Yinyan Wang

Abstract Cerebral ischaemia-reperfusion injury (CIRI) is a significant contributor to neurological dysfunction following ischemic stroke, involving multiple pathological mechanisms such as immune disorder, oxidative stress, inflammatory response, and apoptosis.

Introduction Gliomas are a type of primary brain tumors that develop from glial cells within the central nervous system (CNS) that continue to pose a significant health burden,1 constituting about 25.1% of all primary brain and CNS tumors and 80.8% of malignant tumors.2 Imaging plays a vital role in the diagnosis of gliomas, assessing treatment response and patient prognosis.3, 4 However, the pronounced heterogeneity of gliomas leads to highly variable imaging characteristics that are beyond...

An Interpretable Multi-Scale Convolutional Attention Residual Neural Network for Glioma Grading with Raman Spectroscopy Due to the malignancy of gliomas varies with their grade, classifying gliomas of different grades can assist doctors in developing personalized surgical plans during surgery, thereby improving prognosis. Raman spectroscopy is an optical method for real-time glioma diagnosis.