Diagnosis of cognitive impairment in chronic kidney disease: A radiomics and machine learning approach with quantitative susceptibility mapping

Background: Chronic kidney disease (CKD) alters magnetic susceptibility within the basal ganglia, contributing to cognitive impairment (CI). This study aims to develop a radiomics-based model using quantitative susceptibility mapping (QSM) and machine learning for diagnosing CKD-related CI. Method:...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Yi-Fan Guo, Yuan-zhe Li, Yu Qi, Xu Liu, Li-jun Song, Wen-bo Yang, Min-gan Li, Xiao-yan Bai, Mao-sheng Xu, Meng-yuan Shen, Si-qing Cai, Yi Wang, Zheng-han Yang, Zhen-chang Wang, Hao Wang
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2026-01-01
Цуврал:	Brain Research Bulletin
Нөхцлүүд:	Basal ganglia Chronic kidney disease Cognitive impairment Quantitative susceptibility mapping Radiomics
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S036192302500526X
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!