“…However, in a study using the exome sequencing results of the first 50k individuals as reference (truth), it was observed that the positive predictive value (PPV) decreased along with the number of heterozygous array calls per variant. …”
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“…There is a need for a dataset with clearly defined measures and ground truth for validation of such tools prior to their use.…”
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“…The suitability result was validated using ground truth data from existing irrigation projects for surface water sources and depth to groundwater data for groundwater sources. …”
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“…Analysis revealed four key themes: (1) “Tragedy of many families”, the importance of unity of opinion and the problem of difference, a key element in the emotional well-being (or its lack) of Russian-speaking families at the moment; (2) “It’s useless to explain something”, the perception of older parents who support Putin as victims of “brainwashing”, with comments on “zombies”, totalitarian sects, and psychotropic drugs; (3) “The truth will destroy them”, the perception of disbelief in war as a defensive reaction necessary for the elderly, because the reality may destroy them; (4) “A topic that is not talked about”, a refusal to discuss Ukraine seen as the only way to save the relationship, speaking instead about health issues, daily life issues, and the weather. …”
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“…Methods: N = 22/32 (patients/tumors) benign and n = 51/64 malignant breast tumors with histological ground truth. Colored SWE heatmaps were adjusted to a 0–180 kPa scale. …”
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“…Our model is tested on 1, 000+ cells (ground truth generated using LPS treatment) and provides a state-of-the-art framework to identify microglial activation and its role in neurodegenerative diseases.…”
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“…The system was tested on a ground truth dataset. The speed estimation obtained from our AI algorithm is compared with real data measurements resulting in a 5.59% average error. …”
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“…A model-based method involving extended Kalman filtering to derive rotational kinematics from inertial measurements was tested and compared against the ground truth simulator values. The algorithm demonstrated excellent accuracy (root-mean-square error [Formula: see text] °, maximum absolute error [Formula: see text] °) in estimating three-dimensional rotational knee kinematics during level walking. …”
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“…Thirdly, we propose a method to tune the SL-PRU parameters involved in the unmixing procedure in the absence of knowledge of the ground truth abundance information in a recorded image. …”
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“…All methods were compared quantitatively using synthetic data with known ground truth, and further compared on in vivo test data, with and without noise augmentation, to evaluate feasibility and noise robustness. …”
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“…Telling new or more truthful and complete stories must include improving our understanding and messaging about what race is and what it is not as well as the relationship between race and racism. …”
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“…Finally, the evaluation of accuracy has been challenging due to the lack of genome-scale, ground-truth networks. RESULTS: We developed NetProphet3, which combines scores from multiple analyses automatically, using a tree boosting algorithm trained on TF binding location data. …”
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“…Dermoscopic- and LC-OCT-based diagnoses were given by an expert dermatologist and compared with the ground truth. Considering all types of malignant skin tumours (79 basal cell carcinomas (BCCs), 22 squamous cell carcinomas, and 10 melanomas), a statistically significant increase (p = 0.013) in specificity was observed from dermoscopy (0.73, CI 0.64–0.81) to LC-OCT (0.87, CI 0.79–0.93) while sensitivity was the same with the two imaging techniques (0.95 CI 0.89–0.98 for dermoscopy and 0.95 CI 0.90–0.99 for LC-OCT). …”
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“…To evaluate the obtained drug-drug similarities, they are compared with the corresponding ground-truth similarities obtained from DrugSimDB, a well-known drug-drug similarity tool that is based on drug-centric data. …”
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“…Supervised learning was used on the T(2) signals paired with the ground-truth labels of oxidation values as per conventional chemical lab oxidation tests. …”
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“…We capitalized on the finding that, when judging the truth of short spoken statements, distinct semantic regions activate depending on whether the statements bear on mathematical knowledge or on other domains of semantic knowledge. …”
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“…The main contributions of this work are (i) a comprehensive review of the literature on approaches to skin-color detection and a comparison of approaches that may help researchers and practitioners choose the best method for their application; (ii) a comprehensive list of datasets that report ground truth for skin detection; and (iii) a testing protocol for evaluating and comparing different skin-detection approaches. …”
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“…The results on the simulated datasets showed that the interaction score method can explain the underlying interaction effects, there are strong correlations between the population-level interaction scores and the ground truth values, and the individual-level interaction scores vary when the interaction was designed to be non-uniform. …”
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“…CONCLUSION: Our study shows that gastric adenocarcinoma subtyping using pathologist’s Laurén classification as ground truth can be performed using current state of the art DL techniques. …”
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“…The correct prediction (Ground Truth) was defined through the use of embryo images according to post embryologists’ assessment following local respective guidelines. …”
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