“…All the other evaluated outcomes only showed significant differences in the sirolimus group: corneal/conjunctival staining score (p=0.0015), lipid layer interferometry (p=0.006), and inferior meibomian gland dropout (p=0.038). No local or systemic adverse effects regarding the medication itself were reported, and the administration route was well accepted. …”
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“…Temperature was the most important feature in predicting AD and ranked first by 10/18 ML-algorithms accounting for 43.00–83.30% mean dropout RMSE loss after 1000 permutations. The two models' partial dependence and residual diagnostics sensitivity revealed their efficient AD prognosticating accuracies in waterbodies. …”
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“…The first block is considered for VGG-16 and blocks 2 and 3 are considered for Inception V3 networks and final block 4 consists of four layers namely Avg pooling, dropout, fully connected, and Softmax layers. The experimental results show that the IV3-VGG model achieves the highest accuracy of 98% compared to the existing five prominent deep learning models such as Inception V3, VGG16, ResNet50, DenseNet121, and MobileNet.…”
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“…Examination of the explanted liver demonstrated that the majority of liver tissue had been replaced by fibroblastic cells after massive hepatocyte dropout. There were only small areas of residual neuroblastoma cells in the liver specimen. …”
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“…We conducted epigenome-focused CRISPR dropout screens and identified multiple regulators of Pol2 elongation, including Elongin B and C (ELOB/ELOC) as DMG genetic dependencies. …”
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“…The primary outcome was feasibility of the intervention, study design, and procedures (including recruitment rate, adherence, and dropout). Outcome measures include balance, function, falls, strength, fear of falling, health-related quality of life, resource use, and adherence, measured at baseline, three-month, and six-month post-randomization. …”
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“…CONCLUSION: Reducing undertreatment (the untreated and dropout) of depression and suicide screening and treatment in medical care settings may be effective in preventing suicide-related behaviors in children and adolescents.…”
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“…Among the machine learning models, the Bi-LSTM_dropout model performed better than the ML model using XGBoost and the Bi-LSTM_simple model on internal set, whereas on external validation, the Bi-LSTM_simple model performed relatively better than other 2. …”
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“…Between-group altered depression, anxiety, sleep problems, one quality of life measure, functional impairment, social aspects of autism, and executive difficulties were statistically non-significant. Dropout was slightly higher in NeuroACT. NeuroACT may be a promising treatment for autistic adults with co-existing stress and reduced quality of life. …”
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“…Participants were invited to register daily food intake and MS symptoms and were observed during a period of 100 days. Dropout and inclusion probabilities were addressed using generalized linear models. …”
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“…Future work should target improving compliance among subgroups of participants and investigate the extent to which rapid declines in EMA compliance might prove useful for triggering interventions to prevent study dropout. TRIAL REGISTRATION: ClinicalTrials.gov NCT03262662; https://clinicaltrials.gov/ct2/show/NCT03262662…”
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“…BACKGROUND: Clinical trials to treat childhood obesity show modest results, weight regain and high dropout rates. Children with obesity often live in families with habits that contribute to unhealthy weight gain. …”
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“…The future liver remnant hypertrophy rate was 65.2% ± 5% (95% CI, 55%–75%) and the interstage interval was 16 ± 1 days (95% CI, 14–17 days). The dropout rate was 9% (95% CI, 5%–15%). The overall complication rate was 46% (95% CI, 37%–56%) and the major complication rate was 20% (95% CI, 14%–26%). …”
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“…Secondary outcomes included adverse events, dropout rate, and subgroup analysis. RESULTS: Five studies with 1,852 patients were included in the analysis. …”
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“…INTRODUCTION: Alcohol Use Disorders (AUDs) are highly prevalent psychiatric disorders with often a poor treatment outcome in terms of high dropout rates and relapses. A vulnerability to disinhibition or a lack of self-regulation/low Effortful Control (EC) seems to be a core risk factor associated with both the initiation and continuation of AUDs. …”
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“…OUTCOME MEASURES: Feasibility outcomes included staff-to-patient ratio and dropout rates per group. Primary outcome was the 6 min walk distance (6MWD). …”
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“…The calculations allow for a 10% non-eligible/early dropout rate. The trial is currently open and accruing through the NRG oncology cooperative group (NCT05327686).…”
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“…Structural and behavioral HIV risk factors including early school dropout, food insecurity, inconsistent condom use, and transactional sex were associated with PrEP uptake. …”
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“…The 3-way interaction of NTP, mean PD, and time on hippocampal volume was analyzed using a linear mixed-effects model, and the interaction of NTP and time was examined in subgroups divided by the median mean PD. In all models, dropout bias was adjusted by inverse probability weighting. …”
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“…These modified graphs are given as the input matrices to a standard 26 layered CNN with Batch Normalization and Dropout layers intact. Five different networks namely Net-0, Net-1, Net-2, Net-3 and Net-4 are proposed, and it is found that Net-2 outperformed the other networks namely Net-0, Net-1, Net-3 and Net-4. …”
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