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4321por Laver, Thomas W., De Franco, Elisa, Johnson, Matthew B., Patel, Kashyap A., Ellard, Sian, Weedon, Michael N., Flanagan, Sarah E., Wakeling, Matthew N.“…We benchmarked SavvyCNV against five state-of-the-art CNV callers using truth sets generated from genome sequencing data and Multiplex Ligation-dependent Probe Amplification assays. …”
Publicado 2022
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4322por Mangesius, Stephanie, Haider, Lukas, Lenhart, Lukas, Steiger, Ruth, Prados Carrasco, Ferran, Scherfler, Christoph, Gizewski, Elke R.“…Hippocampal volumes were computed based on 3 Tesla T1-MPRAGE-sequences with FreeSurfer (FS), Statistical-Parametric-Mapping (SPM; Neuromorphometrics and Hammers atlases), Geodesic-Information-Flows (GIF), Similarity-and-Truth-Estimation-for-Propagated-Segmentations (STEPS), and Quantib™. …”
Publicado 2022
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4323“…In certain scenarios, where ground truth, such as additional sensor data, can not be measured, e.g., with people suffering from physical disabilities, these methods come with the challenge of generating appropriate labels. …”
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4324por Gröhl, Janek, Dreher, Kris K., Schellenberg, Melanie, Rix, Tom, Holzwarth, Niklas, Vieten, Patricia, Ayala, Leonardo, Bohndiek, Sarah E., Seitel, Alexander, Maier-Hein, Lena“…Emerging data-driven approaches are promising, but they rely heavily on the presence of high-quality simulations across a range of wavelengths due to the lack of ground truth knowledge of tissue acoustical and optical properties in realistic settings. …”
Publicado 2022
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4325“…Compared to commonly used transmission-based methods (mean absolute error 8.99 mg/mL), the image-based detection method is significantly more accurate for clear and cloud point detection with a mean absolute error of 0.42 mg/mL against a manually assessed ground truth. Extracted image features were further used as part of a partial least-squares regression (PLSR) model to successfully predict crystal suspension densities up to 40 mg/mL (R(2) > 0.81, Q(2) > 0.83). …”
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4326“…We also found that only the negative emotion mediated the relation between the COVID-19 risk and the truth discernment regarding accuracy judgment. However, the mediating effect of negative emotion disappeared among people with high analytic thinking ability. …”
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4327por Macneill, Paul“…This commentary notes that an ethical community is fragile in responding to current onslaughts on truth and meaning—potencies inherent in discourse communities. …”
Publicado 2022
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4328por Makuła, Szymon“…Mizrahi’s conception of arguments from an expert opinion imposes exact conditions that such argument must fulfil: an expert’s opinion o truth-value must be unknown; o must be unsupported by any evidence; an expert’s peers neither accept o nor reject it. …”
Publicado 2022
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4329“…Specifically, our study explores a new approach under the sparse coding paradigm where every ground truth corrupting kernel is assumed to be a “combination” of a relatively small universe of “basis” kernels. …”
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4330por Liao, Qinghua, Feng, Huiying, Li, Yuan, Lai, Xiaoyu, Pan, Junping, Zhou, Fangjing, Zhou, Lin, Chen, Liang“…The AI-based CAD system outperformed the onsite (AUC = 0.740) and senior radiologists (AUC = 0.805) either using thresholds of 30% (AUC = 0.978) and 50% (AUC = 0.859) when taking the final diagnosis as the ground truth. CONCLUSIONS: The AI-based CAD software successfully detects all TB patients as identified from this study at a threshold of 30%. …”
Publicado 2022
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4331por Ma, Wei, Xia, Yujiao, Wu, Xiaoyan, Yue, Zheng, Cheng, Xinyao, Fenster, Aaron, Ding, Mingyue“…The experimental results demonstrate better clinical agreement between the ground truth and the prediction, which indicates its great potential for use as a risk stratification and as a monitoring tool in the management of patients at risk for stroke.…”
Publicado 2022
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4332por Kennedy, Andrea, Sehgal, Anika, Szabo, Joanna, McGowan, Katharine, Lindstrom, Gabrielle, Roach, Pamela, Crowshoe, Lynden (Lindsay), Barnabe, Cheryl“…RESULTS: Four pointers for future action adopting a strengths-based approach are identified: enacting gifts – focusing on positive attributes; upholding relationality – centring good relationships; honouring legacy – restoring self-determination; and reconciling truth – attending to structural determinants of health. …”
Publicado 2022
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4333por Abbasi, Reyhaneh, Balazs, Peter, Marconi, Maria Adelaide, Nicolakis, Doris, Zala, Sarah M., Penn, Dustin J.“…We also compared these methods to human visual or ‘manual’ classification (ground truth) after assessing its reliability. A-MUD and USVSEG outperformed the other methods in terms of true positive rates using default and adjusted settings, respectively, and A-MUD outperformed USVSEG when false detection rates were also considered. …”
Publicado 2022
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4334“…To improve the consistency and reliability of these tests, qualified reference materials providing ground-truth data are crucial. In this study, we developed a set of formalin-fixed and paraffin-embedded (FFPE) samples with different TMB values as the novel reference materials for TMB estimation. …”
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4335“…Motion capture systems are crucial in developing multi-quadrotor systems due to their ability to provide fast and accurate ground truth measurements for tracking and control. This paper presents the implementation details and experimental validation of a relatively low-cost motion-capture system for multi-quadrotor motion planning using an event camera. …”
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4336por Liu, Meng-Shi, Gao, Jin-Quan, Hu, Gu-Yue, Hao, Guang-Fu, Jiang, Tian-Zi, Zhang, Chen, Yu, Shan“…To test MonkeyTrail performance, we labeled a dataset containing >8 000 video frames with the bounding boxes of macaques under various conditions as ground-truth. Results showed that the tracking accuracy and stability of MonkeyTrail exceeded that of two deep learning-based methods (YOLOv5 and Single-Shot MultiBox Detector), traditional frame difference method, and naïve background subtraction method. …”
Publicado 2022
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4337por Knuth, Franziska, Groendahl, Aurora R., Winter, René M., Torheim, Turid, Negård, Anne, Holmedal, Stein Harald, Bakke, Kine Mari, Meltzer, Sebastian, Futsæther, Cecilia M., Redalen, Kathrine R.“…Manual delineations from two experts served as ground truth. The Sørensen-Dice similarity coefficient (DICE) and mean symmetric surface distance (MSD) were used as performance metric in leave-one-out cross validation. …”
Publicado 2022
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4338“…We have tested our method on different data sets, which do not provide any ground truth segmentation mask, neither for the leaves nor for the stresses; therefore, the results on the self-supervised segmentation is even more impressive. …”
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4339por Rokhmanova, Nataliya, Kuchenbecker, Katherine J., Shull, Peter B., Ferber, Reed, Halilaj, Eni“…Insights learned from a ground-truth dataset with both baseline and toe-in gait trials (N = 12) enabled the creation of a large (N = 138) synthetic dataset for training the predictive model. …”
Publicado 2022
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4340“…Second, we empirically test the model’s predictions in two real-world datasets with a diagnostic ground truth from follow-up research: diagnosticians rating the same mammograms or images of the lower spine twice. …”
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