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Nevin Manimala Statistics

A combined active shape and mean appearance model for the reconstruction of segmental bone loss

Med Eng Phys. 2022 Jun 24:103841. doi: 10.1016/j.medengphy.2022.103841. Online ahead of print.

ABSTRACT

This study investigates the novel combination of an active shape and mean appearance model to estimate missing bone geometry and density distribution from sparse inputs simulating segmental bone loss of the femoral diaphysis. An active shape Gaussian Process Morphable model was trained on healthy right femurs of South African males to model shape. The density distribution was approximated based on the mean appearance of computed tomography images from the training set. Estimations of diaphyseal resections were obtained by probabilistic fitting of the active shape model to sparse inputs consisting of proximal and distal femoral data on computed tomography images. The resulting shape estimates of the diaphyseal resections were then used to map the mean appearance model to the patients’ missing bone geometry, constructing density estimations. In this way, resected bone surfaces were estimated with an average error of 2.24 (0.5) mm. Density distributions were approximated within 87 (0.7) % of the intensity of the original target images before the simulated segmental bone loss. These results fall within the acceptable tolerances required for surgical planning and reconstruction of long bone defects.

PMID:36031526 | DOI:10.1016/j.medengphy.2022.103841

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Nevin Manimala Statistics

The changing role of pre-admission work experience (clinical visits) in therapeutic radiography, diagnostic radiography and operating department practice: Academic perspectives (part 2)

Radiography (Lond). 2022 Aug 25:S1078-8174(22)00113-4. doi: 10.1016/j.radi.2022.08.003. Online ahead of print.

ABSTRACT

INTRODUCTION: A clinical visit (work experience) provides an opportunity for prospective students, prior to registration, to visit a clinical department to observe health professionals in practice. The Covid-19 pandemic interrupted access to clinical visits; this article explores the value of clinical visits and the alternatives implemented as a response to Covid-19 restrictions from an academic perspective.

METHODS: This article reports the quantitative phase of a three-phase mixed methods study. A survey was distributed to Higher Education Institution (HEI) education leaders for onward distribution to academics supporting recruitment for diagnostic radiography, therapeutic radiography and operating department practice programmes. Qualtrics online survey software was used to administer the survey which was launched in October 2020. Descriptive statistics summarised the data.

RESULTS: Representing 37.7% (n = 18/49) of eligible universities, 34 responses from 18 HEIs across England and Wales were received Seventy-eight percent of respondents strongly agreed that they are vital in confirming career choices. Prior to the Covid-19 pandemic, 64% of respondents’ programmes had a clinical visit requirement, yet with improvements in simulation and online learning alternatives, 48% agreed that in the longer-term clinical visits will become obsolete.

CONCLUSION: Requirements for clinical visits vary between professions and HEIs; academics welcome an opportunity to standardise work experience. Regardless of prospective student background and selected profession/university, all should have equitable and easily available access to high quality resources to support career decision-making.

IMPLICATIONS FOR PRACTICE: The enforced withdrawal of clinical visits may impact upon subsequent attrition associated with ‘misinformed career choice’. Alternatives to clinical visits, while less onerous for students, admissions staff and clinical colleagues alike, need to be carefully evaluated to ensure they offer prospective students a realistic understanding of the profession.

PMID:36031518 | DOI:10.1016/j.radi.2022.08.003

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Nevin Manimala Statistics

Exploration of a rapid response team model of care: A descriptive dual methods study

Intensive Crit Care Nurs. 2022 Aug 25:103294. doi: 10.1016/j.iccn.2022.103294. Online ahead of print.

ABSTRACT

BACKGROUND: Avoidable in-patient clinical deterioration results in serious adverse events and up to 80% are preventable. Rapid response systems allow early recognition and response to clinical deterioration.

OBJECTIVE: To explore the characteristics of a collaborative rapid response team model.

DESIGN: Dual methodology was used for this descriptive study.

SETTING: The study was conducted in a 500-bed tertiary referral hospital (Sydney, Australia).

PARTICIPANTS: Inpatients (>17 years) who received a rapid response team activation were included in an electronic medical audit. Participants were rapid response team members and nurses and medical doctors in two in-patient wards.

METHODS: A 12-month (January-December 2018) retrospective electronic health record audit and semi-structured interviews with nurses and medical doctors (July-August 2019) were conducted. Descriptive statistics summarised audit data. Interviews were transcribed and analysed thematically.

RESULTS: The rapid response team consulted for 2195 patients. Mean patient age was 67.9 years, and 46% of the sample was female. Activations (n = 4092) occurred most often in general medicine (n = 1124, 70.8%) units. Overall, 117 patients had >5 activations. The themes synthesised from interviews were i) managing patient deterioration before arrival of the rapid response team; ii) collaboratively managing patient deterioration at the bedside; iii) rapid response team guidance at the bedside; and iv) ‘staff concern’ rapid response activation.

CONCLUSIONS: Some patients received many activations, however few required treatment in critical care. The rapid response model was collaborative and supportive. The themes revealed a focus on patient safety, optimising early detection, and management of patient deterioration.

PMID:36031517 | DOI:10.1016/j.iccn.2022.103294

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Nevin Manimala Statistics

Analysis of the effectiveness of the fiber-reinforced composite lingual retainer: A systematic review and meta-analysis

Am J Orthod Dentofacial Orthop. 2022 Aug 26:S0889-5406(22)00432-2. doi: 10.1016/j.ajodo.2022.07.003. Online ahead of print.

ABSTRACT

INTRODUCTION: Orthodontic fixed retainers are preferred as they depend less on patient compliance. Recently, researchers tried to use fiber-reinforced composite (FRC) to replace the multistranded stainless-steel wire (MSW) of the fixed retainers to enhance the mechanical properties and esthetics. This systematic review aimed to analyze the effectiveness of the FRC retainers.

METHODS: We searched the electronic databases (May 1, 2021), including Medline, the Cochrane Library, EMBASE, PubMed, Web of Science, and CINAHL. We applied no language or date restrictions in the searches of the databases. Only randomized controlled trials (RCTs) and prospective clinical controlled trials were included. The revised Cochrane risk of bias tool for randomized trials and risk of bias in nonrandomized studies of interventions were used to evaluate the risk of bias in RCTs and non-RCTs, respectively. The outcomes were pooled using Review Manager 5.4. The primary outcome of this review was teeth relapse, and the secondary outcomes were bonded retainer failure rate, adverse effect on oral health, and patient’s satisfaction.

RESULTS: Eleven out of 99 studies, which included 873 participants, were used in this review, with the follow-up ranging from 6 months to 6 years. Ten studies compared the FRC retainers with MSW retainers, and 1 study compared FRC retainers with a different fiber material. Ten studies were RCT, and 1 was non-RCT. There was 0.39 less relapse with the FRC retainers than with MSW retainers (mean difference, -0.39; 95% confidence interval [CI], -0.41 to -0.37; P <0.00001). There was no statistically significant difference in the failure rate between the FRC and MSW with the whole retainer as an outcome unit risk ratio of 1.72 (95% CI, 0.57-5.14; P = 0.33) or with the teeth an as outcome unit risk ratio of 0.85 (95% CI, 0.47-1.52; P = 0.58). There was insufficient evidence to conduct the meta-analysis of the adverse effect on oral health and patient satisfaction.

CONCLUSIONS: Low-quality evidence is available to suggest that the effectiveness of the FRC is comparable to the MSW with no significant difference in the failure rate. However, we have very low certainty on these results. It is worth conducting future robust clinical studies to assess the effectiveness of FRC retainers with long follow-up.

PMID:36031511 | DOI:10.1016/j.ajodo.2022.07.003

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Nevin Manimala Statistics

Comparison of efficacy and safety between VKAs and DOACs in patients with atrial fibrillation after transcatheter aortic valve replacement: A systematic review and meta-analysis

Clin Cardiol. 2022 Aug 28. doi: 10.1002/clc.23909. Online ahead of print.

ABSTRACT

In the past decade, direct oral anticoagulants (DOACs) have proven to be the best option for patients with nonvalvular atrial fibrillation. Nevertheless, evidence for the use of DOACs for anticoagulation in valvular atrial fibrillation, particularly after aortic valve replacement, remains inadequate. Thus, we conducted a meta-analysis to compare the efficacy and safety of vitamin K antagonists (VKAs) and DOACs in patients with atrial fibrillation after transcatheter aortic valve replacement (TAVR). We conducted a comprehensive search of online databases, and 11 studies were included in the final analysis. The primary endpoint was all-cause mortality. Secondary endpoints included stroke and cardiovascular death. The safe endpoint is major and/or life-threatening bleeding. Subgroup analysis was conducted according to the different follow-up time of each study. Random-effects models were used for all outcomes. Statistical heterogeneity was assessed using χ2 tests and quantified using I2 statistics. Patients in the DOACs group had a significantly lower risk of all-cause mortality compared with patients in the VKAs group (relative risk [RR]: 1.20, 95% confidence interval [CI]: 1.01-1.43, p = .04). This benefit may be greater with longer follow-up. In a subgroup analysis based on the length of follow-up, a significantly lower risk of all-cause mortality was found in the DOACs group in the subgroup with a follow-up time of >12 months (RR: 1.50, 95% CI: 1.07-2.09, p = .001). There were no significant differences between the two groups in cardiovascular death, stroke, and major and/or life-threatening bleeding. For patients with atrial fibrillation after TAVR, the use of DOACs may be superior to VKAs, and the benefit may be greater with longer follow-up. The anticoagulant strategy for atrial fibrillation after TAVR is a valuable direction for future research.

PMID:36030549 | DOI:10.1002/clc.23909

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Nevin Manimala Statistics

Demystifying the link between higher education and liberal values: A within-sibship analysis of British individuals’ attitudes from 1994-2020

Br J Sociol. 2022 Aug 28. doi: 10.1111/1468-4446.12972. Online ahead of print.

ABSTRACT

The link between university graduation and liberal values is well-established and often taken as evidence that higher education participation causes attitudinal change. Identification of education’s causal influence in shaping individual preferences is notoriously difficult as it necessitates isolating education’s effect from self-selection mechanisms. This study exploits the household structure of the Harmonized British Household Panel Study and Understanding Society data to tighten the bounds of causal inference in this area and ultimately, to provide a more robust estimate of the independent effect of university graduation on political attitudes. Results demonstrate that leveraging sibling fixed-effects to control for family-invariant pre-adult experiences reduces the size of higher education’s effect on cultural attitudes by at least 70%, compared to conventional methods. Significantly, within-sibship models show that obtaining higher education qualifications only has a small direct causal effect on British individuals’ adult attitudes, and that this effect is not always liberalizing. This has important implications for our understanding of the relationship between higher education and political values. Contrary to popular assumptions about education’s liberalizing role, this study demonstrates that the education-political values linkage is largely spurious. It materializes predominately because those experiencing pre-adult environments conducive to the formation of particular values disproportionately enroll at universities.

PMID:36030542 | DOI:10.1111/1468-4446.12972

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Nevin Manimala Statistics

An annoying enteric virus: A systematic review and meta-analysis of human astroviruses and gastrointestinal complications in children

Rev Med Virol. 2022 Aug 28:e2389. doi: 10.1002/rmv.2389. Online ahead of print.

ABSTRACT

Human astroviruses (HAstVs) have frequently been detected in individuals with acute gastroenteritis (AGE). However, a precise estimate of the overall prevalence of the virus in children with AGE as well as the possible association of the virus with gastrointestinal complications is not available up to now. The present study estimated the overall prevalence of HAstVs in children with gastrointestinal complications as well as the association between the virus and symptoms. We systematically searched four international databases (PubMed, Scopus, Web of Science, and Google scholar) to find studies on the prevalence of HAstVs in people with AGE published between Jan 2000 and Sep 2021. Analysis of the 223 included studies presented a 4.2% (95% CI 3.8%-4.8%) prevalence of the virus in AGE individuals. Based on case-control studies, a significant association between these viruses and AGE was detected (OR: 2.059, 95% CI; 1.438-2.949). HAstV-1 and HAstV-VA-2 is the most and least common genotypes in the AGE patients, respectively (59.0%, 95% CI: 52.1%-65.6% vs. 4.9%, 95% CI: 2.6%-9.1%). Due to the statistically significant association between HAstV and gastrointestinal complications, more attention should be paid to these viruses in people with AGE and more studies should employ case-control design.

PMID:36030520 | DOI:10.1002/rmv.2389

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Nevin Manimala Statistics

Perfusion Change of Hepatocellular Carcinoma During Atezolizumab plus Bevacizumab Treatment: A Pilot Study

J Gastrointest Cancer. 2022 Aug 28. doi: 10.1007/s12029-022-00858-4. Online ahead of print.

ABSTRACT

PURPOSE: To investigate whether the early perfusion change in hepatocellular carcinoma (HCC) predicts the long-term therapeutic response to atezolizumab plus bevacizumab.

METHODS: We retrospectively selected 19 subjects (median age: 62 years, 4 females, and 15 males) having advanced HCC and treated with atezolizumab alone (n = 3) or in combination with bevacizumab (n = 16). The 4-phased CT or MRI imaging was performed for each subject before and at 9 ± 2 and 21 ± 5 weeks after therapy initiation. The tumor-to-liver signal ratio in the arterial phase was used to estimate the tumor perfusion. The change in tumor perfusion from the baseline to the 1st follow-up exam was correlated with the tumor response evaluated using mRECIST at the 2nd follow-up exam. The difference between favorably responding and non-responding groups was statistically analyzed using one-way ANOVA.

RESULTS: The mean tumor long axis in the baseline image was 59 ± 47 mm. The HCC perfusion changes were -26 ± 18% for complete (or partial) response (CR/PR, n = 8), -24 ± 12% for stable disease (SD, n = 8), and 9 ± 13% for progressive disease (PD, n = 3). The HCC perfusion change of the CR/PR groups was significantly lower than that of the PD group (p = 0.0040). The HCC perfusion changes between the SD and PD groups were also significantly different (p = 0.0135). The sensitivity and specificity of the early perfusion change to predict the long-term progression of the disease were 100 and 94%, respectively.

CONCLUSION: The early change in HCC perfusion may predict the long-term therapeutic response to atezolizumab plus bevacizumab, promoting personalized treatment for HCC patients.

PMID:36030519 | DOI:10.1007/s12029-022-00858-4

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Nevin Manimala Statistics

Traction force profile in children with severe perinatal outcomes delivered with a digital vacuum extraction handle: A case-control study

Acta Obstet Gynecol Scand. 2022 Aug 28. doi: 10.1111/aogs.14444. Online ahead of print.

ABSTRACT

INTRODUCTION: During the second stage of labor, vacuum-assisted delivery is an alternative to forceps delivery and emergency cesarean section. Extensive research concerning perinatal outcomes has indicated that the risk of complications, although rare, is higher than with a spontaneous vaginal delivery. An important factor related to perinatal outcomes is the traction force applied. Our research group previously developed a digital extraction handle, the Vacuum Intelligent Handle-3 (VIH3), that measures and records traction force. The objective of this study was to compare traction force profiles in children with and without severe perinatal outcomes delivered with the digital handle. A secondary aim was to establish a safe force limit.

MATERIAL AND METHODS: This was an observational case-control study at the delivery ward at Karolinska University Hospital, Sweden. In total, 573 children delivered with the digital handle between 2012 and 2018 were included. Cases were defined as a composite of severe perinatal outcomes, including subgaleal hematoma, intracranial hemorrhage, hypoxic ischemic encephalopathy 1-3, seizures or death. The cases in the cohort were matched 1:3 based on five matching variables. Traction profiles were analyzed using the MATLAB® software and conditional logistic regression.

RESULTS: The incidence of severe perinatal outcomes was 2.3%. The 13 cases were matched with three controls each (n = 39). A statistically significant increased odds for higher total traction forces was seen in the case group (odds ratio [OR] 1.004; 95% confidence interval [CI] 1.001-1.007) and for the peak force (OR 1.022; 95% CI 1.004-1.041). Several procedure-related parameters were significantly increased in the case group. As expected, some neonatal characteristics also differed significantly. An upper force limit of 343 Newton minutes (Nmin) revealed an 86% reduction in severe perinatal outcomes (adjusted OR 0.14; 95% CI 0.04-0.5).

CONCLUSIONS: Children with severe perinatal outcomes had traction force profiles with significantly higher forces. The odds for severe perinatal outcomes increased for every increase in Nmin and Newton used during the extraction procedure. A calculated total force level of 343 Nmin is suggested as an upper safety limit, but this must be tested prospectively to provide validity.

PMID:36030477 | DOI:10.1111/aogs.14444

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Nevin Manimala Statistics

Longevity of metal-ceramic single crowns cemented onto resin composite prosthetic cores with self-adhesive resin cement: an update of a prospective analysis with up to 106 months of follow-up

Clin Oral Investig. 2022 Aug 28. doi: 10.1007/s00784-022-04693-6. Online ahead of print.

ABSTRACT

OBJECTIVES: To evaluate the longevity of metal-ceramic single crowns cemented onto resin composite prosthetic cores using a self-adhesive resin cement in a prospective clinical descriptive study.

METHODS: A total of 152 teeth were endodontically treated and received resin composite prosthetic cores and metal-ceramic crowns cemented with a self-adhesive resin cement. The patients included in the sample were recalled for clinical and radiography evaluation in an up-to-106-month period after the final cementation procedures, with an average of 62 months of follow-up. 91.5% of the sample (142 teeth) were evaluated regarding the treatment survival rate, analyzed considering the loss of crown retention (crown debonding) and tooth loss as the primary outcome. In addition, post debonding, and root fracture occurrences were also recorded as secondary outcomes to evaluate the success rate of the prosthetic treatment. The aesthetic parameters were also evaluated according to the FDI criteria. The Kaplan-Meier method and Cox regression with 95% confidence interval were applied for the statistical analysis.

RESULTS: Regarding the primary outcome, the metal-ceramic crowns cemented with self-adhesive resin cement presented a high survival rate (91.5%), with 8 crown debondings and 3 tooth losses (1 due to caries and 2 due to periodontal disease) occurring after the evaluation period. For secondary outcomes, 9 root fractures and 4 post debondings occurred, generating a success rate of 72%. All crowns had a score 1 on the FDI criteria, indicating that they were clinically excellent or very good regarding the aesthetic parameters.

CONCLUSION: The metal-ceramic crowns luted with a self-adhesive resin cement presented a survival rate of 91.5% after an average of 62 months of follow-up. Furthermore, the restorations remained aesthetically satisfactory over time, without changes that would indicate prosthetic retreatment. A success rate of 72% was obtained considering the secondary outcome, mainly related to intraradicular retainer failures (root fractures or post debonding).

CLINICAL SIGNIFICANCE: The self-adhesive resin cement is clinically indicated for cementation of metal-ceramic crowns onto resin composite prosthetic cores.

PMID:36030454 | DOI:10.1007/s00784-022-04693-6