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  1. 5601
    “…These were scored by four reviewers and considered the ground truth for CNN performance testing. RESULTS: Although hyper-parameter search space was limited, an optimal network depth after which additional layers resulted in decreased accuracy was identified. …”
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    Convolutional neural network -based phantom image scoring for mammography quality control
  2. 5602
    “…The entire experiment was completed in less than 6 months, and 41% of nucleotide-level predictions from the winning model were within experimental error of the ground truth measurement. Furthermore, these models generalized to blindly predicting orthogonal degradation data on much longer mRNA molecules (504–1,588 nucleotides) with improved accuracy compared with previously published models. …”
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    Deep learning models for predicting RNA degradation via dual crowdsourcing
  3. 5603
    “…In the remaining, insufficient details about database constitution and segmentation protocol provided sources of bias (inclusion criteria, MRI acquisition, ground truth). Eighteen different types of terminology for prostate zone segmentation were found, while 4 anatomic zones are described on MRI. …”
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    Automatic segmentation of prostate zonal anatomy on MRI: a systematic review of the literature
  4. 5604
    “…The tracking success rate (TSR), root mean square error (RMSE), and missing frames (percent unable to track) were evaluated against the estimated ground truth, which was obtained using Bayesian inference. …”
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    Effect of different noise reduction techniques and template matching parameters on markerless tumor tracking using dual‐energy imaging
  5. 5605
    “…The actual prescription in the patient record was used as ground truth for model training. The model performance was assessed by 19-fold-cross-validation, with each fold consisting of randomly selected 128 training, 16 validation, and 8 testing subjects. …”
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    AI-assisted clinical decision making (CDM) for dose prescription in radiosurgery of brain metastases using three-path three-dimensional CNN
  6. 5606
    “…The GEDI L4A product was applicable only in the Guineo-Congolian region, but the prediction error was approx. nine times higher than the ground truth. Moreover, the AGB level varied across AFS including cocoa (7.51 ± 0.6 Mg ha(−1)) and rubber (7.33 ± 0.33 Mg ha(−1)) in the Guineo-Congolian region, cashew (13.78 ± 0.98 Mg ha(−1)) and mango (12.82 ± 0.65 Mg ha(−1)) in the Guinean region. …”
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    Estimation of Aboveground Biomass in Agroforestry Systems over Three Climatic Regions in West Africa Using Sentinel-1, Sentinel-2, ALOS, and GEDI Data
  7. 5607
    “…We constructed a training set for supervised classification using features derived exclusively from tumor-only variant calling and drawing somatic and germline truth labels from an independent pipeline using the patient-matched normal samples. …”
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    Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning
  8. 5608
    “…MQA can simultaneously fuse multi-input, multi-scale low-level feature maps and high-level feature maps as well as conduct end-to-end supervised learning guided by ground truth. Results: The two-class infection labeling experiments were conducted based on three datasets. …”
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    MMViT-Seg: A lightweight transformer and CNN fusion network for COVID-19 segmentation
  9. 5609
    “…Training in 12 classes with a 0 error range, the Cohen’s kappa value yielded minimal agreement between the model predictions and ground truth. Allowing an error range of 0.25, we obtained minimum or weak agreement. …”
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    Impact Evaluation of Score Classes and Annotation Regions in Deep Learning-Based Dairy Cow Body Condition Prediction
  10. 5610
    “…We show that Freddie outperforms the other tools in its accuracy, including those given the complete ground truth annotation. We also run Freddie on a transcriptomic LR dataset generated in-house from a prostate cancer cell line with a matched short-read RNA-seq dataset. …”
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    Freddie: annotation-independent detection and discovery of transcriptomic alternative splicing isoforms using long-read sequencing
  11. 5611
    “…All observer contours were compared with ground truth, defined on CT image according to the absolute dimensions of the target structure, using Dice similarity coefficient (DSC), Hausdorff distance (HD), mean distance-to-agreement (MDA), and the ratio between reconstructed and true volume (Ratio(vol) ). …”
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    Online Artículo Texto
    Impact of MRI resolution for Linac-based stereotactic radiosurgery
  12. 5612
    “…We developed a Natural Language Processing pipeline to extract ground-truth labels about valvular status and paired these to Electrocardiograms (ECGs). …”
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    Multi-center retrospective cohort study applying deep learning to electrocardiograms to identify left heart valvular dysfunction
  13. 5613
    “…We identified and annotated 487 unique dermoscopic melanoma lesions from images in the ISIC 2019 dermoscopic dataset to create a ground-truth irregular pigment network dataset. We trained multiple transfer learned segmentation models to detect irregular networks in this training set. …”
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    Improving Automatic Melanoma Diagnosis Using Deep Learning-Based Segmentation of Irregular Networks
  14. 5614
    “…Accuracy was measured in terms of the quality of reconstruction of the heart surface potentials and estimation of the activation and recovery times, when compared with ground truth recordings from the experimental dog data. …”
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    Influence of the Tikhonov Regularization Parameter on the Accuracy of the Inverse Problem in Electrocardiography
  15. 5615
    “…A full suite of eight phenotypes was in situ measured at the end of the season for ground truth data, specifically, dry stalk biomass, cob biomass, dry grain yield, harvest index, grain nitrogen utilization efficiency (Grain NutE), grain nitrogen content, total plant nitrogen content, and grain density. …”
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    Online Artículo Texto
    UAV Multisensory Data Fusion and Multi-Task Deep Learning for High-Throughput Maize Phenotyping
  16. 5616
    “…Within the context of the KPS program targeting, we noted significant differences between the RWI map's predictions and the SUSENAS ground truth index estimates.…”
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    Strengths and limitations of relative wealth indices derived from big data in Indonesia
  17. 5617
    “…Here, we employ penalised reconstruction alongside iterative thresholding methods and simple partial volume correction methods to produce IDIFs from a single PET scan, and subsequently, compare these to blood-sampled input curves (BSIFs) as ground truth. Retrospectively we used data from sixteen subjects with two dynamic (15)O-labelled water PET scans and continuous arterial blood sampling: one baseline scan and another post-administration of acetazolamide. …”
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    Image-derived input functions from dynamic (15)O–water PET scans using penalised reconstruction
  18. 5618
    “…During validation, the model was blinded to the ground truth of gestational age (based on a reliable last menstrual period date and confirmatory first-trimester fetal crown rump length). …”
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    Machine learning for accurate estimation of fetal gestational age based on ultrasound images
  19. 5619
    Publicado 2001
    Tabla de Contenidos: “…The philosophy of style -- Friedrich Nietzsche. On truth and lies in a nonmoral sense -- Modern and postmodern rhetoric. …”
    Libro
    The rhetorical tradition : readings from classical times to the present /
  20. 5620
    por Mungo, Davide Pietro
    Publicado 2022
    “…The analysis features an innovative and fully redesigned categorisation, optimised to measure the Simplified Template Cross Sections (STXS) truth bin with a multivariate approach, which greatly improves the results with respect to partial Run 2 publication. …”
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    Measurement of the SM Higgs boson properties in the diphoton decay channel with the ATLAS Run 2 dataset
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