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Updated: Jun 19, 2026

A Comprehensive Protocol for Manual Segmentation of the Medial Temporal Lobe Structures
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A Comprehensive Protocol for Manual Segmentation of the Medial Temporal Lobe Structures

Published on: July 2, 2014

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一个双阶段框架,以高精度对大脑解剖区域进行细分

Peyman Sharifian1, Alireza Karimian2, Hossein Arabi3

  • 1Department of Biomedical Engineering, Faculty of Engineering, University of Isfahan, Isfahan, Iran.

Magma (New York, N.Y.)
|March 5, 2025
PubMed
概括

这项研究引入了一个两阶段的深度学习框架,用于准确的脑磁共振成像 (MRI) 分段. 这种新的方法增强了大脑结构的识别,特别是较小的区域,以提高诊断能力.

关键词:
3D U-Net 是一个 3D U-Net.大脑MR细分的细分深度学习是一种深度学习.磁共振成像技术 磁共振成像技术

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

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Author Spotlight: Bridging Gaps in Anatomy and Establishing a Foundation for Algorithmic Studies04:25

Author Spotlight: Bridging Gaps in Anatomy and Establishing a Foundation for Algorithmic Studies

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相关概念视频

Anatomy of the Brain: Major Regions01:20

Anatomy of the Brain: Major Regions

The brain is the most complex organ in the human body. It consists of four main parts: the cerebrum, diencephalon, cerebellum, and brainstem.
The cerebrum is the largest section of the brain and divides into left and right hemispheres, separated by a deep fissure. The cerebral outer layer of grey matter — the cerebral cortex — comprises elevations called gyri and shallow groves called sulci. The inner portion of white matter includes long nerve fibers known as axons, which connect various areas...