Early Detection of Pre-Cancerous and Cancerous Cells Using Raman Spectroscopy-Based Machine Learning

U Sharaha, D Hania, I Lapidot, A Salman, M Huleihel - Cells, 2023 - mdpi.com
Cancer is the most common and fatal disease around the globe, with an estimated 19 million
newly diagnosed patients and approximately 10 million deaths annually. Patients with …

Extended analysis of Raman spectra using artificial intelligence techniques for colorectal abnormality classification

D Kalatzis, E Spyratou, M Karnachoriti, MA Kouri… - Journal of …, 2023 - mdpi.com
Raman spectroscopy (RS) techniques are attracting attention in the medical field as a
promising tool for real-time biochemical analyses. The integration of artificial intelligence (AI) …

Nasopharyngeal carcinoma cell screening based on the electroporation-SERS spectroscopy

Q Hong, W Chen, Z Zhang, Q Chen, G Wei… - … Acta Part A: Molecular …, 2024 - Elsevier
Nasopharyngeal carcinoma (NPC) is a malignant tumor in head and neck. Early diagnosis
can effectively improve the survival rate of patients. Nasopharyngeal exfoliative cytology, as …

Shedding Light on Colorectal Cancer: An In Vivo Raman Spectroscopy Approach Combined with Deep Learning Analysis

MA Kouri, M Karnachoriti, E Spyratou… - International Journal of …, 2023 - mdpi.com
Raman spectroscopy has emerged as a powerful tool in medical, biochemical, and
biological research with high specificity, sensitivity, and spatial and temporal resolution …

Surface-enhanced Raman scattering spectroscopy in the assessment of small splints for promoting radial fracture healing in rabbits

W Chen, W Zhong, S Weng, H Huang, J Yang… - Spectroscopy …, 2024 - Taylor & Francis
Surface-enhanced Raman scattering spectroscopy was used to monitor changes in calcium
hydroxyapatite and other biochemical components during the healing of fractures managed …

Classifying Raman Spectra of Colon Cells Based on Machine Learning Algorithms

M Lasalvia, C Gallo, V Capozzi, G Perna - Photonics, 2024 - mdpi.com
Colorectal cancer is very widespread in developed countries. Its diagnosis partly depends
on pathologists' experience and their laboratories' instrumentation, producing uncertainty in …

[PDF][PDF] Early Detection of Pre-Cancerous and Cancerous Cells Using Raman Spectroscopy-Based Machine Learning. Cells 2023, 12, 1909

U Sharaha, D Hania, I Lapidot, A Salman, M Huleihel - 2023 - academia.edu
Cancer is the most common and fatal disease around the globe, with an estimated 19 million
newly diagnosed patients and approximately 10 million deaths annually. Patients with …