A Low-Field MRI Dataset For Spatiotemporal Analysis of Developing Brain

被引:0
|
作者
Sun, Zhexian [1 ,2 ]
Huang, Jian [1 ,2 ]
Ma, Xiaohui [1 ]
Liang, Jiawei [1 ]
Sun, Chensheng [1 ,2 ]
Hu, Lanyin [3 ]
He, Hongjian [3 ,4 ]
Yu, Gang [1 ,2 ]
机构
[1] Zhejiang Univ, Childrens Hosp,Sch Med, Natl Clin Res Ctr Child Hlth, Natl Childrens Reg Med Ctr, Hangzhou 310052, Peoples R China
[2] Sino Finland Joint AI Lab Child Hlth Zhejiang Prov, Hangzhou 310052, Peoples R China
[3] Zhejiang Univ, Sch Phys, Hangzhou 310058, Peoples R China
[4] Zhejiang Univ, State Key Lab Brain Machine Intelligence, Hangzhou 310058, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
SIGNAL-TO-NOISE; OUTCOMES; IMPACT;
D O I
10.1038/s41597-025-04450-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Recently, imaging investigation of brain development has increasingly captured the attention of researchers and clinicians in an attempt to understand the link between the brain and behavioral changes. Although high-field MR imaging of infants is feasible, the necessary customizations have limited its accessibility, affordability, and reproducibility. Low-field MR, as an emerging solution for scrutinizing developing brain, has exhibited its unique advantages in safety, portability, and cost-effectiveness. The presented low-field infant structural MR data aims to manifest the feasibility of using low-field MR image to exam brain structural changes during early life in infants. The dataset comprises 100 T2 weighed MR images from infants with in-plane resolution of similar to 0.85 mm and similar to 6 mm slice thickness. To demonstrate the potential utility, we conducted atlas-based whole brain segmentations and volumetric quantifications to analyze brain development features in first 10 week in postnatal life. This dataset addresses the scarcity of a large, extended-span infant brain dataset that restricts the further tracking of infant brain development trajectories and the development of routine low-field MR imaging pipelines.
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页数:8
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