个体大脑的分区:从群体级别的地图到精确的绘图
Chengyi Li1, Shan Yu2, Yue Cui2
1Laboratory of Brain Atlas and Brain-inspired Intelligence, Institute of Automation, Chinese Academy of Sciences, Beijing, China; Key Laboratory of Brain Cognition and Brain-inspired Intelligence Technology, Chinese Academy of Sciences, Beijing, China.
Neuroscience and biobehavioral reviews
|April 23, 2025
概括
个体大脑映射精确地识别功能区域,推进精准医学和理解大脑变异. 这种方法对于个性化神经精神疾病治疗和早期异常检测至关重要.
科学领域:
- 神经科学是一个神经科学.
- 医疗成像医学成像
- 计算生物学 计算生物学
背景情况:
- 个体大脑在结构和功能上表现出显著的差异.
- 在个性化医学中,小组级大脑分片缺乏精度.
- 准确的个体大脑映射对于理解大脑功能和治疗疾病至关重要.
研究的目的:
- 提供先进的个体大脑分片方法的概述.
- 引入用于验证个别功能区域的指标.
- 讨论个体大脑绘图对神经科学和临床医学的影响.
主要方法:
- 针对个体大脑分片的基于优化和基于学习的方法的审查.
- 引入功能区域的综合评估指标.
- 讨论神经成像和机器学习方面的进展.
主要成果:
- 最近的进展使得更准确的个体大脑功能映射成为可能.
- 已建立的评估指标验证了个别的功能区域.
- 个体大脑映射支持个性化医学和神经科学研究.
结论:
- 个体大脑分片对于精准医学和神经精神疾病治疗至关重要.
- 目前面临的挑战包括对数据,方法和验证的综合平台的需求.
- 未来的方向强调开发全面的,经过验证的个体大脑绘图工具.
相关概念视频
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