based on segmentation with

USAGE SUMMARY

The phrase "based on segmentation with" is correct and usable in written English.
It can be used when discussing analysis, research, or methodologies that involve dividing data or subjects into segments for better understanding or targeting. Example: "The marketing strategy was developed based on segmentation with demographic data to better reach our target audience."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

SUVmean based on segmentation with tBC or with t50, respectively.

EJNMMI Physics

(b) Contouring of metabolically active part of tumour (MAVT) based on segmentation with background (muscle) as threshold.

EJNMMI Research

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Figure 19 A design with bent rectangular panels based on segmentation of the surface of Figure 18.

Journal of Mathematics in Industry

There is a close relation between segmentation and TF specification with respect to local TFs based on segmentation results.

Visualization in Medicine Theory, Algorithms, and Applications

The retinal thickness measurements (RTMs) of OCT devices are based on segmentation algorithms that delineate the vitreo-retinal interface and the outer retina, with the latest devices being able to quantify intraretinal structure by retinal layer segmentation.

BMC Ophthalmology

In this stage, units are segregated based on segmentation.

EURASIP Journal on Audio, Speech, and Music Processing

Improvement in knowledge among those with higher education might imply that either we should choose easier messages for public or target audience based on segmentation.

BMC Oral Health

Therefore, in future we will develop techniques in which human operator will select an ROI manually, and methodology will be based on adaptive segmentation with the aim of high accuracy, great robustness, and with reducing processing time.

BioMed Research International

In itself and given the importance of the subiculum/entorhinal/parahippocampal areas in various cognitive processes including memory, differences in inclusion of these structures is not necessarily a negative factor, provided it is done consistently, but it needs to be taken into consideration in the interpretation of results based on automated segmentation with Freesurfer.

Plosone

Finally, we recognize that in the future, more work is likely to be done in segmentation based on adaptive segmentation for determination of IMT in ultrasound images of CCA with high IMT measurement accuracy, robustness, automation and reducing processing time.

BioMed Research International

Genome Segmentation : based on genome-segmentation states using a consensus merge of segmentations produced by the ChromHMM and Segway software.

Bioinformatics

Expert writing Tips

Best practice

When using the phrase "based on segmentation with", ensure that the 'with' component specifies what other data, techniques, or considerations are being integrated alongside the segmentation process to provide a comprehensive analysis or solution.

Common error

Avoid using "based on segmentation with" without clearly specifying what is being combined with the segmentation. This can lead to ambiguity and weaken the impact of your statement. Always clarify the additional elements that are being integrated.

Linguistic Context

The phrase "based on segmentation with" functions as a prepositional phrase modifying a noun or verb. It indicates that an action, decision, or analysis is grounded in the process of segmentation, further enhanced or combined with other elements. Ludwig AI confirms its usability in describing methodologies.

Expression frequency: Rare

Frequent in

Science

100%

News & Media

0%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "based on segmentation with" is a prepositional phrase used to describe methodologies that rely on dividing data or subjects into segments and integrating them with other factors. Ludwig AI classifies it as grammatically correct. While its occurrence is relatively rare, it finds its primary context in scientific writing where precise methodological descriptions are crucial. Related phrases offer alternative ways to express the same concept, while best practices emphasize the need for clarity and specificity when employing this phrase. The analysis highlights its function in specifying the foundations of a methodology and the integrated approach used for comprehensive solutions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

utilizing segmentation methods and

This alternative emphasizes the active use of segmentation techniques.

relying on segmentation alongside

This alternative highlights the dependence on segmentation in conjunction with other factors.

informed by segmentation integrating

This alternative suggests that segmentation provides insights that are incorporated into a broader context.

grounded in segmentation combined with

This alternative stresses the fundamental role of segmentation in combination with other elements.

predicated on segmentation supported by

This alternative indicates that segmentation forms the basis for further analysis or action, bolstered by additional factors.

drawing from segmentation paired with

This alternative suggests that insights are extracted from segmentation data and used in conjunction with other information.

leveraging segmentation augmented by

This alternative conveys the idea of maximizing the benefits of segmentation through the addition of other components.

built upon segmentation enhanced with

This alternative emphasizes that segmentation is the foundation upon which additional enhancements are added.

derived from segmentation along with

This alternative indicates that results or conclusions are obtained from segmentation data and considered alongside other factors.

dependent on segmentation incorporating

This alternative stresses the reliance on segmentation, with other elements being integrated into the process.

FAQs

How can I use "based on segmentation with" in a sentence?

You can use "based on segmentation with" to describe a process or analysis that relies on dividing data into segments and combining it with other factors. For example: "The marketing strategy was developed "based on segmentation with" demographic data to better reach our target audience."

What are some alternatives to "based on segmentation with"?

Some alternatives include "utilizing segmentation methods and", "relying on segmentation alongside", or "informed by segmentation integrating", depending on the specific nuance you want to convey. These phrases all suggest a dependence on segmentation but vary slightly in their emphasis.

Is it correct to say "segmentation based on" instead of "based on segmentation with"?

While "segmentation based on" is a grammatically correct and commonly used phrase, "based on segmentation with" implies that the segmentation is being used in conjunction with something else. The choice depends on whether you want to emphasize the segmentation itself or its combination with other elements.

What does "based on segmentation with" mean in the context of data analysis?

In data analysis, "based on segmentation with" suggests that a dataset has been divided into smaller, more manageable groups (segments), and this segmentation is then combined with other analytical techniques or data sources to draw conclusions or make predictions.