用图论框架和社区检测从功能磁共振数据中分类精神分裂症患者和对照组

IF 2 Q3 MATHEMATICAL & COMPUTATIONAL BIOLOGY

Network Modeling and Analysis in Health Informatics and Bioinformatics Pub Date : 2023-04-04 DOI:10.1007/s13721-023-00415-4

Kalaichelvi Nallusamy, K. S. Easwarakumar

引用次数: 0

摘要

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Classifying schizophrenic and controls from fMRI data using graph theoretic framework and community detection

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来源期刊

Network Modeling and Analysis in Health Informatics and Bioinformatics MATHEMATICAL & COMPUTATIONAL BIOLOGY-

CiteScore

5.40

自引率

4.30%

发文量

期刊介绍： NetMAHIB publishes original research articles and reviews reporting how graph theory, statistics, linear algebra and machine learning techniques can be effectively used for modelling and analysis in health informatics and bioinformatics. It aims at creating a synergy between these disciplines by providing a forum for disseminating the latest developments and research findings; hence, results can be shared with readers across institutions, governments, researchers, students, and the industry. The journal emphasizes fundamental contributions on new methodologies, discoveries and techniques that have general applicability and which form the basis for network based modelling, knowledge discovery, knowledge sharing and decision support to the benefit of patients, healthcare professionals and society in traditional and advanced emerging settings, including eHealth and mHealth .