An appraisal of the performance of AI tools for chronic stroke lesion segmentation

R Ahmed, A Al Shehhi, B Hassan, N Werghi… - Computers in Biology …, 2023 - Elsevier
Automated demarcation of stoke lesions from monospectral magnetic resonance imaging
scans is extremely useful for diverse research and clinical applications, including lesion …

A systematic review of deep learning in MRI-based cerebral vascular occlusion-based brain diseases

B Bayram, I Kunduracioglu, S Ince, I Pacal - Neuroscience, 2025 - Elsevier
Neurological disorders, including cerebral vascular occlusions and strokes, present a major
global health challenge due to their high mortality rates and long-term disabilities. Early …

基于深度学习的MRI 脑卒中病灶分割方法综述

余唯一, 陈涛, 张军平, 单洪明 - 智能科学与技术学报, 2023 - infocomm-journal.com
脑卒中病灶自动分割方法成为近几年的研究热点. 为了全面研究用于MRI 脑卒中病灶分割的深度
学习方法的现状, 针对脑卒中治疗的临床问题, 进一步阐述了基于深度学习的病灶分割的研究 …

Models to Identify Small Brain White Matter Hyperintensities Lesions

D Castillo, MJ Rodríguez-Álvarez… - Available at SSRN … - papers.ssrn.com
Abstract According to the World Health Organization (WHO), peripheral and central
neurological disorders affect approximately one billion people worldwide. Ischemic stroke …