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This chapter covers the basic process of setting goals and objectives, and then discusses the methods of background research necessary to elaborate and clarify these goals: surveys, competitive analysis, interviews, and focus groups.
Sample-based modeling has proven to outperform conventional methods of background modeling.
a Evaluation of three commonly used methods for background assessment, b evaluation of the best method of a with additional guidance through instructions Fig. 2 Examples of the different methods of background assessment.
Hence, we intended to elucidate the effects of different approaches for background activity assessment and to evaluate simple and clinically applicable methods of background activity assessment for 18F-FET PET imaging regarding their inter- and intra-reader variability in the light of an emphasized comprehensive standardization of amino acid PET.
The three different methods of background activity assessment are featured using b a 2D-ROI in the contralateral hemisphere with 5 cm diameter as example (as suggested in the German guideline), c a spherical VOI with 3 cm diameter, and d a crescent-shaped VOI approach.
Six readers performed an evaluation of the following three methods of background activity assessment in all 20 scans according to the following instructions: 1. Simple ROI: A single 2D-ROI in the contralateral hemisphere including white and gray matter (e.g., 50 mm diameter), as proposed in the German guideline [17].
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Starting from the results of this preliminary study a new method of background subtraction has been elaborated.
The proposed method of background reduction is based on general principles and should be useful for a broad variety of applications.
Figure 3 The extraction results of video sequence contain no shadows after the method of background subtraction.
It will likely require a sophisticated and efficient method of background vetting via up-to-the-minute intelligence around everything spanning from the source of the information to the relative context of the information within the greater pool of inflowing tips.
Besides the standardization of ordinary influencing factors such as reconstruction algorithms and PET scanner type, it will, according to our results, be important to standardize the particular method of background activity assessment.
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