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1661por Mee, Steven, Bunney, Blynn G., Fujimoto, Ken, Penner, John, Seward, Garrett, Crowfoot, Keeley, Bunney, William E., Reist, Christopher“…Additionally, patients scoring in the higher psychological pain group exhibited reduced retention times in treatment and more than two-fold increased odds of dropout relative to patients with lower pre-treatment levels of psychological pain. …”
Publicado 2019
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1662“…The general network architecture consisted of three convolutional layers plus batch normalization and dropout layers to avoid over fitting. RESULTS: The validation based on 45 datasets not used for model training revealed that the proposed deep convolutional neural network is capable of identifying and differentiating between normal tympanic membranes, tympanostomy tubes, and cerumen impactions with an overall accuracy of 84.4%. …”
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1663“…The financial, physical and psychosocial burden associated with cumulative failure also lead to a higher probability of dropout and consequently an even higher probability of remaining in involuntary childlessness. …”
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1664“…A P‐value <.05 was considered statistically significant. The dropout rate was highest in the home exercise group. …”
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1665“…However, the scRNA-seq data are challenging for traditional methods due to their high dimensional measurements as well as an abundance of dropout events (that is, zero expression measurements). …”
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1666“…The following improvements to the traditional LeNet-5 network are made: the convolution and pooling layers are reasonably designed and the size and number of convolution kernels are carefully adjusted to improve fault classification capability; the batch normalization (BN) is adopted after each convolution layer to improve convergence speed; the dropout operation is performed after each full-connection layer except the last layer to enhance generalization ability. …”
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1667por Mathisen, Therese Fostervold, Rosenvinge, Jan H., Friborg, Oddgeir, Vrabel, KariAnne, Bratland‐Sanda, Solfrid, Pettersen, Gunn, Sundgot‐Borgen, Jorunn“…The results point to the PED‐t as an alternative to CBT for BN and BED, although results are limited due to compliance and dropout rates. Replications are needed by independent research groups as well as in more clinical settings.…”
Publicado 2020
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1668por Rogers, Simon A., Hassmén, Peter, Roberts, Alexandra H., Alcock, Alison, Gilleard, Wendy L., Warmenhoven, John S.“…Before and after the intervention, the Athlete Introductory Movement Screen (AIMS) was used to assess MC alongside common physical capacity measures (triple-hop, star-excursion balance, medicine ball throw, 40 m sprint and countermovement jump). Dropout left 22 participants with pre-post physical scores. …”
Publicado 2020
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1669por Brager, Allison J, Demiral, Sukru, Choynowski, John, Kim, Jess, Campbell, Bill, Capaldi, Vincent F, Simonelli, Guido, Hammer, Steve“…METHODS: We collected performance data plotted across time (race splits) and distance (dropout rates; n=257), self-reported sleep and training patterns (n=83), and endpoint data on cardiovascular fitness/adaptation to total sleep deprivation and extreme exercise/stress (n=127). …”
Publicado 2020
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1670“…Due to low mRNAs content per cell and molecule losses during the experiment (called ‘dropout’), the gene expression matrix has a substantial amount of zero read counts. …”
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1671“…Results of studies evaluating the parapapillary choroid have shown a greater prevalence of choroidal microvasculature dropout in glaucomatous eyes with a parapapillary gamma zone, which is associated with central visual field defects or glaucoma progression. …”
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1672por Ruan, Qingyu, Ruan, Weidong, Lin, Xiaoye, Wang, Yang, Zou, Fenxiang, Zhou, Leiji, Zhu, Zhi, Yang, Chaoyong“…The single-cell genomic variations profiling performs the excellent detection of copy number variants with the smallest bin of 150 kb and single-nucleotide variants with allele dropout rate of 5.2%, holding great promise for broader applications of single-cell genomics.…”
Publicado 2020
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1673“…The experiments indicate that DenseFly outperforms the baseline methods FlyHash and SimHash in classification tasks, and the performance is robust to dropout events and batch effects. CONCLUSION: We developed a method for mapping cells across scRNA-seq datasets based on the DenseFly algorithm. …”
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1674por Dwane, Lisa, Behan, Fiona M, Gonçalves, Emanuel, Lightfoot, Howard, Yang, Wanjuan, van der Meer, Dieudonne, Shepherd, Rebecca, Pignatelli, Miguel, Iorio, Francesco, Garnett, Mathew J“…The Project Score database (https://score.depmap.sanger.ac.uk/) uses genome-wide CRISPR–Cas9 dropout screening data in hundreds of highly annotated cancer cell models to identify genes required for cell fitness and prioritize novel oncology targets. …”
Publicado 2020
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1675por Thøgersen, Dagfinn Mørkrid, Bjørnebekk, Gunnar, Scavenius, Christoffer, Elmose, Mette“…The results showed that although CU traits are related to increased problem severity at baseline, they predicted neither treatment dropout nor post-treatment externalizing behavior and family functioning. …”
Publicado 2021
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1676por Tyrrell, Jessica, Zheng, Jie, Beaumont, Robin, Hinton, Kathryn, Richardson, Tom G., Wood, Andrew R., Davey Smith, George, Frayling, Timothy M., Tilling, Kate“…However, selection into and dropout from studies may bias genetic and phenotypic associations. …”
Publicado 2021
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1677por Ihyembe, Demvihin, Stager, Kelli, Deavenport-Saman, Alexis, Yang, Jeffrey, Imagawa, Karen Kay, Vanderbilt, Douglas L.“…INTRODUCTION: Children with disabilities are particularly vulnerable to school failure, as they are more likely than their peers to experience school dropout and academic struggles. Early identification of learning difficulties and access to special education services are critical to the success of children with disabilities. …”
Publicado 2021
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1678“…BACKGROUND: The aim of this study was to investigate the effectiveness of psychotherapeutic interventions for clinically referred adolescents, as well as to examine whether sociodemographic, clinical, or treatment-related variables and patients’ role expectations predict treatment outcome or are possible predictors of treatment dropout. METHOD: The study comprised 58 adolescents (mean age 14.2, 65.5% female) suffering from diverse psychiatric disorders referred to psychotherapeutic interventions conducted in outpatient care. …”
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1679“…Furthermore, the features are extracted using CNNs and dropout approach, after that, the Softmax performs as a recognizer. …”
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1680“…The country is introducing an organized screening system, including human papillomavirus screening. Studies show a high dropout rate among eligible women in continuing testing. …”
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