“…When compared to in silico depletion of 16S, physically removing it reduces dropout rates, retrieves more clusters, and reveals more differentially-expressed genes. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The morphological changes of meibomian gland dropout were significant in highlanders as demonstrated objectively with Keratograph 5M. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Men with alcohol and/or other drug use problems (ADUPs) court-mandated to attend intervention programs for intimate partner violence (IPV) perpetrators have been identified as a high-risk, highly resistant group of IPV perpetrators, as they present lower treatment adherence and higher dropout and recidivism rates. Previous research suggests that IPV perpetrators with ADUPs may require tailored interventions to address their specific risk factors. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…In this study, we developed a novel channel dropout (CD) approach to increase the robustness of explainable deep learning models trained on EEG data for SZ diagnosis to channel loss. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…In this study, we investigated cellular dependencies, or vulnerabilities, that arise when enhancer function is compromised by loss of the frequently mutated COMPASS family members MLL3 and MLL4. CRISPR dropout screens in MLL3/4-depleted mouse embryonic stem cells (mESCs) revealed synthetic lethality upon suppression of purine and pyrimidine nucleotide synthesis pathways. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The trials had small samples and considerable dropout. Blinding was either unsuccessful or not reported regardless of type of placebo. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Underperformance was defined as the occurrence of the following, which was prompted by the training institute: 1) preliminary dropout; 2) extension of the educational pathway; and/or 3) mandatory coaching pathways. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…We then estimate model and data uncertainty using test time dropout and test time augmentation, respectively. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Using a synthetic gut bacterial community, we aimed to study the role of individual members in community assembly, identify putative keystone species and test their influence across different environments. Single-species dropout experiments reveal that bacterial strain relationships strongly vary not only in different regions of the murine gut, but also across several standard culture media. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Moreover, the ConXNet model reduces the time complexity by using dropout layers and batch normalization techniques. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…While discrimination compromised academic success, our findings highlight the protective nature of racial pride in dissuading academic failure and school dropout through the promotion of academic success. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…ZINBMM conducts a systemic analysis on raw counts, accommodating both batch effects and dropout events. Simulations and the analysis of five scRNA-seq datasets demonstrate the practical applicability of ZINBMM. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…As an illustration, assuming relative treatment differences of 25–30%, stagewise dropout rate of 15%, and parallel outcome progressions, a sample size of 200 per group may achieve 97% power to demonstrate a treatment effect and 53% power to demonstrate a sustained effect post-treatment. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The sample size, taking into account the possibility of a 10% dropout of samples included 20 babies for each group and a total of 40 babies were selected by convenience sampling. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Moreover, average pooling and a dropout layer are also used to learn distinctive patterns and reduce overfitting. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Firstly, a new feature extraction module EFF_D was proposed, in which the classification layer of EfficientNetB0 was replaced with two dropout layers and two dense layers. Secondly, the EFF_D model was fine-tuned using Softmax, and then features of brain tumor images were extracted using the fine-tuned EFF_D. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…DCP/DP outcomes were similar in both groups: remission in 37.8% of PV and 34.1% of PF after completed DCP/DP cycles following a median of 13 months (1–56 months follow-up); failure occurred in 13.5% of PV and 14.6% of PF in Phase I; relapse in 13.5% of PV and 12.2% of PF, and dropout in 27% of PV and 24.4% of PF in Phases II to IV. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…CONCLUSION: As in other services, the diagnostic-therapeutic flow proved to be highly inefficient, with a long waiting period, difficult access to treatment and a high dropout rate. These findings highlight the need to establish new patient-centered strategies with measures that speed up the flow and facilitate access to CPAP, in order to reduce the morbidity and mortality associated with this condition. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…In this article, an optimization of the deep CNN model was proposed by incorporating the Dropkey and Dropout (as a comparison) algorithm. Compared with Grad-CAM, the improved Grad-CAM based on Dropkey applies an attention mechanism to the feature map before calculating the gradient, which can introduce randomness and eliminate some areas by applying a mask to the attention score. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…We investigated channel sensitivity using 3D GRAD-CAM and channel dropout, and highlighted the critical importance of T(2)W and ADC channels for accurate tumor segmentation. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso