测量功能正常的人脑

IF 7.4 1区数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS

Annual Review of Statistics and Its Application Pub Date : 2024-09-11 DOI:10.1146/annurev-statistics-040522-100329

Martin A. Lindquist, Bonnie B. Smith, Arunkumar Kannan, Angela Zhao, Brian Caffo

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引用次数: 0

摘要

功能磁共振成像（fMRI）的出现标志着实时测量活体人脑功能的重大技术突破。部分由于其 4D 性质（三个空间维度和时间），fMRI 数据在过去几十年中激发了大量统计发展，以解决其独特的时空特性问题。本文概述了大脑功能测量的现状，尤其侧重于 fMRI，并重点介绍了过去十年的主要发展。此外，文章还展望了未来，讨论了业界尚未解决的研究问题，并概述了未来潜在的研究课题。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Measuring the Functioning Human Brain

The emergence of functional magnetic resonance imaging (fMRI) marked a significant technological breakthrough in the real-time measurement of the functioning human brain in vivo. In part because of their 4D nature (three spatial dimensions and time), fMRI data have inspired a great deal of statistical development in the past couple of decades to address their unique spatiotemporal properties. This article provides an overview of the current landscape in functional brain measurement, with a particular focus on fMRI, highlighting key developments in the past decade. Furthermore, it looks ahead to the future, discussing unresolved research questions in the community and outlining potential research topics for the future.

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来源期刊

Annual Review of Statistics and Its Application MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-STATISTICS & PROBABILITY

CiteScore

13.40

自引率

1.30%

发文量

期刊介绍： The Annual Review of Statistics and Its Application publishes comprehensive review articles focusing on methodological advancements in statistics and the utilization of computational tools facilitating these advancements. It is abstracted and indexed in Scopus, Science Citation Index Expanded, and Inspec.