“…Single cell RNA-seq (scRNA-seq) experiments suffer from a range of characteristic technical biases, such as dropouts (zero or near zero counts) and high variance. …”
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“…Moreover, bias can be reduced meaningfully by reducing the number of dropouts through detailed and meticulous data quality management. …”
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“…In this paper we try to examine the barriers we had to overcome in gaining access to the sensitive field of grieving and traumatized children and adolescents who rely on low threshold psychotherapeutic and neuropsychiatric support and analyze the factors leading to the high number of dropouts. In addition, the consequences for our results will be discussed.…”
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“…The program has a good performance in terms of willingness of schools to participate in co-creation of program development, the high interest to join the program and zero dropouts, and strong partnership with ministries which enables to actively participate in policy making. …”
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“…The level of adherence to the reverse periodization was significantly higher than in traditional and free training. The number of dropouts in reverse and traditional periodization was similar but lower than in the free training. …”
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“…On average, treatment dropouts completed approximately 41% of the treatment before dropping out. …”
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“…We constructed forest plots for meta-analytic effects regarding the change in erectile function, adverse events and dropouts after administration of PDE5 inhibitors in the general population and in specific patient groups. …”
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“…In group II (control group), 23 patients completed all three follow-ups out of 30 patients (there were seven dropouts in mid–therapy). In group I, complete remission in 29.6%, major improvement in 59.3% and minor improvement in change font so as to appear 11.1% were observed. …”
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“…This paper is concerned with the optimal fusion estimation problem in networked stochastic systems with bounded random delays and packet dropouts, which unavoidably occur during the data transmission in the network. …”
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“…Interviews were conducted with all stakeholders involved in the program, including program developers, facilitators, funders, trainees, dropouts, employers, and older care recipients. Qualitative thematic analysis was used, supplemented by quantitative data concerning the program’s inputs, outputs and outcomes. …”
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“…These challenges are also the main causes of students’ dropouts. This paper increases people’s understanding of ECE and its challenges in Pakistan. …”
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“…All participants completed the 5-component intervention via virtual meeting and there were no dropouts related to technology use. When asked about the virtual modality, participants emphasized the flexibility of virtual meetings. …”
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“…Topics in medical fields, such as response-dependent dose modifications, response-dependent dropouts, and randomized controlled trials are discussed. …”
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“…In functional MRI, magnetic field inhomogeneities due to air-tissue susceptibility differences may lead to severe signal dropouts and geometric distortions in echo-planar images. …”
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“…We discuss how missing data can threaten the validity of our results if dropouts systematically differ from non-dropouts, introduce trial estimands as a way to co-align analyses with the goals of the evaluation, and explain how to set up an appropriate analysis model to test the treatment effect at one or several assessment points. …”
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“…However, after 6 months, the rate of dropouts was significantly higher in the F2F group (18.5% vs 5.7% in the videoconferencing group, P<.05). …”
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“…Differences between completers and dropouts were analysed with a chi-square test (categorical data) and Mann–Whitney–Wilcoxon test for two independent samples (continuous variables). …”
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“…Adolescent pregnancy continues to be a major concern globally, especially in sub-Saharan Africa, where it contributes to high maternal mortality and morbidity and other non-health consequences, such as school dropouts. Addressing adolescent sexual and reproductive health requires an enabling environment that extends beyond an individual to community and society levels through concerted efforts by various sectors and agencies. …”
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“…OBJECTIVE: The analysis of clinical trials in delirium is typically complicated by treatment dropouts and by the fact that even untreated individuals may have a good prognosis. …”
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“…We reviewed endpoints used in the study of IBS over the past decade including adequate relief and subjective global relief, emphasizing their weaknesses in fully evaluating the IBS condition, specifically their motility effects based on functional net value and relative benefit-harm based on dropouts due to adverse events. The focus of this review is to highlight ongoing efforts to improve clinical trial design which can lead to better outcomes in a real-world setting.…”
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