“…A cross check with a so-called truth-matching method in Monte Carlo is applied. In addition, the fake rate for Gauge Mediated Supersymmetry Breaking events is estimated and compared with Z0 → e+e− studies.…”
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“…This study proved the feasibility of operating field view of the cerebral artery segmentation using deep learning, and the effectiveness of the automatic blood vessel ground truth generation method using ICG fluorescence videoangiography. …”
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“…A method is proposed for assessing the temporal resolution of structured illumination microscopy (SIM), by tracking the amplitude of different spatial frequency components over time, and comparing them to a temporally-oscillating ground-truth. This method is used to gain insight into the performance limits of SIM, along with alternative reconstruction techniques (termed ‘rolling SIM’) that claim to improve temporal resolution. …”
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“…New, more sophisticated techniques, based on the use of Graph Neural Networks, are shown to improve the overall performance of jet flavour-tagging algorithms and of the truth-tagging method. They could extend the sensitivity of the ATLAS expriment to the analysed physics processes.…”
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“…New, more sophisticated techniques, based on the use of Graph Neural Networks, are shown to improve the overall performance of jet flavour-tagging algorithms and of the truth-tagging method. They could extend the sensitivity of the ATLAS experiment to the analysed physics processes.…”
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“…Selected concepts from Hans‐Georg Gadamer's Truth and Method specifically prejudice, conversation, and language are articulated. …”
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“…Moreover, we show that our method is on par with the challenge's expert neuroradiologists: on an unbiased ground truth, our method achieves results comparable to those of the four experts in terms of detection (F1 score) and segmentation accuracy (Dice score).…”
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“…Our results suggest the effectiveness of using gradCPT as a ground truth labeling method and the feasibility of using consumer-grade EEG devices for continuous attention fluctuation detection.…”
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“…In the first part, the historical background of the so-called "linguistic turn of the 20th century" is reviewed; then, in the second part, his culminating work Truth and Method (1960) is analyzed. The help of some secondary authors such as Jean Grondin is very useful as a prologue to the hermeneutical thought of the German philosopher, and highlights his disagreements with the analytical/Anglo-Saxon side, which allows us to understand the particularities of the Gadamerian proposal.…”
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“…The proposed method is compared to Chan–Vese based level set segmentation method applied to T1 contrast-enhanced and Flair MRI images of brains containing tumors with ground truth. The method is tested in four different phantom patients by considering different tumor volumes and locations and 50 synthetic patients taken from BRATS 2012 and BRATS 2013. …”
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“…On this basis, a scene-based non-truth suppression method is proposed to eliminate the interference of pedestrian heads and license plates on parked vehicles, and then the license plates of the riders without helmets can be located through the inclusion relation of the target boxes and can be extracted. …”
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“…All models showed promising precision, recall, and F1-score metrics, along with reduced mean absolute errors compared to the ground truth manual method. In conclusion, our study demonstrates the potential of these deep learning models for the automated detection and measurement of the dural sack cross-sectional area in lumbar spine MRI. …”
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“…Beyond molecular-level test, based on gene-level ground truth, our method can bypass the inherent uncertainty from immunohistochemistry test. …”
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“…CONCLUSIONS: CAMISIM can simulate a wide variety of microbial communities and metagenome data sets together with standards of truth for method evaluation. All data sets and the software are freely available at https://github.com/CAMI-challenge/CAMISIM ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-019-0633-6) contains supplementary material, which is available to authorized users.…”
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“…We test the model on these two different SNS datasets with different scales and ground truth labeling method and discuss the relationship between key factors and mental health. …”
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“…RESULTS: When compared to the ground truth, our method detects tissue folds in KiCa with 0.50 adjusted Rand index (ARI), 0.77 average true rate (ATR), 0.55 true positive rate (TPR), and 0.98 true negative rate (TNR); and in OvCa with 0.40 ARI, 0.73 ATR, 0.47 TPR, and 0.98 TNR. …”
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“…We offer the ground truth assign method based on the absolute position to assign similar indexes to characters in similar places. …”
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“…Therefore, in addition to the proposed solution, we also developed a rule-based semi-automatic ground truth generation method that provides necessary annotations for training RCNN based model for automated disc localization. …”
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“…Methods: A convolutional neural network (CNN) was implemented, taking cine MRI as the input and the in-plane velocity derived from the 4D flow acquisition as the ground truth. The method was evaluated using velocity vector end-point error (EPE) and angle error. …”
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“…CONCLUSIONS: Spiking data sets with specific mutations –single-nucleotide variations (SNVs), single-nucleotide polymorphisms (SNPs), or structural variations (SVs) in this study—at known locations in the genome provides an effective and economical way to compare data analyzed by variant callers with ground truth. The method constitutes a viable alternative to the prolonged, expensive, and noncomprehensive assessment by expert panels. …”
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