“…When applied across transcriptomics datasets, our approach, which also allows the coupling of different loss functions, yields results that closely match ground-truth values from experimental methods and exhibits superior performance over popular deconvolution-based methods.…”
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“…D-CNNs required real-world images embedded with ground truth data, which is often not readily available in the case of SCM barcode recognition. …”
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“…The computer tomography perfusion (CTp) is used as the ground truth. The proposed ensemble model employs three deep convolution neural networks (CNNs) to process three end-to-end feature maps and a hand-craft features characterized by specific contra-lateral features. …”
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“…A structural equation model was used to test the survey data of 352 athletes in six provinces to discover the truth of the compensation incentive effect. The results suggested that direct economic compensation satisfaction, direct non-economic compensation satisfaction, and indirect non-economic compensation satisfaction had significant positive effects on the compensation incentive effect of athletes, while indirect economic compensation satisfaction showed no significant effect. …”
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“…Experimental evaluations of both cloud-to-mesh comparisons in the per-vertex distances with the ground truth models and visual comparisons with a popular mesh filtering based post-processing method indicate that the proposed method can considerably retain the integrity and smoothness of the reconstruction results. …”
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“…For our illustration, we used two data sets: a sample of simulated data, where the truth is known, and data from a validation study on the accuracy of a smartphone image-based dietary intake assessment tool. …”
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“…This cautiousness is a valuable asset when working in scientific research, where the goal is the pursuit of knowledge and truth. It becomes a handicap when scientists are asked to communicate to the public about pressing topics such as COVID-19 vaccines. …”
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“…To evaluate the performance of the current system, we run a large sample (832 observations) online experiment with experienced participants in a choice environment that mimics the UAC application process, and in which truth telling is optimal. We vary the advice received across treatments: no advice, the UAC advice only, an instance of misleading university advice only, and both the UAC and the misleading university advice together. …”
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“…In this process, the learning weights on the data subset alleviate loss amongst the predicted value and ground truth, which assists in precise classification. Performance and comparative analysis are considered to explore the better performance of the proposed system in detecting emotions from EEG signals that confirms its effectiveness.…”
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“…An Xsens motion capture system was utilized as a ground truth validation measuring 3D joint angles. Thirty-seven human subjects were tested squatting in an IRB-approved study. …”
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“…Unsupervised learning has become a research hotspot because it does not need ground truth labels. The current unsupervised method mainly uses 3DCNN to regularize the cost volume to regression image depth. …”
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“…In addition, we also consider why such a vast number of studies draw opposite conclusions of the role of apoptosis in thrombopoiesis, and try to figure out the truth behind the mystery. This review provides more comprehensive insights into the relationship between megakaryocytopoiesis, thrombopoiesis, and apoptosis and finds some clues for the possible pathological mechanisms of platelet disorders caused by abnormal apoptosis.…”
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“…In this study, using seven semi-synthetic datasets with real spatial locations, simulated gene expression and histology images as well as ground truth cell-type labels, we evaluate 15 clustering methods based on clustering accuracy, robustness to data variation and input parameters, computational efficiency, and software usability. …”
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“…The proposed method outperforms the latest deblurring models on real SEM images with much less ground truth input. The improvement of the PSNR and SSIM is 1.04 dB and 0.086, respectively. …”
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“…PURPOSE: Intellectual disability is an extremely complex phenomenon and can therefore be considered on the basis of either intellectual malfunction patterns and adaptability disorders, or in the optics of the socio-cultural construct. The ephemeral truth about the essence of the phenomenon of intellectual disability is formulated in a fluid and dynamic way at the border of culture and biology which justify the fact of analyzing it on the field of medical humanities. …”
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“…This study thoroughly tests the existing gene co-expression estimation methods on simulation datasets with known ground truth co-expression networks. We generate these novel datasets using two simulation processes that use the parameters learned from the experimental data. …”
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“…Recent developments in reversible-deactivation radical polymerization allowed simulated polymer sequences based on the well-established Mayo–Lewis equation to more accurately reflect ground-truth sequences that are experimentally synthesized. …”
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“…For example, some liars use more emotion than truth-tellers when discussing fake opinions on abortion, but not when communicating fake distress. …”
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“…In the case of DeepMedic, the performance was tested using ground truth data, while in the case of TractSeg, the STAPLE technique was employed. …”
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“…The BP measured by a commercial BP monitor is considered the ground truth. Twenty subjects participated in this study. …”
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