ELIZA

return kwic search for analysis out of >500 occurrences
560012 occurrences (No.18 in the rank) during 5 years in the PubMed. [cache]

326) This review aims to introduce network analysis for systems epidemiology, its procedures, and how to interpret its findings.

--- ABSTRACT ---

PMID:34370939 DOI:10.3961/jpmph.21.190

2021 Journal of preventive medicine and public health = Yebang Uihakhoe chi

* Network Analysis in Systems Epidemiology.

- Traditional epidemiological studies have identified a number of risk factors for various diseases using regression-based methods that examine the association between an exposure and an outcome (i.e., one-to-one correspondences). One of the major limitations of this approach is the "black-box" aspect of the analysis, in the sense that this approach cannot fully explain complex relationships such as biological pathways. With high-throughput data in current epidemiology, comprehensive analyses are needed. The network approach can help to integrate multi-omics data, visualize their interactions or relationships, and make inferences in the context of biological mechanisms. This review aims to introduce network analysis for systems epidemiology, its procedures, and how to interpret its findings.

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(1)97 of	(12)7 demonstrated	(23)3 indicated	(34)2 extension
(2)69 null	(13)7 is	(24)3 or	(35)2 framework
(3)36 and	(14)6 on	(25)3 results	(36)2 including
(4)25 was	(15)6 using	(26)3 the	(37)2 indicates
(5)13 revealed	(16)5 for	(27)3 were	(38)2 may
(6)12 showed	(17)5 that	(28)2 The	(39)2 methods
(7)12 to	(18)4 suggested	(29)2 also	(40)2 protocols
(8)9 identified	(19)3 a	(30)2 approach	(41)2 reveals
(9)9 in	(20)3 by	(31)2 are	(42)2 shows
(10)9 we	(21)3 could	(32)2 at	(43)2 with
(11)7 (NMA)	(22)3 from	(33)2 because

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--- WordNet output for analysis --- =>詳細な検討, 分解, 分析, 解析, 見方, 精神分析 Overview of noun analysis The noun analysis has 6 senses (first 3 from tagged texts) 1. (45) analysis -- (an investigation of the component parts of a whole and their relations in making up the whole) 2. (5) analysis, analytic thinking -- (the abstract separation of a whole into its constituent parts in order to study the parts and their relations) 3. (2) analysis -- (a form of literary criticism in which the structure of a piece of writing is analyzed) 4. analysis -- (the use of closed-class words instead of inflections: e.g., `the father of the bride' instead of `the bride's father') 5. analysis -- (a branch of mathematics involving calculus and the theory of limits; sequences and series and integration and differentiation) 6. psychoanalysis, analysis, depth psychology -- (a set of techniques for exploring underlying motives and a method of treating various mental disorders; based on the theories of Sigmund Freud; "his physician recommended psychoanalysis") --- WordNet end ---