Trustworthiness and Untrustworthiness Inference with Group Assignment

Author(s):  
Xinxin Fan ◽  
Danyang He ◽  
Jingping Bi
Keyword(s):  
2019 ◽  
Vol 10 (6) ◽  
pp. 1382-1394
Author(s):  
R. Vijayalakshmi ◽  
V. K. Soma Sekhar Srinivas ◽  
E. Manjoolatha ◽  
G. Rajeswari ◽  
M. Sundaramurthy

Author(s):  
Eugene M Dempsey ◽  
Keith J Barrington ◽  
Neil Marlow ◽  
Colm Patrick Finbarr O'Donnell ◽  
Jan Miletin ◽  
...  

ObjectiveTo determine whether restricting the use of inotrope after diagnosis of low blood pressure (BP) in the first 72 hours of life affects survival without significant brain injury at 36 weeks of postmenstrual age (PMA) in infants born before 28 weeks of gestation.DesignDouble-blind, placebo-controlled randomised trial. Caregivers were masked to group assignment.Setting10 sites across Europe and Canada.ParticipantsInfants born before 28 weeks of gestation were eligible if they had an invasive mean BP less than their gestational age that persisted for ≥15 min in the first 72 hours of life and a cerebral ultrasound free of significant (≥ grade 3) intraventricular haemorrhage.InterventionParticipants were randomly assigned to saline bolus followed by either a dopamine infusion (standard management) or placebo (5% dextrose) infusion (restrictive management).Primary outcomeSurvival to 36 weeks of PMA without severe brain injury.ResultsThe trial terminated early due to significant enrolment issues (7.7% of planned recruitment). 58 infants were enrolled between February 2015 and September 2017. The two groups were well matched for baseline variables. In the standard group, 18/29 (62%) achieved the primary outcome compared with 20/29 (69%) in the restrictive group (p=0.58). Additional treatments for low BP were used less frequently in the standard arm (11/29 (38%) vs 19/29 (66%), p=0.038).ConclusionThough this study lacked power, we did not detect major differences in clinical outcomes between standard or restrictive approach to treatment. These results will inform future studies in this area.Trial registration numberNCT01482559, EudraCT 2010-023988-17.


2020 ◽  
Vol 22 (Supplement_3) ◽  
pp. iii406-iii406
Author(s):  
Julien Masliah-Planchon ◽  
Elodie Girard ◽  
Philipp Euskirchen ◽  
Christine Bourneix ◽  
Delphine Lequin ◽  
...  

Abstract Medulloblastoma (MB) can be classified into four molecular subgroups (WNT group, SHH group, group 3, and group 4). The gold standard of assignment of molecular subgroup through DNA methylation profiling uses Illumina EPIC array. However, this tool has some limitation in terms of cost and timing, in order to get the results soon enough for clinical use. We present an alternative DNA methylation assay based on nanopore sequencing efficient for rapid, cheaper, and reliable subgrouping of clinical MB samples. Low-depth whole genome with long-read single-molecule nanopore sequencing was used to simultaneously assess copy number profile and MB subgrouping based on DNA methylation. The DNA methylation data generated by Nanopore sequencing were compared to a publicly available reference cohort comprising over 2,800 brain tumors including the four subgroups of MB (Capper et al. Nature; 2018) to generate a score that estimates a confidence with a tumor group assignment. Among the 24 MB analyzed with nanopore sequencing (six WNT, nine SHH, five group 3, and four group 4), all of them were classified in the appropriate subgroup established by expression-based Nanostring subgrouping. In addition to the subgrouping, we also examine the genomic profile. Furthermore, all previously identified clinically relevant genomic rearrangements (mostly MYC and MYCN amplifications) were also detected with our assay. In conclusion, we are confirming the full reliability of nanopore sequencing as a novel rapid and cheap assay for methylation-based MB subgrouping. We now plan to implement this technology to other embryonal tumors of the central nervous system.


2021 ◽  
pp. 019459982110137
Author(s):  
Joseph N. Gonzalez ◽  
Lucas G. Axiotakis ◽  
Victoria X. Yu ◽  
David A. Gudis ◽  
Jonathan B. Overdevest

Objective The COVID-19 pandemic has spurred widespread adoption and advancement in telehealth activities, representing a marked change in otolaryngology practice patterns. The present study undertakes a scoping review of research focused on telehealth in otolaryngology (teleotolaryngology) to identify key themes and commonly utilized outcome measures that will assist future development in this growing field. Data Sources PubMed, Embase, and Cochrane databases and reference review. Review Methods Per guidelines of the PRISMA Extension for Scoping Reviews, we performed database queries using a comprehensive search strategy developed in collaboration with research librarians at the Columbia University Irving Medical Center. We identified 596 unique references to undergo title and abstract review by 2 independent reviewers, leaving 439 studies for full-text review. Results We included 285 studies for extraction of notable findings, leaving 262 unique studies after accounting for content overlap. We identified core outcome measures, including patient and provider satisfaction, costs and benefits, quality of care, feasibility, and access to care. Publication volume increased markedly over time, though only 4% of studies incorporated randomized study group assignment. Using an iterative approach to thematic development, we organized article content across 5 main themes: (1) exploration of teleotolaryngology evolution, (2) role in virtual clinical encounters, (3) applications in interdisciplinary care and educational initiatives, (4) emerging and innovative technologies, and (5) barriers to implementation. Conclusion This scoping review of teleotolaryngology documents its evolution and identifies current use cases, limitations, and emerging applications, providing a foundation from which to build future studies, inform policy decision making, and facilitate implementation where appropriate.


2010 ◽  
Vol 66 (2) ◽  
pp. 133-144 ◽  
Author(s):  
Wolfgang Kabsch

Important steps in the processing of rotation data are described that are common to most software packages. These programs differ in the details and in the methods implemented to carry out the tasks. Here, the working principles underlying the data-reduction packageXDSare explained, including the new features of automatic determination of spot size and reflecting range, recognition and assignment of crystal symmetry and a highly efficient algorithm for the determination of correction/scaling factors.


2018 ◽  
Vol 108 ◽  
pp. 392-395 ◽  
Author(s):  
Nick Huntington-Klein ◽  
Elaina Rose

There is considerable interest in the success of women in overwhelmingly male environments. One hypothesized determinant of success is the increased presence of other women. However, the theoretical direction of this effect is uncertain. Previous studies of heavily male contexts have had mixed results. We take advantage of random peer group assignment at West Point military academy to identify gender peer effects in the first years in which women were admitted. We find that women do significantly better when placed in companies with more women peers. The addition of one woman peer reduces the gender progression gap by half.


Circulation ◽  
2016 ◽  
Vol 133 (suppl_1) ◽  
Author(s):  
Baqiyyah Conway ◽  
Peter Giacobbi ◽  
Clemens Drenowatz ◽  
Stephen Blair ◽  
Gregory Hand

Background: It is generally accepted that body weight is maintained when there is energy balance between intake and expenditure. Energy balance can be achieved at different rates of expenditure through exercise and caloric intake which has been referred to as energy flux: high flux reflects high expenditure and high intake while low flux describes low energy expenditure and intake. Overweight, obesity, and diabetes are major risk factors for cardiovascular disease and CVD risk factors tend to increase with hyperglycemia and BMI. Exercise is a viable way to achieve weight maintenance, however, there is limited data about the role of energy flux on CVD risk factors when individuals maintain their body weight. We investigated the effect of energy flux and change in energy flux on CVD risk factors in when body weight is maintained. Methods: One hundred and thirteen overweight or obese class I adults ages 21 to 45 were randomized to a control group, moderate exercise (17.5 kcal/kg/week) or high exercise group (35 kcal/kg/week). The exercise groups performed supervised exercise at and intensity of 70-75% of their heart rate maximum. Impaired fasting glucose was defined as a fasting glucose of 100-125 mg/dL. General linear models were used to test the relationship of exercise intensity and impaired fasting glucose on change in energy flux from baseline to six months, as well as the relationship of 6-month change in energy flux with change in CVD risk factors, namely, HDLc, LDLc, vLDLc, total cholesterol, triglycerides, Apolipoprotein B (ApoB), and C-reactive protein. Results: Seventy-two percent of the population was overweight and 22% were obese. Mean change in energy flux from baseline to month six was 128.8 kcal/day. In multivariable analyses including age, sex, BMI, impaired fasting glucose, and energy expenditure group assignment, neither exercise group assignment nor baseline obesity status had any effect on change in energy flux, lipids, or inflammatory markers. Impaired fasting glucose was associated with a significantly greater increase in energy flux from baseline to six months (p=0.03). There was a stepwise change in C-reactive protein from baseline to six months, with a decrease (-2.46 mg/dL) in controls, a moderate increase (+0.32 mg/dL) in the moderate intensity exercise group and a larger increase (+0.82 mg/dL) in the very intensive exercise group, p= 0.03 for moderate intensity and p=0.02 for very intensive exercise groups compared to controls. Finally, increases in energy flux from baseline to six months were associated with increased ApoB (p=0.04), though there were no significant changes in energy flux by group assignment. Conclusion: Intensification of exercise and increases in energy flux while maintaining stable weight is associated with increases in certain cardiovascular risk factors, namely C-reactive protein and ApoB.


2014 ◽  
Vol 989-994 ◽  
pp. 3946-3951
Author(s):  
Xin Jin ◽  
Ming Feng Jiang ◽  
Jie Feng

Exploiting the sparsity of MR signals, Compressed Sensing MR imaging (CS-MRI) is one of the most promising approaches to reconstruct a MR image with good quality from highly under-sampled k-space data. The group sparse method, which exploits additional sparse representation of the spatial group structure, can promote the overall sparsity degree, thereby leading to better reconstruction performance. In this work, an efficient superpixel/group assignment method, simple linear iterative clustering (SLIC), is incorporated to CS-MRI studies. A variable splitting strategy and classic alternating direct method is employed to solve the group sparse problem. The results indicate that the proposed method is capable of achieving significant improvements in reconstruction accuracy when compared with the state-of-the-art reconstruction methods.


Author(s):  
Kristin Krahl ◽  
Mark W. Scerbo

The present study examined team performance on an adaptive pursuit tracking task with human-human and human-computer teams. The participants were randomly assigned to one of three team conditions where their partner was either a computer novice, computer expert, or human. Participants began the experiment with control over either the horizontal or vertical axis, but had the option of taking control of their teammate's axis if they achieved superior performance on the previous trial. A control condition was also run where a single participant controlled both axes. Performance was assessed by RMSE scores over 100 trials. The results showed that performance along the horizontal axis improved over the session regardless of the experimental condition, but the degree of improvement was dependent upon group assignment. Individuals working alone or paired with an expert computer maintained a high level of performance throughout the experiment. Those paired with a computer-novice or another human performed poorly initially, but eventually reached the level of those in the other conditions. The results showed that team training can be as effective as individual training, but that the quality of training is moderated by the skill level of one's teammate. Moreover, these findings suggest that task partitioning of high performance skills between a human and a computer is not only possible but may be considered a viable option in the design of adaptive systems.


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