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The use of thermal video cameras and computer vision techniques will help in data collection accuracy in both good and snowy weather conditions.
Following the in-service and the in-service plus feedback trainings, the experimenters assessed whether data collection accuracy increased for that consumer at that time and whether these improved data collection skills generalized to the other consumers and different times.
Vehicle segmentation is one of the most important steps of any video-based data collection system in that it is responsible for detecting/identifying vehicles and its accuracy has a significant impact on the vehicle tracking accuracy and eventually the overall traffic data collection accuracy.
Study compliance varied in terms of the length of time each participant was involved, and while we cannot be certain that every single bruise was collected we have a high degree of confidence in our participants, verified by our validation of data collection accuracy.
We cannot conclude inferiority of the PDA versus other methods (e.g., paper forms or PC platform) for data collection accuracy inasmuch as we did not compare key quality index data (e.g., comparison rate of compliance, missed data, key errors, lost forms) between methods.
The strengths of our study are represented by novelty of the aim, multicenter data collection, accuracy of preoperative and intraoperative available data, strict inclusion criteria, performance of FS diagnosis by dedicated pathologists, dosage of serum He4 samples in a single laboratory center, and homogeneity of the two groups in terms of general features.
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The recurrence dynamics for these patients once again displays the bimodal pattern, although with minor differences in the peak timing when compared with the older series, an occurrence that may be compatible with different data collection accuracies.
All three staff improved their data-collection-accuracy from instruction to in-service, and then from in-service to in-service plus feedback.
To ensure uniform data collection and accuracy, all variables were defined prior to data extraction and placed in a standardized format during the data collection process.
The PV module analysis methods are an interesting field of research which will involve in the near future active cooperation between academia, laboratories, financial institutions, and manufacturers to define a new paradigm about data collection and accuracy [2].
Extensive experiments on a real-world roundabout have verified the correct operation of the system, and the accuracy of automated data collection was over 90% accuracy compared to ground truth measurements.
More suggestions(16)
data collection reliability
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data collection error
data collection validity
data collection completeness
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data collection form
data collection d
data entry accuracy
data extraction accuracy
data input accuracy
data collection design
data collection process
data collection staff
data collection geometry
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