Automation of a Rule-based Workflow to Estimate Age from Brain MR Imaging of Infants and Children Up to 2 Years Old Using Stacked Deep Learning
Author:
Affiliation:
1. Department of Radiology, Juntendo University School of Medicine
Publisher
Japanese Society for Magnetic Resonance in Medicine
Subject
Radiology, Nuclear Medicine and imaging
Link
https://www.jstage.jst.go.jp/article/mrms/advpub/0/advpub_mp.2021-0068/_pdf
Reference32 articles.
1. 1. Roche AF, Garn SM, Reynolds EL, et al. The first seriatim study of human growth and middle aging. Am J Phys Anthropol 1981; 54:23–24.
2. 2. Dobbing J, Sands J. Quantitative growth and development of human brain. Arch Dis Child 1973; 48:757–767.
3. 3. Squires LA, Krishnamoorthy KS, Natowicz MR. Delayed myelination in infants and young children: radiographic and clinical correlates. J Child Neurol 1995; 10:100–104.
4. 4. Holland BA, Haas DK, Norman D, et al. MRI of normal brain maturation. AJNR Am J Neuroradiol 1986; 7:201–208.
5. 5. McArdle CB, Richardson CJ, Nicholas DA, et al. Developmental features of the neonatal brain: MR imaging. Part I. Gray-white matter differentiation and myelination. Radiology 1987; 162:223–229.
Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Age-appropriate or delayed myelination? Scoring myelination in routine clinical MRI;European Journal of Paediatric Neurology;2024-09
2. Deep Learning‐Driven Transformation: A Novel Approach for Mitigating Batch Effects in Diffusion MRI Beyond Traditional Harmonization;Journal of Magnetic Resonance Imaging;2023-10-25
3. Development and Evaluation of Deep Learning Models for Automated Estimation of Myelin Maturation Using Pediatric Brain MRI Scans;Radiology: Artificial Intelligence;2023-09-01
4. Automatic detection of punctate white matter lesions in infants using deep learning of composite images from two cases;Scientific Reports;2023-03-17
5. Multiparametric MRI;Investigative Radiology;2023-02-21
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3