“…Three types of filters in the convolutional layers, as well as dropout and max-pooling operations, were applied to construct feature maps. …”
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“…However, it suffers from dropout events (i.e., excess zero counts) since only a small fraction of transcripts get sequenced in each cell during the sequencing process. …”
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“…Despite their widespread applications, single-cell RNA-sequencing (scRNA-seq) experiments are still plagued by batch effects and dropout events. Although the completely randomized experimental design has frequently been advocated to control for batch effects, it is rarely implemented in real applications due to time and budget constraints. …”
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“…Our findings suggest that the adapted Zelen design may be useful in limiting dropout of controls due to dissatisfaction from group allocation, or contamination of control arm. …”
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“…The proposed model consists of stages: normalization, deep LSTM networks and dropout-dense-regression layers, in order of process. …”
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“…A better understanding of the etiology of sports dropout in children will serve to improve interventions to keep children active. …”
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“…To evaluate the clinical value of a new adolescent Cooperative Assessment scheme (COOPAS) as indicated by establishing therapeutic alliance, improving symptoms, and particularly by reducing dropouts. METHOD: Consecutive help-seeking adolescents (N=136) were recruited, evaluated with an 8-week COOPAS protocol and followed for 6 months to document dropouts during treatment. …”
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“…While the demand for open and distance education is increasing, it also faces high dropout rates. The reasons and solutions for student dropouts need considerable attention. …”
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“…Moreover, both statistical frameworks—bootstrap and MC dropout—have consistent statistical results for SNDM, which were not observed in the original model. …”
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“…The GWO is employed to optimize the LSTM by selecting the best dropout and recurrent dropout rates of LSTM hyperparameters rather than manual choice. …”
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“…This study examined students’ understudied profiles of burnout symptoms and their relation to procrastination, dropout intentions, and study- and life satisfaction. …”
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“…Participants’ attendance to online sessions, adherence to weekly home exercises, and side effects, in addition to the physiotherapist's fidelity to the program delivery will be collected to evaluate the program's feasibility. Participants’ dropout rates, reasons for dropout, satisfaction and usability scores will be collected to evaluate the program's acceptability for participants. …”
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“…RESULTS: We developed iDESC to detect cell type specific DE genes between two groups of subjects in scRNA-seq data. iDESC uses a zero-inflated negative binomial mixed model to consider both subject effect and dropouts. The prevalence of dropout events (dropout rate) was demonstrated to be dependent on gene expression level, which is modeled by pooling information across genes. …”
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“…OBJECTIVE: The study aimed to present a systematic review of rates of adherence, dropout, and approaches to analyzing adherence to newly developed mobile and Web-based interventions for people with psychosis. …”
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“…Secondary outcomes were recruitment and dropout rates, visual comfort, depressive symptoms and suicidal ideation. …”
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“…Among the client factors, longer duration of regular use was associated with higher odds of abstinence and 50% reduction, and lower hazard of treatment dropout; greater quantity of cannabis use with reduced hazard of dropout, greater odds of attending counselling, and higher average dose; greater pain at baseline with greater odds of ≥ 50% reduction and higher average dose; and more severe sleep issues with lower odds of ≥ 50% reduction. …”
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“…Such phenomena include communication delay, packet dropout, signal quantization or saturation, randomly occurring nonlinearities and randomly occurring uncertainties.The text is self-contained, beginning with an introduction to nonlinear stochastic systems, network-induced phenomena and filtering and control, moving through a collection of the latest research results which focuses on the three aspects …”
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“…Moreover, the regulator module works with a low voltage dropout of 200 mV for a large range of input current from 3 to 18 mA. …”
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“…The DED patients with CFS and severe MG dropout and dysfunction have worse DVA.…”
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