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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
summary of markers
Grammar usage guide and real-world examplesUSAGE SUMMARY
"summary of markers" is correct and usable in written English.
You could use it to discuss the summary of topics or points that are discussed in a written or visual presentation. For example, "This visual presentation provides a summary of markers related to the economic development of the region."
✓ Grammatically correct
Science
Alternative expressions(17)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
5 human-written examples
See table 1 for a summary of markers expressed by glial cells in the monkey eye, and table 2 for a summary of the types of glial cells in the retina, optic nerve and nerve head.
Science
See table 1 for a summary of markers expressed by glial cells in the chick eye, and table 2 for a summary of the types of glial cells in the retina, optic nerve and nerve head.
Science
See table 1 for a summary of markers expressed by glial cells in the mouse eye, and table 2 for a summary of the types of glial cells in the retina, optic nerve and nerve head.
Science
See table 1 for a summary of markers expressed by glial cells in the guinea pig eye, and table 2 for a summary of the types of glial cells in the retina, optic nerve and nerve head.
Science
See table 1 for a summary of markers expressed by glial cells in the dog eye, and table 2 for a summary of the types of glial cells in the retina, optic nerve and nerve head.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
A summary of marker expression is given per patient in Table 3. Positive and negative controls for IHC markers are shown in Supplementary Figure 1.
Science
The revised genetic linkage map, which now contains 587 markers spanning a total distance of 673 cM, is shown in Figs. 1 and 2. A summary of the markers, marker densities and genetic distances for each of the linkage groups is shown in Table 1.
Science
A summary of these markers is presented in Table S2 and literature citations supporting their functional classification can be found in References S1.
Science
Genotypes were quality controlled with the following criteria: individual samples with genotype call rate <90% and markers with call rate <96% or Hardy Weinberg P-value <0.001 were excluded from analysis (see supplementary material –SOM, for summary of locations, markers tested and analysed).
Science
Table 2 provides a summary of all markers analysed.
Science
17 Area-based socioeconomic status was derived from the Index of Multiple Deprivation (IMD2010) score, a comprehensive summary of 38 markers of local socioeconomic deprivation across seven domains.
Science
Expert writing Tips
Best practice
When presenting a "summary of markers", clearly define the scope and criteria used to select those markers. This ensures the summary is focused and relevant to the intended audience.
Common error
Avoid creating a "summary of markers" that is too broad or lacks specific context. Ensure the markers are relevant and the summary provides meaningful insights.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "summary of markers" functions as a noun phrase that introduces a concise overview. It indicates that the subsequent content will present key indicators or identifiers. Ludwig AI confirms its proper usage in English.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Wiki
0%
Ludwig's WRAP-UP
In conclusion, "summary of markers" is a grammatically sound and functionally useful phrase, primarily employed in scientific and technical contexts to introduce a concise overview of key indicators. Ludwig AI shows the phrase is correctly and effectively used in multiple scientific papers. While not exceptionally common, its clarity and precision make it a valuable tool for conveying complex information efficiently. Alternative phrases such as "overview of markers" or "recap of markers" may be suitable depending on the specific context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
overview of markers
Replaces "summary" with "overview", suggesting a broader, less detailed presentation.
recap of markers
Uses "recap" instead of "summary", implying a brief review of previously mentioned markers.
outline of markers
Substitutes "summary" with "outline", focusing on the structural arrangement of the markers.
compendium of markers
Employs "compendium" to indicate a comprehensive collection of information about the markers.
synopsis of markers
Replaces "summary" with "synopsis", suggesting a concise abstract of the markers.
digest of markers
Uses "digest" to imply a condensed and easily understandable version of the markers' information.
abstract of markers
Substitutes "summary" with "abstract", focusing on the essential points of the markers.
review of markers
Employs "review" to suggest a critical assessment or evaluation of the markers.
briefing on markers
Replaces "summary" with "briefing", indicating a concise and informative presentation of the markers.
inventory of markers
Uses "inventory" to emphasize a complete list or catalog of the markers.
FAQs
How can I effectively use "summary of markers" in a sentence?
Use "summary of markers" to introduce a concise overview of key indicators or identifiers related to a specific topic. For example, "The report provides a summary of markers associated with economic growth."
What are some alternatives to "summary of markers" that I can use?
You can use alternatives like "overview of markers", "recap of markers", or "outline of markers" depending on the context.
In what contexts is "summary of markers" most appropriate?
The phrase "summary of markers" is often used in scientific, academic, and technical writing to present key indicators or identifiers in a concise and organized manner.
How does "summary of markers" differ from a "list of markers"?
"Summary of markers" implies a more concise and selective presentation of key indicators, while a "list of markers" is simply an enumeration of all the markers without necessarily highlighting the most important ones.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested