Fresh Tissue Samples

M Riva, T Sciortino, R Secoli, E D'Amico, S Moccia… - Cancers, 2021 - mdpi.com
… A quick, unbiased brain tumor detection technique during glioma resection is of paramount
relevance to achieve additional quantitative diagnostic intra-operative information. …

Third Harmonic Generation microscopy distinguishes malignant cell grade in human breast tissue biopsies

E Gavgiotaki, G Filippidis, V Tsafas, S Bovasianos… - Scientific reports, 2020 - nature.com
… visualize and quantitatively differentiate … diagnosis, which could also be applied to fresh
tissues during surgery. A big advantage of the proposed technology is its speed as a diagnostic

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
… Raman spectroscopy for biological applications RS is an optical spectroscopic technique
that can … Early Raman studies on breast tissue focused on the qualitative analysis of spectra; …

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
… and application of novel laser spectroscopy for medical diagnostics and forensic purposes.
… were able to further achieve useful quantitative prediction capabilities useful for diagnostics. …

Machine learning aided photonic diagnostic system for minimally invasive optically guided surgery in the hepatoduodenal area

E Zherebtsov, M Zajnulina, K Kandurova, E Potapova… - Diagnostics, 2020 - mdpi.com
… of healthy and cancerous tissues, we consider the intensity spectra taken at 365 nm and …
spectra: “C” for cancerous tissues and ”N” for healthy tissues. Figure 4 shows 5 arbitrary spectra

Rise of Raman spectroscopy in neurosurgery: a review

D DePaoli, É Lemoine, K Ember… - … of biomedical optics, 2020 - spiedigitallibrary.org
… including quantitative exogenous … for tissue diagnosis is most appropriate. Studies have
shown that brain biopsies may be nondiagnostic in up to 10% of cases, and even if a diagnosis

Two-point Stokes vector diagnostic approach for characterization of optically anisotropic biological tissues

M Peyvasteh, A Dubolazov, A Popov… - Journal of Physics D …, 2020 - iopscience.iop.org
… Within the framework of the statistical and correlation analysis of the obtained data, new
quantitative criteria for the differentiation of the optical properties of biological tissues of various …

Biomolecular and bioanalytical applications of infrared spectroscopy–A review

KB Beć, J Grabska, CW Huck - Analytica chimica acta, 2020 - Elsevier
qualitative and quantitative analytical spectroscopy, spectral imaging, medical diagnosis, …
biomolecules; medical applications and diagnosis; cell and tissue analysis, drug delivery and …

[HTML][HTML] Recent advances in high speed diffuse optical imaging in biomedicine

MB Applegate, RE Istfan, S Spink, A Tank, D Roblyer - APL Photonics, 2020 - pubs.aip.org
… could greatly enhance the diagnostic potential of DOI by … TD-DOI, frequency domain diffuse
optical spectroscopy (FD-DOS) … The effects of optical absorption and scattering are quantified

[HTML][HTML] Applications of hyperspectral imaging in the detection and diagnosis of solid tumors

Y Zhang, X Wu, L He, C Meng, S Du… - Translational Cancer …, 2020 - ncbi.nlm.nih.gov
… Spectral features induced by these changes can be captured by HSI systems and then
transformed into quantitative diagnostic information. Because of the biological tissue structure …