“…The results show that for the LSTM-CNN, the effect is the best when dropout = 0.5. After introducing the attention mechanism optimization, the effect is the best when dropout = 0.6. …”
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“…The slight increase in the annual dropout rate (1.1%) was directly proportional to the number of COVID-19 cases per month. …”
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“…Volunteers needed more reminders to complete the monthly test (ps<.01) but had lower dropout rates (p=.001). The most frequent type of volunteer activity reported was religious. …”
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“…Lifetime dual disorder is a prevalent issue among individuals with alcohol or cocaine use disorders and could influence their dropout from treatment in public outpatient drug dependence care centres, along with alcohol use, polysubstance use and social conditions, such as living alone. …”
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“…This study aimed to derive a prediction model for dynamically updated estimation of conditional dropout probabilities for Marine recruit training. …”
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“…OBJECTIVES: The study was two-fold: 1) to analyze the percentage of early-, late-dropouts and completers, and 2) to examine sociodemographic, psychological, and substance-related predictors of dropouts. …”
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“…The multichannel features learned from different dropout EMPGs are aggregated to compute the final prediction jointly. …”
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“…Patient follow‐up can discontinue due to an outcome‐dependent event, such as clinical diagnosis, death, or dropout. Joint modeling is a popular choice for the analysis of this type of data. …”
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“…The features we observe in the neural data are similar to properties of artificial neural networks where representations are updated by continual learning in the presence of dropout, i.e. a random masking of nodes/weights, but not other types of noise. …”
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“…In this paper, a fast-transient-response NMOS low-dropout regulator (LDO) with a wide load-capacitance range was presented to provide a V/2 read bias for cross-point memory. …”
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“…Results showed no differences on dropout, but lower attendance rates in the feedback condition. …”
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“…Due to high sparsity and complex gene expression patterns, scRNA-seq data present a large number of dropout events, affecting downstream tasks such as cell clustering and pseudo-time analysis. …”
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“…We compare the impact of method choice on phylogenetic information, missing data, and allelic dropout, considering different sequencing depths. …”
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“…Protocols assessing the effect of a nutritional intervention on health commonly involve a series of face-to-face meetings between participants and study staff that can weigh on resources, participant availabilities, and even increase dropout rates. Digital tools are increasingly added to protocols to facilitate study conduct, but fully digitally run studies are still scarce. …”
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“…BACKGROUND:  Early treatment dropout among youths and young adults (28%-75%) puts them at risk for poorer outcomes. …”
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“…Potential impact on 2 and 6-month morbidity (TBscore), patient dropout rates, and prognosis (death/ loss to follow-up) were evaluated. …”
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“…RESULTS: The strength of early therapeutic alliance did not predict treatment dropout in MBCT or eMBCT (B=−.39; P=.21). Therapeutic alliance increased over time in both conditions (F(2,90)=16.46; Wilks λ=0.732; P<.001). …”
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“…Depression is associated with risk of non-adherence to cardiac rehabilitation (CR) and dropout, inadequate risk factor management, poor quality of life (QoL), increased healthcare costs and premature death. …”
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“…The primary outcomes were the standardized mean difference (SMD) for continuous depression scores after treatment and odds ratio (OR) dropout rate; secondary outcomes included ORs for response and remission rates. …”
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“…Both treatments had low and similar dropout rates. Using TBS rather than rTMS could increase access to treatment several-fold for older adults with TRD. …”
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