Applications of machine learning in spectroscopy

CA Meza Ramirez, M Greenop, L Ashton… - Applied Spectroscopy …, 2021 - Taylor & Francis
The way to analyze data in spectroscopy has changed substantially. At the same time, data
science has evolved to the point where spectroscopy can find space to be housed, adapted …

Exploring the steps of infrared (IR) spectral analysis: Pre-processing,(classical) data modelling, and deep learning

A Mokari, S Guo, T Bocklitz - Molecules, 2023 - mdpi.com
Infrared (IR) spectroscopy has greatly improved the ability to study biomedical samples
because IR spectroscopy measures how molecules interact with infrared light, providing a …

Diagnosis of liver cancer by FTIR spectra of serum

X Yang, Q Ou, W Yang, Y Shi, G Liu - Spectrochimica Acta Part A …, 2021 - Elsevier
Liver cancer is the most common fatal malignant tumor in the world. Early diagnosis of liver
cancer can improve the survival rate of the patients with liver disease. In this paper, Fourier …

Raman and FTIR spectroscopy in determining the chemical changes in healthy brain tissues and glioblastoma tumor tissues

J Depciuch, B Tołpa, P Witek, K Szmuc… - … Acta Part A: Molecular …, 2020 - Elsevier
Glioblastoma, also called glioblastoma multiforme (GBM), is a particularly malignant form of
primary brain tumor. This cancer accounts for 12–15% of all brain tumors. Despite the …

FT-Raman and FTIR spectroscopy as a tools showing marker of platinum-resistant phenomena in women suffering from ovarian cancer

M Kluz-Barłowska, T Kluz, W Paja, K Pancerz… - Scientific Reports, 2024 - nature.com
Platinum-resistant phenomena in ovarian cancer is very dangerous for women suffering
from this disease, because reduces the chances of complete recovery. Unfortunately, until …

Application of FTIR spectroscopy to infer ante-and post-mortem changes in archaeological human bone

M Colmenares-Prado, AM Cortizas… - … Acta Part A: Molecular …, 2024 - Elsevier
Several studies have used Fourier Transform Infrared Spectroscopy (FTIR) to assess
chemical and structural changes caused by diagenesis in archaeological human bone …

Applications of artificial intelligence in pediatric oncology: a systematic review

S Ramesh, S Chokkara, T Shen, A Major… - JCO Clinical Cancer …, 2021 - ascopubs.org
PURPOSE There is a need for an improved understanding of clinical and biologic risk
factors in pediatric cancer to improve patient outcomes. Machine learning (ML) represents …

A preliminary study of FTIR spectroscopy as a potential non-invasive screening tool for pediatric precursor B lymphoblastic leukemia

R Chaber, A Kowal, P Jakubczyk, C Arthur, K Łach… - Molecules, 2021 - mdpi.com
Early detection of the most common pediatric neoplasm, B-cell precursor lymphoblastic
leukemia (BCP-ALL), is challenging and requires invasive bone marrow biopsies. The …

Structure of Designer Antibody-like Peptides Binding to the Human C5a with Potential to Modulate the C5a Receptor Signaling

M Ghosh, PK Gupta, LM Behera… - Journal of Medicinal …, 2024 - ACS Publications
C5a is an integral glycoprotein of the complement system that plays an important role in
inflammation and immunity. The physiological concentration of C5a is observed to be …

Simultaneous FTIR and Raman spectroscopy in endometrial atypical hyperplasia and cancer

E Barnas, J Skret-Magierlo, A Skret… - International Journal of …, 2020 - mdpi.com
Currently, endometrial carcinoma (EC) is the most common genital cancer in high-income
countries. Some types of endometrial hyperplasia (EH) may be progressing to this …