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Updated: May 1, 2026

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推进创伤后发作分类和生物标志物识别:基于信息分解的多式联络融合和可解释的机器学习,缺少神经成像数据

Md Navid Akbar1, Sebastian F Ruf1, Ashutosh Singh1

  • 1Cognitive Systems Lab, Dept. of Electrical and Computer Engineering, College of Engineering, Northeastern University, 360 Huntington Ave, Boston, MA 02115, United States of America.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
|May 8, 2024
PubMed
概括

在创伤性脑损伤 (TBI) 后的晚期创伤后发作 (LPTS) 可以导致. 这项研究确定了特定的MRI异常作为潜在的生物标志物,以预测哪些TBI患者可能会患上创伤后 (PTE).

关键词:
贝叶斯的融合是贝叶斯的融合.生物标记物识别方法可解释的机器学习不完整的多式联运数据多变量信息融合是多变量信息的融合.创伤性发作的分类.

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Prosopagnosia, also known as face blindness, is the inability to recognize faces. In severe cases, individuals with prosopagnosia may not recognize close family members, including parents and spouses, by their faces. For instance, someone with prosopagnosia might walk past their child in a crowd, only realizing their mistake upon noticing their child's distinctive backpack or favorite jacket. Prosopagnosia specifically impairs facial recognition, while the recognition of other objects or...
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