“…Each metric presented above is calibrated (i.e., selection of best values for parameters such as the number of views or grid sampling density) and evaluated on our new ground-truth subjective dataset. For each metric, the optimal selection and combination of features is determined by logistic regression through cross-validation. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Equally important, we lack an unbiased way of assessing the biological significance of inferred GRNs since no complete ground truth exists. To address these gaps, we present GRaNIE (Gene Regulatory Network Inference including Enhancers) and GRaNPA (Gene Regulatory Network Performance Analysis). …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Finally, the loss function is improved by introducing the SIoU, which can overcome the angle mismatch problem between the ground truth and prediction box. Experiments are conducted on Pascal VOC and MS COCO datasets for demonstrating the performance of LKC-Net.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Given the absence of ground truth for evaluating the model in terms of its classification of transactions, we analyze the trade networks formed from these anomalous transactions and compare it with the full trade network of the platform. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…True keypoints, as the ground truth body joint for individual yoga poses, are identified manually using the open source image annotation tool named Makesense AI. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…This suggested that “timers” of the brain reflect a metabolic excitation-inhibition balance and that healthy clocks underlying goal-oriented behavior (optimal range of signal variability) are maintained by XOR logic gates in parallel sequences between cerebral levels. Using truth tables, we found that XOR logic gates reflect healthy, regulated time-to-action events between levels. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Histology and follow-up served as ground truth. Kinetic modeling factors were calculated using a two-compartment linear Patlak model (FDG influx rate constant = Ki, metabolic rate = MR-FDG, distribution volume = DV-FDG) and compared to SUV using ROC analysis. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The performance of these models was evaluated for morphological accuracy by comparing predicted IVD segmentations (Dice similarity coefficient, mDSC; average surface distance, ASD) to manual (ground truth) measures. Likewise, functional reliability and precision were assessed by evaluating the intraclass correlation coefficient (ICC) and standard error of measurement (SE(m)) of predicted and manually derived deformation measures. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…There were nine visually impaired volunteers in real-time acquisitions, where the volunteers walked indoor and outdoor distances at different gait velocities in their residences. The ground truth gait characteristics of the volunteers in five walking tasks and an assessment of the natural posture during the walking tasks are also presented in this article. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The performance of the method was tested in a dataset of 33 CTA scans and compared with the ground truth provided by two human experts. RESULTS: Forty-three VAAs were identified by human experts (32 in the coeliac trunk branches, eight in the superior mesenteric artery, one in the left renal, and two in the right renal arteries). …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…We use model data with ground truth to see our method’s performance. We compare persistent homological figure detection and cell tracking technology with Image-Pro, sure-foreground in watershed method, and cell detection methods in previous studies. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…To achieve our objective, we make the following key contributions: (a) the formulation of the object identification problem as an assignment problem (solved using Integer Linear Programming), (b) a novel probabilistic model of the affinity between tracklets and RFID data, and (c) a curated dataset with per-frame BB and regularly spaced ground-truth annotations for evaluating the models. The latter is a crucial part of the model, as it provides a principled probabilistic treatment of object detections given coarse localisation. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The 1865, 208, and 198 LSLRS were divided into training, validation, and test dataset. A ground truth label with a 4-point trapezoidal shape was made based on radiological reports showing normal or VCF at some vertebral level. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The network does not require ground truth images in the training process. Therefore, it can be applied when low-resolution images are provided as training datasets, while high-resolution images are not obtainable due to the intrinsic limitation of microscope techniques. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…METHODS: Data were drawn from Wave 7 (weighted n = 3,542) of the Truth Initiative Young Adult Cohort, a national sample of individuals aged 18 to 34 (October 2014). …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…One radiologist not involved in interpretation had retrospectively reviewed the abnormality features and assessed the significance (negligible vs. need recall) of the AI-CAD marks. Ground truth in terms of cancer, benign or absence of abnormality was confirmed according to histopathologic diagnosis or negative results on the next-round screen. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Finally, we show that calibrated predicted volumes are more likely to encompass the ground truth segmentation volume than uncalibrated predicted volumes. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…How can planners work towards social transformation without shifting the burden of speaking truth to power onto community members? One of the ways in which power and knowledge are related is through the complicated process of communication. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…CONCLUSION: The strong correlation between the infarct segmentation obtained via our method and the ground truth allows us to conclude that our method could accurately segment infarcts from NCCT images.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Deep learning using CNN to compensate for brain shift was performed using the pMR as input data, and iMR obtained after dural opening as the ground truth. For the tumor center (TC) and the maximum shift position (MSP), statistical analysis using the Wilcoxon signed-rank test was performed between the target registration error (TRE) for the pMR and iMR (i.e., the actual amount of brain shift) and the TRE for the uMR and iMR (i.e., residual error after compensation). …”
Enlace del recurso
Enlace del recurso
Enlace del recurso