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Nevin Manimala Statistics

Cross-sectional analysis of women in neurosurgery: a Canadian perspective

Neurosurg Focus. 2021 Mar;50(3):E13. doi: 10.3171/2020.12.FOCUS20959.

ABSTRACT

OBJECTIVE: Although the past decades have seen a steady increase of women in medicine in general, women continue to represent a minority of the physician-training staff and workforce in neurosurgery in Canada and worldwide. As such, the aim of this study was to analyze the experiences of women faculty practicing neurosurgery across Canada to better understand and address the factors contributing to this disparity.

METHODS: A historical, cross-sectional, and mixed-method analysis of survey responses was performed using survey results obtained from women attending neurosurgeons across Canada. A web-based survey platform was utilized to collect responses. Quantitative analyses were performed on the responses from the study questionnaire, including summary and comparative statistics. Qualitative analyses of free-text responses were performed using axial and open coding.

RESULTS: A total of 19 of 31 respondents (61.3%) completed the survey. Positive enabling factors for career success included supportive colleagues and work environment (52.6%); academic accomplishments, including publications and advanced degrees (36.8%); and advanced fellowship training (47.4%). Perceived barriers reported included inequalities with regard to career advancement opportunities (57.8%), conflicting professional and personal interests (57.8%), and lack of mentorship (36.8%). Quantitative analyses demonstrated emerging themes of an increased need for women mentors as well as support and recognition of the contributions to career advancement of personal and family-related factors.

CONCLUSIONS: This study represents, to the authors’ knowledge, the first analysis of factors influencing career success and satisfaction in women neurosurgeons across Canada. This study highlights several key factors contributing to the low representation of women in neurosurgery and identifies specific actionable items that can be addressed by training programs and institutions. In particular, female mentorship, opportunities for career advancement, and increased recognition and integration of personal and professional roles were highlighted as areas for future intervention. These findings will provide a framework for addressing these factors and improving the recruitment and retention of females in this specialty.

PMID:33789236 | DOI:10.3171/2020.12.FOCUS20959

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Extreme Learning Machine based Differentiation of Pulmonary Tuberculosis in Chest Radiographs using Integrated Local Feature Descriptors

Comput Methods Programs Biomed. 2021 Mar 21;204:106058. doi: 10.1016/j.cmpb.2021.106058. Online ahead of print.

ABSTRACT

BACKGROUND AND OBJECTIVE: Computer aided diagnostics of Pulmonary Tuberculosis in chest radiographs relies on the differentiation of subtle and non-specific alterations in the images. In this study, an attempt has been made to identify and classify Tuberculosis conditions from healthy subjects in chest radiographs using integrated local feature descriptors and variants of extreme learning machine.

METHODS: Lung fields in the chest images are segmented using Reaction Diffusion Level Set method. Local feature descriptors such as Median Robust Extended Local Binary Patterns and Gradient Local Ternary Patterns are extracted. Extreme Learning Machine (ELM) and Online Sequential ELM (OSELM) classifiers are employed to identify Tuberculosis conditions and, their performances are analysed using standard metrics.

RESULTS: Results show that the adopted segmentation method is able to delineate lung fields in both healthy and Tuberculosis images. Extracted features are statistically significant even in images with inter and intra subject variability. Sigmoid activation function yields accuracy and sensitivity values greater than 98% for both the classifiers. Highest sensitivity is observed with OSELM for minimal significant features in detecting Tuberculosis images.

CONCLUSION: As ELM based method is able to differentiate the subtle changes in inter and intra subject variations of chest X-ray images, the proposed methodology seems to be useful for computer-based detection of Pulmonary Tuberculosis.

PMID:33789212 | DOI:10.1016/j.cmpb.2021.106058

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Does the retention of osseointegrated prosthetic implants during the surgical management of chronic infections following Reverse Total Shoulder Arthroplasty (RTSA) influence functional outcomes without impacting the efficacy of the infection treatment?

Orthop Traumatol Surg Res. 2021 Mar 28:102906. doi: 10.1016/j.otsr.2021.102906. Online ahead of print.

ABSTRACT

INTRODUCTION: The gold standard (GS) for treating chronic infections following reverse total shoulder arthroplasty (RTSA) is a complete exchange of the prosthesis carried out in one or two stages. This surgical procedure, which may damage the bone stock, can result in poor functional outcomes due to intraoperative complications. The purpose of this study was to compare the GS to a surgical technique that retained osseointegrated implants: the partial one-stage exchange.

HYPOTHESIS: Partial one-stage exchange was effective in treating chronic infections after RTSA (no recurrent infection) and resulted in better functional outcomes than the GS.

MATERIALS AND METHODS: This retrospective single-center study included 18 patients with chronic infection after a primary RTSA. Two treatments were compared in a non-randomized fashion. The first included 11 patients who underwent a partial one-stage exchange with implant retention in case of macroscopic osseointegration. The second included seven patients who were treated with the GS: six patients with a complete one-stage exchange and one patient with a two-stage surgical approach. The absence of recurrent infection and functional outcomes were assessed after a minimum of two years.

RESULTS: There were no statistically significant differences in treatment efficacy between the two strategies: 91% vs. 100%, respectively. The partial one-stage exchange resulted in a significantly improved shoulder function compared to the GS with postoperative Constant scores of 55 ± 14.58 vs. 44 ± 14.45, respectively (P = .03). In the partial one-stage exchange group, there was a significantly improved shoulder function with a preoperative Constant score of 40 [28-55] ± 9.04 preoperatively vs. 55 [25-75] ± 14.58 postoperatively (P = .01). The GS treatment did not significantly improve the postoperative function (P = .09).

DISCUSSION: Partial one-stage exchange does not compromise treatment efficacy of chronic infections after RTSA. This technique resulted in better shoulder function than a conventional GS-type management. A study with greater statistical power is required.

LEVEL OF EVIDENCE: III; clinical series, retrospective, single-center.

PMID:33789197 | DOI:10.1016/j.otsr.2021.102906

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Perception and Practice of Community Pharmacist towards Antimicrobial Stewardship in Lahore, Pakistan

J Glob Antimicrob Resist. 2021 Mar 28:S2213-7165(21)00079-5. doi: 10.1016/j.jgar.2021.03.013. Online ahead of print.

ABSTRACT

STUDY OBJECTIVE: Antimicrobial resistance (AMR) is a major health concern worldwide. To rationalize antibiotic use, community pharmacist plays an important role. This study aimed to evaluate the perceptions and practices of community pharmacists regarding antimicrobial stewardship (AMS) in Lahore, Pakistan.

METHOD: A descriptive cross-sectional study was conducted among community pharmacists in Lahore, Pakistan from November 1, 2017, to December 31, 2017. A self-administered questionnaire was used for data collection. Nonprobability convenient sampling was done to select community pharmacies. Descriptive statistics were applied and Mann-Whitney U tests and Kruskal-Wallis tests were performed to compare independent groups by using SPSS version 20.0.P-value less than0.05 was considered statistically significant. Perception and practice scores were determined to access community pharmacist knowledge regarding antimicrobial stewardship. The score of 0.5-1 was considered to be very good.

RESULTS: The overall response rate was 71 %. Gender, age, work experience and education level did not significantly influence the perception and practices of the community pharmacist. Experienced pharmacist showed better response towards antibiotic stewardship. Majority of the pharmacists strongly agreed that they educate patients on the use of antimicrobial and resistance-related issues.

CONCLUSION: It was concluded that community pharmacists in Lahore, Pakistan, have good perception regarding AMS and they are practicing it well. But there are few gaps in their practices that must be filled such as dispensing without prescription and dispensing for duration more than prescribed. In addition, there should be strict implantation of guidelines for dispensing antibiotics in order to rationalize antibiotic use and decreasing antibiotic resistance.

PMID:33789207 | DOI:10.1016/j.jgar.2021.03.013

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Multimodal neurocognitive markers of frontal lobe epilepsy: Insights from ecological text processing

Neuroimage. 2021 Mar 28:117998. doi: 10.1016/j.neuroimage.2021.117998. Online ahead of print.

ABSTRACT

The pressing call to detect sensitive cognitive markers of frontal lobe epilepsy (FLE) remains poorly addressed. Standard frameworks prove nosologically unspecific (as they reveal deficits that also emerge across other epilepsy subtypes), possess low ecological validity, and are rarely supported by multimodal neuroimaging assessments. To bridge these gaps, we examined naturalistic action and non-action texts comprehension, combined with structural and functional connectivity measures, in 19 FLE patients, 19 healthy controls, and 20 posterior cortex epilepsy (PCE) patients. Our analyses integrated inferential statistics and data-driven machine-learning classifiers. FLE patients were selectively and specifically impaired in action comprehension, irrespective of their neuropsychological profile. These deficits selectively and specifically correlated with (a) reduced integrity of the anterior thalamic radiation, a subcortical structure underlying motoric and action-language processing as well as epileptic seizure spread in this subtype; and (b) hypoconnectivity between the primary motor cortex and the left-parietal/supramarginal regions, two putative substrates of action-language comprehension. Moreover, machine-learning classifiers based on the above neurocognitive measures yielded 75% accuracy rates in discriminating individual FLE patients from both controls and PCE patients. Briefly, action-text assessments, combined with structural and functional connectivity measures, seem to capture ecological cognitive deficits that are specific to FLE, opening new avenues for discriminatory characterizations among epilepsy types.

PMID:33789131 | DOI:10.1016/j.neuroimage.2021.117998

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A comprehensive macaque fMRI pipeline and hierarchical atlas

Neuroimage. 2021 Mar 28:117997. doi: 10.1016/j.neuroimage.2021.117997. Online ahead of print.

ABSTRACT

Functional neuroimaging research in the non-human primate (NHP) has been advancing at a remarkable rate. The increase in available data establishes a need for robust analysis pipelines designed for NHP neuroimaging and accompanying template spaces to standardize the localization of neuroimaging results. Our group recently developed the NIMH Macaque Template (NMT), a high-resolution population average anatomical template and associated neuroimaging resources, providing researchers with a standard space for macaque neuroimaging (Seidlitz et al., 2018a). Here, we release NMT v2, which includes both symmetric and asymmetric templates in stereotaxic orientation, with improvements in spatial contrast, processing efficiency, and segmentation. We also introduce the Cortical Hierarchy Atlas of the Rhesus Macaque (CHARM), a hierarchical parcellation of the macaque cerebral cortex with varying degrees of detail. These tools have been integrated into the neuroimaging analysis software AFNI (Cox, 1996) to provide a comprehensive and robust pipeline for fMRI processing, visualization and analysis of NHP data. AFNI’s new @animal_warper program can be used to efficiently align anatomical scans to the NMT v2 space, and afni_proc.py integrates these results with full fMRI processing using macaque-specific parameters: from motion correction through regression modeling. Taken together, the NMT v2 and AFNI represent an all-in-one package for macaque functional neuroimaging analysis, as demonstrated with available demos for both task and resting state fMRI.

PMID:33789138 | DOI:10.1016/j.neuroimage.2021.117997

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Efficacy and acceptability of transcranial direct current stimulation for treating depression: A meta-analysis of randomized controlled trials

Neurosci Biobehav Rev. 2021 Mar 28:S0149-7634(21)00143-3. doi: 10.1016/j.neubiorev.2021.03.026. Online ahead of print.

ABSTRACT

BACKGROUND: Transcranial direct current stimulation (tDCS) is a promising nonpharmacological intervention for treating depression. We aimed to provide an updated meta-analysis assessing the anti-depressant efficacy of tDCS.

METHODS: We searched the literature from the first available date to 30 December 2020 to identify relevant randomized controlled trials (RCTs).

RESULTS: 27 RCTs (N = 1204 patients, 653 in active tDCS and 551 in sham tDCS) were included. Active tDCS was superior to sham tDCS (g = 0.46, 95 % CI 0.15-0.76) in modulating depressive symptoms measured by depression rating scales. Active tDCS was also superior to sham tDCS in reducing response and remission rates, but these differences did not reach statistically significant levels (ORresponse = 1.75, 95 % CI 0.85-3.58; ORremission = 1.29, 95 % CI 0.59-2.83). The two groups had comparable dropout rates (OR = 1.28, 95 % CI 0.62-1.64).

CONCLUSION: For treatments of depressive episodes, tDCS may be efficacious. Specific tDCS parameters (e.g., a 2-mA stimulation current and 30-min sessions) and clinical characteristics (e.g., antidepressant-free) may augment the treatment efficacy of tDCS.

PMID:33789158 | DOI:10.1016/j.neubiorev.2021.03.026

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Viscoelasticity Enhances Nanometer-Scale Slip in Gigahertz-Frequency Liquid Flows

J Phys Chem Lett. 2021 Mar 31:3449-3455. doi: 10.1021/acs.jpclett.1c00600. Online ahead of print.

ABSTRACT

The interaction between flowing liquids and solid surfaces underpins many physical phenomena and technologies, such as the ability of an airfoil to generate lift and the mixing of liquids for industrial applications. These phenomena are often described using the Navier-Stokes equations and the no-slip boundary condition: the assumption that the liquid immediately adjacent to a solid surface does not move relative to the surface. Herein, we observe violation of the no-slip condition with strong enhancement of slip due to intrinsic viscoelasticity of the bulk liquid. This is achieved by measuring the 20 GHz acoustic vibrations of gold nanoparticles in glycerol/water mixtures, for which the underlying physics is explored using rigorous, theoretical models. The reported enhancement of slip revises current understanding of ultrafast liquid flows, with implications for technologies ranging from membrane filtration to nanofluidic devices and biomolecular sensing.

PMID:33789041 | DOI:10.1021/acs.jpclett.1c00600

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Normative data for the Turkish version of the pyramids and palm trees test

Appl Neuropsychol Adult. 2021 Mar 31:1-7. doi: 10.1080/23279095.2021.1900187. Online ahead of print.

ABSTRACT

AIM: In this study, we aimed to establish Turkish normative data for two versions of The Pyramids and Palm Trees Test (PPTT), pictorial (PPTT-P), and verbal (PPTT-V) using Turkish culture-specific items.

METHODS: The study sample involves 181 participants stratified into three age groups and further stratified into three education levels and gender. The participants were given the PPTT versions along with a neuropsychological battery. Participants in the aged group were further screened for cognition and depression. The internal consistency, the convergent and discriminant validity of the PPTT versions, and predictors of the performance in the PPTT versions are statistically analyzed.

RESULTS: The Cronbach’s alpha coefficients for PPTT-P and PPTT-V were found as 0.48. and 0.42, respectively. Among the demographic variables, only education had an effect on the performances of both versions. Education level explained 21.2% of the variance in PPTT-P performance and 13.7% of the variance in PPTT-V performance. A cutoff score of 45 is proposed for the individuals with primary school education and 47 for those with higher education. Results suggested that both versions had moderate convergent but no discriminant validity.

CONCLUSIONS: Present findings suggest that PPTT is a useful neuropsychological instrument for assessing semantic memory in the Turkish population.

PMID:33789062 | DOI:10.1080/23279095.2021.1900187

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Attitudes of general practitioners and practice nurses regarding older person health assessments

Aust J Prim Health. 2021 Apr 1. doi: 10.1071/PY20262. Online ahead of print.

ABSTRACT

Health assessments (HAs) are available for community-dwelling older people to receive annually from general practitioners (GPs), but have low uptake. Little is known regarding the views of GPs and practice nurses (PNs) towards older person HAs and whether this might contribute to the low uptake. The objective of this study was to explore the attitudes of GPs and PNs towards older person HAs. Fifty-eight participant responses to an online questionnaire were analysed through descriptive statistics and content analysis. Most participants (77%) found older person HAs to be useful. Participants felt HAs identified health problems that may otherwise be missed (n=21). The main barriers to delivery of HAs were patient refusal (n=25) and insufficient practitioner time (n=19). The most requested change to HAs was increased patient education and public awareness regarding older person HAs (n=10). Health professionals felt increased patient education and public awareness, particularly to address patient misconceptions regarding older person HAs, may improve HA uptake.

PMID:33789076 | DOI:10.1071/PY20262