Significance: Assessment of pain and its clinical diagnosis rely on subjective methods which become even more complicated under analgesic drug administrations.
Aim: We aim to propose a deep learning (DL)-based transfer learning (TL) methodology for objective classification of functional near-infrared spectroscopy (fNIRS)-derived cortical oxygenated hemoglobin responses to painful and non-painful stimuli presented under different timings post-analgesic and placebo drug administration.
Approach: A publicly available fNIRS dataset obtained during painful/non-painful stimuli was used.
Microplastic (MP) pollution has been observed in a variety of ecosystems, but there is a limited number of studies on reservoir ecosystems. The aim of this study was to determine the levels of MP contamination in sediment, water and commercially important fish species (Cyprinus carpio, Perca fluviatilis, Atherina boyeri and Sander lucioperca) collected from the Yamula Reservoir in Türkiye. Water samples were collectes at five stations.
View Article and Find Full Text PDFThis study investigates the potential therapeutic effects and molecular mechanisms of hesperidin treatment on cell migration and epithelial-mesenchymal transition, key stages of proliferative vitreoretinopathy (PVR). Human retinal pigment epithelial cells (ARPE-19) were treated with 10 ng/ml transforming growth factor-beta 2 (TGF-β2) alone or in combination with 1.56 μM hesperidin for 48 h.
View Article and Find Full Text PDFIntroduction: Myxoid glioneuronal tumor of the septum pellucidum is an uncommon clinical entity, previously referred to dysembryoplastic neuroepithelial tumor located in the septum pellucidum.
Methods: This study was conducted following PRISMA guidelines. A comprehensive literature search was performed in the PubMed/MEDLINE, Web of Science, and Scopus databases.