【学术讲座预告】------Learning-based methods for infant brain images analysis
发布时间:2018-11-27

主题

【学术讲座预告】------Learning-based methods for infant brain images analysis

讲师

王利

讲座地点

皇都彩票工科大楼A座5楼重点实验室会议室

讲座时间

2018年11月29日(周四)下午4:00

讲者概况

王利,男,博士,助理教授,任职于北卡罗来纳大学教堂山分校,IEEESenior member20106月毕业于南京理工大学计算机科学与技术学院,获博士学位;20107月至今20157月,在北卡罗来纳大学教堂山分校做博士后;20157月至20167月在北卡罗来纳大学教堂山分校任职讲师; 20167月至今任职助理教授.多年来一直致力于研究婴幼儿大脑研究,包括分割,重建,早期诊断,获得NIH Career Award (K01)NIHR01项目;在国内外学术刊物和国际会议上发表学术论文138余篇,其中被SCI检索60余篇。谷歌Scholar总引用3447次,h-index=30.

摘要 

Recent progress in infant MRI technology allows us to track the dynamic brain developmental trajectories in vivo during the first year of life, which can greatly increase our very limited knowledge on normal early brain development, and also provide important insights into early neurodevelopmental disorders, such as autism spectrum disorder and schizophrenia. However, the existing neuroimaging computational tools, which were mainly developed for older children and adult brains, are ill-suited for infant brain studies, due to great challenges in tissue segmentation and labeling, caused by the extremely low contrast, insufficient resolution, severe partial volume effects, and dynamic growth. In this talk, Wang will introduce deep learning-based methods for infant brain images analysis, including tissue segmentation of cerebrum and cerebellum, hippocampal subfield, and imaging-biomarkers early diagnosis of autism.

承办单位 

福建省信息处理与智能控制重点实验室 

协办单位

数字福建智能化生产物联网实验室

电子信息与控制工程研究中心

工业机器人应用福建省高校工程研究中心

福州市机器人技术应用联合实验室

皇都彩票互联网创新研究中心

皇都彩票汇川科技物联网联合研究院

皇都彩票计算机与控制技术研究所

皇都彩票2011协同创新培育点“物联网技术与智能系统”

 


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