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Updated: Jul 8, 2025

Three-Dimensional Shape Modeling and Analysis of Brain Structures
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Three-Dimensional Shape Modeling and Analysis of Brain Structures

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使用CentileBrain:算法基准测试和模型优化,在整个生命周期中对大脑形态学的规范建模

Ruiyang Ge1, Yuetong Yu1, Yi Xuan Qi1

  • 1Djavad Mowafagian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada.

bioRxiv : the preprint server for biology
|December 11, 2023
PubMed
概括

我们开发了一种特定于性别的大脑形态测量建模框架,使用来自37,000多个人的数据. 这种工具有助于理解神经解剖学变化,并有助于未来的研究设计.

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Whole-brain Segmentation and Change-point Analysis of Anatomical Brain MRI—Application in Premanifest Huntington's Disease09:06

Whole-brain Segmentation and Change-point Analysis of Anatomical Brain MRI—Application in Premanifest Huntington's Disease

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相关概念视频

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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