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Nevin Manimala Statistics

Retrospective Analysis of Medical Attrition for Pilot Applicants to the British Army Air Corps

Aerosp Med Hum Perform. 2023 Dec 1;94(12):939-943. doi: 10.3357/AMHP.6342.2023.

ABSTRACT

INTRODUCTION: Management of aeromedical risk is essential for flight safety. Given the many operator stressors for pilots, militaries maintain a vested interest in selecting aircrew applicants who meet rigorous initial medical standards. Very little published literature exists regarding the extent of medical disqualifications or precluding conditions for initial candidates.METHODS: For the British Army, pilot selection is a phased, multistep process that includes Phase I medical screening followed by a comprehensive Phase II medical exam. De-identified summary data were retrospectively reviewed for medical fitness and disqualifying categories for the 5-yr period of 2018-2022, inclusive. For those ultimately deemed unfit for aviation service, etiology was grouped into general categories.RESULTS: Approximately one-third (30.2%) of candidates were disqualified at Phase I initial medical screening with leading categories of attrition due to respiratory etiology, especially a history of asthma or reactive airway disease, followed by ophthalmology. For the Phase II medical exam cohort, 21.0% were medically disqualified with most attrition from anthropometry and ophthalmology. There were no statistical differences in disqualifications for gender or pathway of entry (civilian vs. serving personnel).DISCUSSION: Major categories of medical attrition were similar to that of other nations, yet the published literature in this area is surprisingly tenuous. Given the desire for evidence-based medical selection standards, it is important for regular review of processes and standards such that the risks of known physiological challenges are judiciously weighed with the benefits of a large, diverse pool of selection as well as force structure and recruitment demand.Adams MS, Goldie CE, Gaydos SJ. Retrospective analysis of medical attrition for pilot applicants to the British Army Air Corps. Aerosp Med Hum Perform. 2023; 94(12):939-943.

PMID:38176043 | DOI:10.3357/AMHP.6342.2023

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Nevin Manimala Statistics

Commissioning and clinical evaluation of a novel high-resolution quality assurance digital detector array for SRS and SBRT

J Appl Clin Med Phys. 2024 Jan 4:e14258. doi: 10.1002/acm2.14258. Online ahead of print.

ABSTRACT

PURPOSE: We aimed to perform the commissioning and clinical evaluation of myQA SRS detector array for patient-specific quality assurance (PSQA) of stereotactic radiosurgery (SRS)/ stereotactic body radiotherapy (SBRT) plans.

METHODS: To perform the commissioning of myQA SRS, its dose linearity, dose-rate dependence, angular dependence, and field-size dependence were investigated. Ten SBRT plans were selected for clinical evaluation: 1) Common clinical deviations based on the original SBRT plan (Plan0), including multileaf collimator (MLC) positioning deviation and treatment positioning deviation were introduced. 2) Compared the performance of the myQA SRS and a high-resolution EPID dosimetry system in PSQA measurement for the SBRT plans. Evaluation parameters include gamma passing rate (GPR) and distance-to-agreement (DTA) pass rate (DPR).

RESULTS: The dose linearity, angle dependence, and field-size dependence of myQA SRS system exhibit excellent performance. The myQA SRS is highly sensitive in the detection of MLC deviations. The GPR of (3%/1 mm) decreases from 90.4% of the original plan to 72.7%/62.9% with an MLC outward/inward deviation of 3 mm. Additionally, when the setup error deviates by 1 mm in the X, Y, and Z directions with the GPR of (3%/1 mm) decreasing by an average of -20.9%, -25.7%, and -24.7%, respectively, and DPR (1 mm) decreasing by an average of -33.7%, -32.9%, and -29.8%. Additionally, the myQA SRS has a slightly higher GPR than EPID for PSQA, However, the difference is not statistically significant with the GPR of (3%/1 mm) of (average 90.4%% vs. 90.1%, p = 0.414).

CONCLUSION: Dosimetry characteristics of the myQA SRS device meets the accuracy and sensitivity requirement of PSQA for SRS/SBRT treatment. The dose rate dependence should be adequately calibrated before its application and a more stringent GPR (3%/1 mm) evaluation criterion is suggested when it is used for SRS/SBRT QA.

PMID:38175960 | DOI:10.1002/acm2.14258

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Nevin Manimala Statistics

The impact of varicella vaccination: A 2005-2019 interrupted time series analysis

Hum Vaccin Immunother. 2023 Dec 15;19(3):2278927. doi: 10.1080/21645515.2023.2278927. Epub 2023 Nov 21.

ABSTRACT

Varicella is an acute, highly contagious disease in susceptible individuals and is preventable through vaccination. This study aimed to determine the impact of varicella vaccination on hospitalizations and complications at a pediatric reference hospital in Panama before and after the vaccine introduction. This descriptive ecological study analyzed clinical records of patients diagnosed with varicella through a retrospective and interrupted time series analysis. An autoregressive integrated moving average model was built to compare the incidence rates observed after vaccination with those expected rates derived from the model. A statistical model was fitted to the observed interrupted time series data by regression and used to predict future trends. The mean difference in varicella hospital discharges before and after the introduction of the varicella vaccine was 47%. The rate of hospitalizations for varicella decreased to 52.3%. A declining trend in varicella hospitalizations was observed from 2015 after vaccine introduction in 2014. Complications in vaccinated patients were secondary skin and soft tissue infection, possibly due to bacterial superinfection. The impact of varicella vaccination on reducing varicella hospital discharges reported at a pediatric reference hospital in Panama was confirmed.

PMID:38175951 | DOI:10.1080/21645515.2023.2278927

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Nevin Manimala Statistics

Data-Driven Tunnel Oxide Passivated Contact Solar Cell Performance Analysis Using Machine Learning

Adv Mater. 2024 Jan 4:e2309351. doi: 10.1002/adma.202309351. Online ahead of print.

ABSTRACT

Tunnel oxide passivated contacts (TOPCon) have recently gained interest as a way to increase the energy conversion efficiency of silicon solar cells, and the International Technology Roadmap of Photovoltaics forecasts TOPCon to become an important technology despite a few remaining challenges. To review the recent development of TOPCon cells, we have compiled a dataset of all device data found in the current literature, which sums up to 405 devices from 131 papers. This may seem like a surprisingly small number of cells given the recent interest in the TOPCon architecture, but it illustrates a problem of data dissemination in the field. Notwithstanding the limited number of cells, there is a great diversity in cell manufacturing procedures, and we observe a gradual increase in performance indicating that the field has not yet converged on a set of best practices. By analyzing the data using statistical methods and machine learning (ML) algorithms, we were able to reinforces some commonly held hypotheses related to the performance differences between different device architectures. We also identify a few more unintuitive feature combinations that would be of interest for further experimentally studies. This work also aims to inspire improvements in data management and dissemination within the TOPCon community, which would further increase the value of statistical analysis like this as well as enable a larger part of the ML toolbox to be used. This article is protected by copyright. All rights reserved.

PMID:38175915 | DOI:10.1002/adma.202309351

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Nevin Manimala Statistics

QuickStats: Rate of Triplet and Higher-Order Multiple Births,*,† by Age of Mother – National Vital Statistics System, United States, 1998 and 2022

MMWR Morb Mortal Wkly Rep. 2024 Jan 5;72(5253):1394. doi: 10.15585/mmwr.mm725253a6.

NO ABSTRACT

PMID:38175812 | DOI:10.15585/mmwr.mm725253a6

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Nevin Manimala Statistics

Clinical effectiveness of robotic-assisted compared to open or video-assisted lobectomy in Germany: a real-world data analysis

Interdiscip Cardiovasc Thorac Surg. 2024 Jan 4:ivae001. doi: 10.1093/icvts/ivae001. Online ahead of print.

ABSTRACT

OBJECTIVES: Despite robotic-assisted (RATS) lobectomy is on the rise in Europe, the majority of lobectomies in Germany are still performed with an open or thoracoscopic (VATS) approach. Empirical evidence in favour of RATS lobectomy is inconsistent. This retrospective cohort study investigates the impact of RATS lobectomy compared with OPEN (open thoracic surgery) and VATS lobectomy on short-term outcomes in Germany using multicentre real-world data.

METHODS: Anonymized routine data from Germany from 2018 to 2020 were retrospectively analyzed. These data were provided by 61 German hospitals. Propensity Score Matching (PSM) with subsequent Generalized Linear Models (GLM) was performed for statistical analysis. Additionally, in order to test the robustness of the results, multivariable regression analyses with cluster robust standard errors were used.

RESULTS: 2,498 patients with lobectomy were identified: In 1,345 patients OPEN, in 983 VATS and 170 a RATS lobectomy was performed. RATS-compared to OPEN and VATS-reduced length of stay by 28% or 4.2 days [CI: 2.9; 5.4] and by 13% or 1.6 days [CI: 0.2; 3.0], respectively. The risk of pneumonia was reduced by 5.3 percentage points in the RATS group compared to both OPEN and VATS (p = 0.07/0.01). RATS-compared to an open approach-reduces the risk of blood transfusions by 8.8 percentage points (p < 0.001) and length of stay on the ICU (p < 0.001).

CONCLUSION: This study provides strong support that RATS lobectomy outperforms OPEN or VATS lobectomy in terms of hospital length of stay, and short-term in-hospital postoperative complications in the real-world scenario in Germany.

PMID:38175785 | DOI:10.1093/icvts/ivae001

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Nevin Manimala Statistics

Neurological Prognosis in Surgically Treated Acute Aortic Dissection with Brain Computed Tomography Perfusion

Eur J Cardiothorac Surg. 2024 Jan 4:ezad437. doi: 10.1093/ejcts/ezad437. Online ahead of print.

ABSTRACT

OBJECTIVES: To explore the prognostic value of brain computed tomography perfusion for postoperative new stroke in acute type A aortic dissection patients.

METHODS: Patients with acute type A aortic dissection and suspected cerebral malperfusion who underwent brain computed tomography perfusion and surgical repair were retrospectively analyzed. Brain perfusion was quantified mainly with the averaged cerebral blood flow. Significant clinical and imaging findings were identified through univariable and multivariable regression analysis. Furthermore, the added prognostic benefit of perfusion parameters was confirmed with the receiver-operating characteristic curves in the entire cohort and subgroup analysis.

RESULTS: The incidence of postoperative new stroke was 30.8% (44/143). The independent adjusted predictors of postoperative new stroke included an impaired averaged cerebral blood flow (mL/100 mL/min) (odds ratio: 0.889; p < 0.001), severe stenosis (odds ratio: 5.218; p = 0.011) or occlusion (odds ratio: 14.697; p = 0.048) of the true lumen in common carotid artery, hypotension on admission (odds ratio: 9.644; p = 0.016), and a longer surgery time (odds ratio: 1.593; p = 0.021). The area under the receiver-operating characteristic curves significantly improved after adding perfusion parameters to clinical and computed tomography angiography characteristics (p = 0.048). This benefit was more pronounced in patients with severe stenosis or occlusion in common carotid artery true lumen (p = 0.004).

CONCLUSIONS: Brain computed tomography perfusion could be a useful prognostic tool for surgically treated acute type A aortic dissection patients and especially beneficial in patients with severe stenosis or occlusion of the common carotid artery true lumen.

PMID:38175783 | DOI:10.1093/ejcts/ezad437

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Nevin Manimala Statistics

Protocol for detecting rare and common genetic associations in whole-exome sequencing studies using MAGICpipeline

STAR Protoc. 2024 Jan 2;5(1):102806. doi: 10.1016/j.xpro.2023.102806. Online ahead of print.

ABSTRACT

Whole-exome sequencing (WES) is a major approach to uncovering gene-disease associations and pinpointing effector genes. Here, we present a protocol for estimating genetic associations of rare and common variants in large-scale case-control WES studies using MAGICpipeline, an open-access analysis pipeline. We describe steps for assessing gene-based rare-variant association analyses by incorporating multiple variant pathogenic annotations and statistical techniques. We then detail procedures for identifying disease-related modules and hub genes using weighted correlation network analysis, a systems biology approach. For complete details on the use and execution of this protocol, please refer to Su et al. (2023).1.

PMID:38175747 | DOI:10.1016/j.xpro.2023.102806

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Nevin Manimala Statistics

Platelet derived growth factor subunit-B mediating the effect of dickkopf-1 on acute myocardial infarction risk: a two-steps Mendelian randomization study

Aging (Albany NY). 2024 Jan 3;15. doi: 10.18632/aging.205413. Online ahead of print.

ABSTRACT

Previous studies have indicated a potential connection between plasma levels of Dickkopf-1 (DKK1) and platelet-derived growth factor subunit-B (PDGF-B) with the development of atherosclerosis. However, the causal relationship between DKK1, PDGF-B, and the risk of acute myocardial infarction (AMI) is yet to be established. To address this research gap, we conducted Mendelian randomization (MR) and mediation analyses to investigate the potential mediating role of PDGF-B in the association between DKK1 and AMI risk. Summary statistics for DKK1 (n = 3,301) and PDGF-B (n = 21,758) were obtained from the GWAS meta-analyses conducted by Sun et al. and Folkersen et al., respectively. Data on AMI cases (n = 3,927) and controls (n = 333,272) were retrieved from the UK Biobank study. Our findings revealed that genetic predisposition to DKK1 (odds ratio [OR]: 1.00208; 95% confidence interval [CI]: 1.00056-1.00361; P = 0.0072) and PDGF-B (OR: 1.00358; 95% CI: 1.00136-1.00581; P = 0.0015) was associated with an increased risk of AMI. Additionally, genetic predisposition to DKK1 (OR: 1.38389; 95% CI: 1.07066-1.78875; P = 0.0131) was linked to higher PDGF-B levels. Furthermore, our MR mediation analysis revealed that PDGF-B partially mediated the association between DKK1 and AMI risk, with 55.8% of the effect of genetically predicted DKK1 being mediated through genetically predicted PDGF-B. These findings suggest that genetic predisposition to DKK1 is positively correlated with the risk of AMI, and that PDGF-B partially mediates this association. Therefore, DKK1 and PDGF-B may serve as promising targets for the prevention and treatment of AMI.

PMID:38175715 | DOI:10.18632/aging.205413

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Nevin Manimala Statistics

The Nightmare of Calcaneus: Gustilo-Anderson Type IIIB Fractures

J Am Podiatr Med Assoc. 2023 Nov-Dec;113(6):21-179. doi: 10.7547/21-179.

ABSTRACT

BACKGROUND: The aim of this study was to share the clinical results of open calcaneus fractures, which are extremely rare and have become the fearful nightmare of orthopedic surgeons.

METHODS: Between June of 2014 and June of 2020, of 196 patients with the diagnosis of calcaneus fracture, Gustilo-Anderson type IIIB, 17 patients (11 men and six women; mean age, 36.2 ± 4.6 years; range, 22-56 years) under prospective follow-up were retrospectively screened and included in the study. Patients were recorded in terms of classification of fracture, mechanism of injury, comorbidities, surgical progress, complications, and associated orthopedic and nonorthopedic injuries. Functional clinical results and quality of life of the patients were evaluated at the 6-month follow-up with the American Orthopedic Foot and Ankle Society score and the 36-Item Short Form Health Survey questionnaire.

RESULTS: The most common etiologic factor was work-related injuries, with 29.4%. Although triple arthrodesis surgery was performed in three cases because of pseudoarthrosis, amputation was performed in one case because of deep infection. The most common soft-tissue defect was located at the medial aspect of the foot, which was commonly reconstructed with the used of reverse flow island sural flap. The average total American Orthopedic Foot and Ankle Society hindfoot score was 51.6 (range, 48-74) and similarly, physical component, pain, and social parameters on the 36-Item Short Form Health Survey were statistically significant compared to Turkish population normal scores.

CONCLUSIONS: A long and laborious process is required for both the patient and the surgeon in the treatment of open calcaneal fractures. However, it is possible to obtain good results with soft-tissue reconstructions.

PMID:38175701 | DOI:10.7547/21-179