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Jul, 2020
整体MILC:泛化跨任务、数据集和人群学习的动态
Whole MILC: generalizing learned dynamics across tasks, datasets, and populations
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Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Noah Lewis, Zening Fu...
TL;DR
通过一个新的自我监督训练架构,可以在功能核磁共振信号中识别出具有特异性的时空区域,从而实现精确定位和早期诊断某些精神疾病,具有比传统机器学习算法更高的分类性能。
Abstract
Behavioral changes are the earliest signs of a
mental disorder
, but arguably, the dynamics of
brain function
gets affected even earlier. Subsequently, spatio-temporal structure of disorder-specific dynamics is cr
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