A review of machine learning methods recently applied to FTIR spectroscopy data for the analysis of human blood cells

A Fadlelmoula, SO Catarino, G Minas, V Carvalho - Micromachines, 2023 - mdpi.com
Machine learning (ML) is a broad term encompassing several methods that allow us to learn
from data. These methods may permit large real-world databases to be more rapidly …

Thiol disulfide homeostasis in psychiatric disorders: A comprehensive review

ME Tuncay, MI Atagun, O Erel - Progress in Neuro-Psychopharmacology …, 2023 - Elsevier
Thiol-disulfide couple maintains an intracellular redox status. Dynamic thiol-disulfide
homeostasis acts crucial parts in metabolic processes involving signal mechanisms …

Assessment of structural protein expression by FTIR and biochemical assays as biomarkers of metabolites response in gastric and colon cancer

Z Guleken, H Bulut, Gİ Gültekin, S Arıkan, İ Yaylım… - Talanta, 2021 - Elsevier
Colon and gastric cancers are the widespread benign types of cancers which are
synchronous and metachronous neoplasms. In terms of the progression and progress of the …

Investigation of the discrimination and characterization of blood serum structure in patients with opioid use disorder using IR spectroscopy and PCA-LDA analysis

Z Guleken, B Ünübol, R Bilici, D Sarıbal… - … of Pharmaceutical and …, 2020 - Elsevier
Harmful illicit drug use, such as opioid use disorder (OUD), causes multiple diseases that
result in physiological, pathological, and structural changes in serum biochemical …

Spectrochemical and biochemical assay comparison study of the healing effect of the Aloe vera and Hypericum perforatum loaded nanofiber dressings on diabetic …

Z Guleken, J Depciuch, H Ege, G İlbay… - … Acta Part A: Molecular …, 2021 - Elsevier
Diabetic wounds have a slow healing process and easy to be infected. In addition to current
drug treatments, supportive approaches are needed for diabetic wound treatment. In this …

Detection of the chemical changes in blood, liver, and brain caused by electromagnetic field exposure using Raman spectroscopy, biochemical assays combined with …

Z Guleken, M Kula-Maximenko, J Depciuch… - Photodiagnosis and …, 2022 - Elsevier
The effects of the electromagnetic field on living organisms have been studied for several
years. In this article, we showed what kind of cold change an extremely low-frequency …

Diagnosis of endometriosis using endometrioma volume and vibrational spectroscopy with multivariate methods as a noninvasive method

Z Guleken, H Bulut, J Depciuch, N Tarhan - Spectrochimica Acta Part A …, 2022 - Elsevier
Endometriomas are typically an advanced form of endometriosis that leads to the formation
of scar tissue, adhesions, and an inflammatory reaction. There is no certain serum marker for …

Assessment of the effect of endocrine abnormalities on biomacromolecules and lipids by FT-IR and biochemical assays as biomarker of metabolites in early Polycystic …

Z Guleken, H Bulut, B Bulut, J Depciuch - Journal of Pharmaceutical and …, 2021 - Elsevier
Polycystic ovary syndrome (PCOS) is a common endocrinopathy associated with metabolic
disturbances. Both in the development and improvement of the disease, the structure of …

Spectroscopic study of the effect of low dose fast neutrons on the hemoglobin structure

A Saeed, F Abolaban - Spectrochimica Acta Part A: Molecular and …, 2021 - Elsevier
Cosmic rays, nuclear accidents, and neutron therapy could be sources for exposure to low-
dose fast neutrons. However, the study of low dose effects needs sentient techniques to …

High Performance Antibacterial Structure‐Tuned Hemofiltration Membrane for Facile Permeability of Blood Plasma During Plasmapheresis

R Dehghan, J Barzin… - Polymers for Advanced …, 2024 - Wiley Online Library
ABSTRACT A microfiltration membrane is designed to separate blood cells without altering
plasma composition. A vapor‐induced phase separation (VIPS) combined with …