Minimal Information for Neural Electromagnetic Ontologies (MINEMO): A standards-compliant method for analysis and integration of event-related potentials (ERP) data.

Minimal Information for Neural Electromagnetic Ontologies (MINEMO): A standards-compliant method for analysis and integration of event-related potentials (ERP) data.
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DOI:
10.4056/sigs.2025347
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发表时间:
2011-11-30
影响因子:
--
通讯作者:
Malony A
Malony A
中科院分区:
生物4区
文献类型:
--
作者:
Frishkoff G;Sydes J;Mueller K;Frank R;Curran T;Connolly J;Kilborn K;Molfese D;Perfetti C;Malony A

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我们提出了 MINEMO(神经电磁本体的最小信息),这是一个用于描述事件相关电位 (ERP) 研究的清单。 MINEMO 将 MINI(神经科学研究的最小信息)扩展到 ERP 领域。 NEMO 中对清单术语进行了详细说明,NEMO 是一种旨在支持 ERP 数据共享和集成的正式本体。 MINEMO 还链接到 ERP 数据库和 Web 应用程序(NEMO 门户)。用户上传数据并通过门户输入 MINEMO 信息。然后,数据库将这些条目以及摘要指标(即空间和时间元数据)存储在 RDF(资源描述框架)中。这些空间、时间和功能元数据共同提供了 ERP 数据以及获取这些数据的上下文的完整描述。然后,RDF 文件作为基于本体的标记和荟萃分析的输入。我们的最终目标是使用丰富的语义结构来表示 ERP,以便可以在多个级别查询结果,激发新颖的假设,并促进跨不同研究方法和范式对 ERP 结果进行高层次、综合性的解释。
We present MINEMO (Minimal Information for Neural ElectroMagnetic Ontologies), a checklist for the description of event-related potentials (ERP) studies. MINEMO extends MINI (Minimal Information for Neuroscience Investigations)to the ERP domain. Checklist terms are explicated in NEMO, a formal ontology that is designed to support ERP data sharing and integration. MINEMO is also linked to an ERP database and web application (the NEMO portal). Users upload their data and enter MINEMO information through the portal. The database then stores these entries in RDF (Resource Description Framework), along with summary metrics, i.e., spatial and temporal metadata. Together these spatial, temporal, and functional metadata provide a complete description of ERP data and the context in which these data were acquired. The RDF files then serve as inputs to ontology-based labeling and meta-analysis. Our ultimate goal is to represent ERPs using a rich semantic structure, so results can be queried at multiple levels, to stimulate novel hypotheses and to promote a high-level, integrative account of ERP results across diverse study methods and paradigms.
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