“…To mitigate overfitting, transfer learning techniques such as Dropout and Batch normalization are incorporated. …”
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“…The treatment outcome was measured by dropout and relapses. RESULTS: Self-exclusion was significantly related to female sex and a high sociodemographic status. …”
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“…RESULTS: In the present study, the dropout rate was 5.6%. Total of 136 males and 85 females with a mean age of 37.68 ± 11.35 years completed the study. …”
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“…When family physicians confront with psychological problems, high dropout rate is reported so it is needed to reveal factors related to dropouts, The purpose of this study is to describe characteristics of patients, treatment dropouts and its related factors in PSIM practice by family physician. …”
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“…Regularly monitoring bullying behavior is essential to maintain students' psychological stability, which could eventually reduce professional dropout rates.…”
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“…Results: A total of 79 individuals were enrolled, with 40 assigned to the TGP group and 39 to the placebo group. The dropout rate was 18.18%. In the TGP group, the monthly ulcer-free interval was significantly longer than baseline (median, 9.6 days) since weeks 13–24 (median, 18.5 days) (p < 0.05), and after discontinuation, it was further prolonged (median, 24.7 days) than in weeks 13–24 (p < 0.05). …”
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“…People on buprenorphine maintenance treatment (BMT) commonly present cognitive deficits that have been associated with illicit drug use and dropout from buprenorphine treatment. This study has compared cognitive responses to the Stroop Task and the Continuous Performance Task (CPT) among individuals on BMT, with recent drug use, and healthy controls and explored the associations between cognitive responses and drug use, craving, and buprenorphine use among participants on BMT. …”
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“…In the first stage of the method, dilated convolution was introduced into the DnCNN (denoising convolutional neural network) network framework to increase the receptive field of the network, so that more feature information could be extracted from remote sensing images. Meanwhile, a DropoutLayer was introduced after the deep convolution layer to build the noise reduction model to prevent the network from overfitting and to simplify the training difficulty, and then the model was used to perform the preliminary noise reduction on the images. …”
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“…Change in ADHD symptom severity was the primary outcome (efficacy) and all‐cause dropout rates (acceptability) was the secondary outcome. …”
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“…The current uncertainty estimation methods based on quantile regression, Bayesian neural network, ensemble, and Monte Carlo dropout are limited by their high computational cost and inconsistency. …”
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“…The final framework included (i) an integrated model for SPD and leukocytes consisting of four CLL cell subpopulations with ibrutinib inhibiting phosphorylated Btk production, (ii) a turnover model in which ibrutinib stimulates an increase in blood pressure, and (iii) a competing risk model for dropout and death. Simulations predicted that the approved dosing schedule had a slightly higher efficacy (24‐month, progression‐free survival [PFS] 98%) than de‐escalation schedules (24‐month, average PFS ≈ 97%); the latter had, on average, ≈20% lower proportions of patients with hypertension. …”
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“…RESULTS: A significant reduction of aviophobia symptoms at post-test for the VR-CBT app compared with the control condition [p < 0.001; d = 0. 98 (95% CI 0.65–1.32)] was demonstrated. The dropout rate was 21%. Results were maintained at 3-month follow-up [within-group d = 1.14 (95% CI 0.46–1.81)] and at 12-month follow-up [within-group d = 1.12 (95% CI 0.46–1.79)]. …”
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“…Academic literature and sport policy documents have cited concerns about an increasing prevalence of early sport specialization, with associated burnout, dropout, and injury. However, evidence to support such statements is limited. …”
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“…By shortening texts, iCBT may be made available to more people. Due to unequal dropout rates between the groups, these results are preliminary and need to be replicated.…”
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“…Preliminary results indicate that dropout (18%) was comparable to other interventions with refugees. …”
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“…Demographics, cost and time for data collection, dropout rates, and inconsistent responses were used to assess Aim 1. …”
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“…The best-performing DenseNet121 model was fine-tuned by adding one batch-normalization layer, one dropout layer, and two dense layers. The proposed fine-tuned DenseNet121 model was optimized using several optimizers, such as AdaGrad, AdaDelta, Adamax, RMSprop, and SGD, along with different batch sizes of 16, 32, 64, and 128. …”
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“…During the described period there was only one dropout, three patients required psychiatric hospitalization and two others visited the emergency department. …”
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“…However, the high sparsity, noise and dropout events inherent in scRNA-seq data present challenges for GRN inference. …”
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“…PURPOSE: The ERP component in CBT has been termed as a challenging treatment as it contains threatening anxiety-provoking indications, and it has been reflected that between 25–30% of OCD patients reject the ERP treatment, and the refusal and dropout rates for ERP in OCD are higher than other interventions. …”
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