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  1. 5141
    “…RESULTS: Scientific integrity is based on the principle that research is conducted as objectively as possible; it cannot be compromised by special interests whose primary goals are neither to seek truth nor to protect human health. Evidence demonstrates a significant risk of bias in research reports sponsored by financial interests. …”
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    How can the integrity of occupational and environmental health research be maintained in the presence of conflicting interests?
  2. 5142
    “…When tracing this long-range neurites, manual edit was required once to obtain results equivalent to the ground truth, compared with 20 times of manual edits required by SparseTracer. …”
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    Identifying Weak Signals in Inhomogeneous Neuronal Images for Large-Scale Tracing of Sparsely Distributed Neurites
  3. 5143
    “…The U-net was trained with manual segmentation as ground truth and Dice coefficients used to measure accuracy. …”
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    Convolutional neural network-based segmentation can help in assessing the substantia nigra in neuromelanin MRI
  4. 5144
    “…Compared with the ground truth, the accuracy of the contour was evaluated by using the Dice coefficient and mean distance to agreement (MDTA). …”
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    Deep Learning Improved Clinical Target Volume Contouring Quality and Efficiency for Postoperative Radiation Therapy in Non-small Cell Lung Cancer
  5. 5145
    “…We used a fast-event “localizer” paradigm of 5:20 min in order to probe sensorimotor functions (visual, auditory and motor tasks) as well as higher level functions (language comprehension, mental calculation), where results from a previous large-scale study at 3T (N = 81) served as ground-truth reference for the brain areas implicated in each cognitive function. …”
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    Comparison of SMS-EPI and 3D-EPI at 7T in an fMRI localizer study with matched spatiotemporal resolution and homogenized excitation profiles
  6. 5146
    “…Furthermore, neither substantial datasets with fully characterized ground truth, nor simulation programs for realistic 4C-seq data have been published. …”
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    Benchmarking of 4C-seq pipelines based on real and simulated data
  7. 5147
    “…They include the escalating costs of research and lower research productivity, low public trust in researchers to report the truth, lack of diversity, poor community engagement, ethical concerns over research practices, and irreproducibility. …”
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    An open toolkit for tracking open science partnership implementation and impact
  8. 5148
    “…Three factors contributed to the suspension of the service: The gap between the service and the needs of the patients, a lack of patients, and low work motivation. The demand that the truth be concealed from the families and their attitude of avoiding talking about death were the key factors of the failure of psycho-spiritual care. …”
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    An examination of home-based end-of-life care for cancer patients: a qualitative study
  9. 5149
    “…We validated FIREVAT refinement performance using orthogonal sequencing datasets totaling 384 tumor samples with respect to ground truth. Our novel method achieved the highest level of performance compared to existing filtering approaches. …”
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    FIREVAT: finding reliable variants without artifacts in human cancer samples using etiologically relevant mutational signatures
  10. 5150
    “…A stereotactic MRI-guided prostate biopsy served as the histological ground truth. All patients received a mpMRI with DCE. The influence of DCE in the prediction of malignancy was analyzed by blinded assessment of the imaging protocol without DCE and the DCE separately. …”
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    The role of gadolinium in magnetic resonance imaging for early prostate cancer diagnosis: A diagnostic accuracy study
  11. 5151
    “…The regeneration and (re)modelling of mineralised tissue was observed weekly using in vivo micro-computed tomography (micro-CT), which served as a ground truth for resolving areas of mineralised tissue formation. …”
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    The association between mineralised tissue formation and the mechanical local in vivo environment: Time-lapsed quantification of a mouse defect healing model
  12. 5152
    “…The here used dataset including the ground truth will be provided freely for all scientific groups to allow a quantitative benchmarking of segmentation approaches in future.…”
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    Fully automatic segmentation of glottis and vocal folds in endoscopic laryngeal high-speed videos using a deep Convolutional LSTM Network
  13. 5153
    “…That is, causal inference methods have been evaluated on their accuracy at uncovering ground truth, but not the utility of such output for human consumption. …”
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    How causal information affects decisions
  14. 5154
    “…To evaluate segmentation accuracy using the method, the five segments were manually contoured on MRI images as the ground truth, and the volume ratio, Dice coefficient, and Hausdorff distance metric were calculated. …”
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    A technique to generate synthetic CT from MRI for abdominal radiotherapy
  15. 5155
    “…In addition, we compared the training behavior of our designed architectures with the ground truth segmentation using various performance measures. …”
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    Prediction of Sequential Organelles Localization under Imbalance using A Balanced Deep U-Net
  16. 5156
    “…In a validation experiment, a residual analysis is conducted and the residuals between estimated departure time points and ground-truth times are almost within a certain range from −150 s to +150 s. …”
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    Estimating Departure Time Using Thermal Camera and Heat Traces Tracking Technique
  17. 5157
    “…This dataset displayed expected phenotypes at 6 days post-inoculation and was used as ground truth dataset to setup the method. The efficiency of the computation method was demonstrated by the relevant discrimination of phenotypes at 3 days post-inoculation. …”
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    A Computation Method Based on the Combination of Chlorophyll Fluorescence Parameters to Improve the Discrimination of Visually Similar Phenotypes Induced by Bacterial Virulence Factors
  18. 5158
    “…DISCUSSION: The results in the present study together confirmed the truth that β-arrestin1 interference may suppress ESCC cell proliferation, migration, invasion, EMT and tumor growth via AKT/GSK3β/β-catenin signaling pathway.…”
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    The Role of β-Arrestin1 in Esophageal Squamous Cell Carcinoma
  19. 5159
    “…METHODS: Both networks were retrained over 24 pairs of neonatal T1 and T2 data from the Developing Human Connectome Project public data set and validated on another eight pairs against ground truth. We then reported the best-performing model from training and its performance by computing the Dice similarity coefficient (DSC) for each tissue type against eight test subjects. …”
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    Using Deep Convolutional Neural Networks for Neonatal Brain Image Segmentation
  20. 5160
    “…We also provide manual labeling for some known states of the drones, such as, drone inside/outside the water, upstream/downstream navigation, manual/autonomous drive, and drone turning, that represent a ground truth for validation purposes. Finally, the real-world nature of the dataset makes it more challenging for machine learning methods because it contains noisy samples collected while the drone was exposed to atmospheric agents and uncertain water flow conditions.…”
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    Multivariate sensor signals collected by aquatic drones involved in water monitoring: A complete dataset
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