Academic productivity and career trajectory of international medical graduates in US neurosurgery residency programs.

OBJECTIVE: The objective of this study was to review and compare the research experiences and career outcomes of international medical graduates (IMGs) with those of US medical graduates (USMGs). METHODS: Neurosurgery graduates from 2018 to 2020 were evaluated on the basis of medical school, degree, residency program, publications before and during residency, postresidency fellowships, and career progression. Publications were further categorized by author order and type (laboratory, comprehensive clinical, or short communication). RESULTS: Of 550 neurosurgery graduates, 39 (7%) were IMGs, with the largest percentages from India (8/39, 21%) and in a residency position in Pennsylvania (5/39, 13%). Prior to residency, IMGs had a higher median number of all publications (4 vs 1, p < 0.001), first-author articles (2 vs 0, p < 0.001), comprehensive clinical articles (1 vs 0, p = 0.002), and short communication articles (1 vs 0, p < 0.001) than USMGs. Similarly, the median number of papers published by IMGs during residency was also higher compared with that of USMGs for all publications (20 vs 9, p = 0.004), laboratory articles (1 vs 0, p < 0.001), and short communication articles (4 vs 3, p = 0.04). The percentage of early academic appointments was higher for IMGs (25/39, 64%) than for USMGs (232/511, 45%) (p = 0.03). No significant difference was observed between the percentages of postresidency clinical fellowships completed by IMGs (28/39, 72%) and USMGs (302/511, 59%) (p = 0.15). No statistical significance was found between the ranking of neurosurgery residency programs attended by IMGs and USMGs (p = 0.65). CONCLUSIONS: The results indicate that IMGs often exhibit higher academic productivity than USMGs. Although there was no discernible difference in residency program rankings or postresidency fellowships completed, early academic appointments were more prevalent among IMGs.

Early Intervention and Use of Autologous Grafts in Growing Skull Fractures Results in Better Outcomes: Experience From a Tertiary Pediatric Neurosurgery Center.

BACKGROUND AND OBJECTIVES: Growing skull fracture (GSF) is a rare complication of pediatric head trauma. Definitive treatment is surgical repair. We have attempted to assess whether use of autologous grafts for duraplasty and cranioplasty leads to better outcomes. We have also attempted to understand how timing of surgery might affect the degree of underlying damage to cortical tissue. METHODS: This is a single-center retrospective observational study based on review from the Great Ormond Street Hospital Neurosurgery prospective surgical database. All patients undergoing surgery for GSF repair between 1991 and 2015 were included. Surgical techniques included split calvarial grafts in 4 patients, whereas rest had full-thickness bone grafting. In all cases with full-thickness graft, the donor site was covered with morselized bone chips mixed with fibrin glue (Salami technique). RESULTS: Twenty-eight patients were identified (16 males, 12 females). The average age at the time of injury was 13 months. The mean duration of onset of symptoms from the time of injury was 4.4 months. The time interval from symptom onset to surgical repair was 5.92 months. Seven patients had Type I GSF (leptomeningeal cyst with minimal brain parenchyma), 13 had type II (hernia containing gliotic brain), and 8 had type III (porencephalic cyst extending through the skull defect into subgaleal space). Patients with delayed presentation had severe brain injury (Type III) and had more long-term complications (refractory epilepsy requiring temporo-occipito-parietal disconnection and development of hydrocephalus requiring ventriculoperitoneal shunt insertion). CONCLUSION: Autologous pericranium for duraplasty and split-thickness bone graft or the Salami technique are recommended for cranioplasty. Synthetic materials should be used if the index operation fails or there are complications. Patients with high-risk findings should be identified at the time of initial presentation and followed up in clinic early to prevent onset of neurological deficit. Early repair is associated with better neurological outcomes.

Intraoperative mapping and preservation of executive functions in awake craniotomy: a systematic review.

Awake craniotomy (AC) allows intraoperative brain mapping (ioBM) for maximum lesion resection while monitoring and preserving neurological function. Conventionally, language, visuospatial assessment, and motor functions are mapped, while the assessment of executive functions (EF) is uncommon. Impaired EF may lead to occupational, personal, and social limitations, thus, a compromised quality of life. A comprehensive literature search was conducted through Scopus, Medline, and Cochrane Library using a pre-defined search strategy. Articles were selected after duplicate removal, initial screening, and full-text assessment. The demographic details, ioBM techniques, intraoperative tasks, and their assessments, the extent of resection (EOR), post-op EF and neurocognitive status, and feasibility and potential adverse effects of the procedure were reviewed. The correlations of tumor locations with intraoperative EF deficits were also assessed. A total of 13 studies with intraoperative EF assessment of 351 patients were reviewed. Awake-asleep-awake protocol was most commonly used. Most studies performed ioBM using bipolar stimulation, with a frequency of 60 Hz, pulse durations ranging 1-2 ms, and intensity ranging 2-6 mA. Cognitive function was monitored with the Stroop task, spatial-2-back test, line-bisection test, trail-making-task, and digit-span tests. All studies reported similar or better EOR in patients with ioBM for EF. When comparing the neuropsychological outcomes of patients with ioBM of EF to those without it, all studies reported significantly better EF preservation in ioBM groups. Most authors reported EF mapping as a feasible tool to obtain satisfactory outcomes. Adverse effects included intraoperative seizures which were easily controlled. AC with ioBM of EF is a safe, effective, and feasible technique that allows satisfactory EOR and improved neurocognitive outcomes with minimal adverse effects.

Improving Fairness in AI Models on Electronic Health Records: The Case for Federated Learning Methods.

Developing AI tools that preserve fairness is of critical importance, specifically in high-stakes applications such as those in healthcare. However, health AI models' overall prediction performance is often prioritized over the possible biases such models could have. In this study, we show one possible approach to mitigate bias concerns by having healthcare institutions collaborate through a federated learning paradigm (FL; which is a popular choice in healthcare settings). While FL methods with an emphasis on fairness have been previously proposed, their underlying model and local implementation techniques, as well as their possible applications to the healthcare domain remain widely underinvestigated. Therefore, we propose a comprehensive FL approach with adversarial debiasing and a fair aggregation method, suitable to various fairness metrics, in the healthcare domain where electronic health records are used. Not only our approach explicitly mitigates bias as part of the optimization process, but an FL-based paradigm would also implicitly help with addressing data imbalance and increasing the data size, offering a practical solution for healthcare applications. We empirically demonstrate our method's superior performance on multiple experiments simulating large-scale real-world scenarios and compare it to several baselines. Our method has achieved promising fairness performance with the lowest impact on overall discrimination performance (accuracy). Our code is available at https://github.com/healthylaife/FairFedAvg.

Surgical Morbidity in Relation to the Surgical Approach for Olfactory Groove Meningiomas-A Pooled Analysis of 1016 Patients and Proposal of a New Reporting System.

Background: There is currently no consensus in the field regarding whether a frontal or lateral approach is superior for microsurgical resection of olfactory groove meningiomas (OGM). Due to the lack of uniformity in classifying lesions and inherent differences in reporting outcomes after varying operative approaches, the best practice for approaching these lesions is yet to be determined. Objective: This study aimed to assess various surgical approaches undertaken for OGMs, investigate procedural aspects influencing the extent of resection, and analyze the respective complication rate associated with each approach. We performed a comprehensive literature review of presenting signs and symptoms in OGM patients, their surgical management, and the reported surgical outcomes. To address the lack of uniform data reporting across studies and to take more recent translational studies into account, we developed a new classification system for OGMs that can remedy the existing deficiencies in comparability of reporting. Methods: We conducted a PRISMA-guided literature search for surgical reports on OGMs published in the MRI era using broad search terms such as 'olfactory groove meningioma' and 'surgery', which yielded 20,672 results. After title screening and removal of duplicates, we assessed 871 studies on the specific surgical management of olfactory groove meningiomas. Following the application of exclusion criteria and abstract screening, a set of 27 studies was chosen for the final analysis of a pooled cohort of these reported patient outcomes. Results: The final twenty-seven studies included in our in-depth analysis identified a total of 1016 individual patients who underwent open microsurgical resection of OGMs. The approaches used included: pterional/unilateral, bifrontal with variations, and anterior interhemispheric approaches. Across all studies, gross total resection (Simpson Grades I or II) was achieved in 91.4% of cases, and subtotal resection (Grades III and IV) was reported in 8.6% of cases. A cumulative twenty-seven percent of surgical OGM patients sustained some form of complications. Minor issues accounted for 22.2% (CSF leak, seizures, infection, transient cranial nerve palsies, hydrocephalus), whereas major issues comprised 4.7% (hemorrhage, ischemic infarct, malignant cerebral edema). We then examined the correlation between these complications and the surgical approach chosen. Among pooled cohort of 426 patients who underwent unilateral approaches, 14% experienced minor complications, and 2.1% experienced major complications. For the mixed cohort of 410 patients who underwent bifrontal approaches, 24.6% experienced minor complications, and 7% experienced major complications. Conclusions: Unilateral approaches appear to have lower complication rates for the resection of OGMs compared to bilateral approaches. However, the extent of resection is not uniformly reported, making it difficult to identify differences. The use of an improved preoperative classification and scoring system can help establish a more coherent system to select the most suitable approach and to uniformly report surgical outcomes, such as EOR and complication rates specific to a given OGM and its surgical approach.

Vocalization and physiological hyperarousal in infant-caregiver dyads where the caregiver has elevated anxiety.

Co-regulation of physiological arousal within the caregiver-child dyad precedes later self-regulation within the individual. Despite the importance of unimpaired self-regulatory development for later adjustment outcomes, little is understood about how early co-regulatory processes can become dysregulated during early life. Aspects of caregiver behavior, such as patterns of anxious speech, may be one factor influencing infant arousal dysregulation. To address this, we made day-long, naturalistic biobehavioral recordings in home settings in caregiver-infant dyads using wearable autonomic devices and miniature microphones. We examined the association between arousal, vocalization intensity, and caregiver anxiety. We found that moments of high physiological arousal in infants were more likely to be accompanied by high caregiver arousal when caregivers had high self-reported trait anxiety. Anxious caregivers were also more likely to vocalize intensely at states of high arousal and produce intense vocalizations that occurred in clusters. High-intensity vocalizations were associated with more sustained increases in autonomic arousal for both anxious caregivers and their infants. Findings indicate that caregiver vocal behavior differs in anxious parents, cooccurs with dyadic arousal dysregulation, and could contribute to physiological arousal transmission. Implications for caregiver vocalization as an intervention target are discussed.

The moderating role of transformational leadership on the relationship between deviant workplace behaviors and employee turnover intentions in China.

This study aimed to analyze the effect of deviant workplace behaviors, such as mistreatment, bullying, and incivility on employee turnover intention and identify the transformational leadership role as a moderator. The data was collected through a survey questionnaire with the help of a purposive sampling technique. A total of 318 respondents' data was gathered from university academic and general staff in China. The results were analyzed through SPSS and structural equation modeling structural equation modeling (SEM) software. The findings indicate that deviant workplace behavior, i.e., mistreatment, bullying, and incivility, significantly affect employee turnover intention. Moreover, a result shows that transformational leadership has a significant moderating role on the relationship between turnover intention and workplace bullying and incivility but was insignificant between turnover intention and workplace mistreatment. Lastly, implications and limitations were also discussed in this article.

Comparison of Glioblastoma Outcomes in Two Geographically and Ethnically Distinct Patient Populations in Disparate Health Care Systems.

Introduction Variations in glioblastoma (GBM) outcomes between geographically and ethnically distinct patient populations has been rarely studied. To explore the possible similarities and differences, we performed a comparative analysis of GBM patients at the University of Kentucky (UK) in the United States and the Aga Khan University Hospital (AKUH) in Pakistan. Methods A retrospective review was conducted of consecutive patients who underwent surgery for GBM between January 2013 and December 2016 at UK, and July 2014 and December 2017 at AKUH. Patients with recurrent or multifocal disease on presentation and those who underwent only a biopsy were excluded. SPSS (v.25 IBM, Armonk, New York, United States) was used to collect and analyze data. Results Eighty-six patients at UK (mean age: 58.8 years; 37 [43%] < 60 years and 49 [57%] > 60 years) and 38 patients at AKUH (mean age: 49.1 years; 30 (79%) < 60 years and 8 (21%) > 60 years) with confirmed GBM were studied. At UK, median overall survival (OS) was 11.5 (95% confidence interval [CI]: 8.9-14) months, while at AKUH, median OS was 18 (95% CI: 13.9-22) months ( p = 0.002). With gross-total resection (GTR), median OS at UK was 16 (95% CI: 9.5-22.4) months, whereas at AKUH, it was 24 (95% CI: 17.6-30.3) months ( p = 0.011). Conclusion Median OS at UK was consistent with U.S. data but was noted to be longer at AKUH, likely due to a younger patient cohort and higher preoperative Karnofsky's performance scale (KPS). GTR, particularly in patients younger than 60 years of age and a higher preoperative KPS had a significant positive impact on OS and progression-free survival (PFS) at both institutions.

The Central Sulcus of the Insula: A Highly Reliable Radiographic Landmark for Identification of the Rolandic Sulcus.

BACKGROUND: Anatomic studies have suggested that the central insular sulcus (CIS) runs in line with the Rolandic sulcus (RS). The radiographic relationship between the RS and CIS has not been systematically studied. This study aims to evaluate the applicability of using the CIS as a radiologic landmark to identify the RS. METHODS: We retrospectively reviewed 100 consecutive normal magnetic resonance imaging (MRI) scans (200 hemispheres) performed at a single institution. MRI scans with any intracranial pathology or finding were excluded. Sagittal and axial fluid-attenuated inversion recovery sequences were used in this study. Two evaluators independently evaluated the relationship of the CIS and RS in all MRI scans. A predefined 3-step method was then used to identify the CIS, RS, and hand motor area in sagittal and axial images. RESULTS: The CIS was found to be correlated with the RS in 191 hemispheres (95.5%). In the remaining 9 hemispheres, the postcentral sulcus represented the most correlated sulcus with the CIS (7 hemispheres). The interrater agreement was 0.673 (P < 0.05), indicating a substantial agreement. The hand motor area was identified in the same section as the CIS in 175 hemispheres (87.5%). CONCLUSIONS: The CIS is a highly reliable radiographic landmark for the identification of the RS. The hand motor area can also be identified reliably using this method.

Impact of Perceived Skillset and Organizational Traits on Digital Wellbeing of Teachers: Mediating Role of Resilience.

Given the current unstable and unpredictable circumstances, especially due to the COVID-19 education system has evolved, requiring frequently distinct skills, and coping behavior. This study intended to empirically test the impact of perceived skillset and organizational traits on teachers' digital wellbeing with the mediating role of three levels of resilience. To serve the cause, non-probability convenience sampling was chosen, and data was gathered through an online survey from 336 on-duty teachers in the education sector of Pakistan. The results of the study have been drawn by using the PLS-SEM partial least squares structural equation modeling technique through the Smart-PLS software 3.0 version. The findings show that perceived skillset had a positive and significant impact on digital wellbeing and organizational traits had an insignificant effect on digital wellbeing. Moreover, results indicate that organizational resilience and employee resilience positively mediate the relationship between perceived skillset and organizational traits on digital wellbeing. Similarly, findings illustrate that team resilience positively mediates the relationship between perceived skillset and digital wellbeing. Furthermore, results show that team resilience negatively and insignificantly mediates the relationship between organizational traits and digital wellbeing. Lastly, discussion, theoretical and practical implications were also discussed in this research article.

Shadow of cyber ostracism over remote environment: Implication on remote work challenges, virtual work environment and employee mental well-being during a Covid-19 pandemic.

This study aimed to identify the influence of workplace cyber ostracism on employee online work engagement and employee mental well-being with the mediating roles of remote work challenges such as loneliness, procrastination, work-home interference, and ineffective communication. As amidst lockdown due to COVID-19, the data was collected from 303 respondents through an online questionnaire that was distributed in virtual groups among friends, relatives, and other fellows who were working in the private sector organizations of Pakistan. The hypotheses were tested using the partial least square structural equation modeling PLS-SEM technique. The findings of this study showed that workplace cyber ostracism has a positive and significant impact on employee online work engagement and employee mental well-being. Moreover, results also demonstrated that loneliness, ineffective communication, procrastination, and work-home interference positively and significantly mediate the relationship between workplace cyber ostracism, employee online work engagement, and employee mental well-being. Furthermore, discussion, implications, and limitations were also discussed in this research article.

Craniopharyngioma: A lower-middle-income-country epidemiology.

OBJECTIVE: To quantify the frequency of craniopharyngiomas presenting to tertiary care neurosurgical centres, the demographics and mortality rate, and commonly presenting to neurosurgical practice. Method: Our study was a retrospective cross-sectional analysis of patients admitted at 32 neurosurgical centres between January 1, 2019, and December 31, 2019, with brain tumour. Kruskal Wallis analysis was used to determine normality; normally distributed variables were reported as means with standard deviation, while median with interquartile range was used for non-normally distributed variables. RESULTS: Of 2750 patients with brain tumours, 114 patients presented with craniopharyngioma. The median age at diagnosis was 18 years, with 42 (42.8%) patients below the age of 15, 40 (40.9%) patients aged 15-39, and 16 (16.3%) patients aged 40 and above. There were 70 (61.4%) males and 44 (38.6%) females in our cohort. Gross total resection was performed in 42(36.8%), 45 (39.5%) underwent subtotal resection, 9 (7.9%) underwent CSF diversion only, and 2 (1.8%) had a biopsy. Most of our patients 94(82.5%) presented to public hospitals, with 20 (17.5%) patients presenting to private hospitals (p=0.002). The overall survival at two years was 86.8% in patients with known outcomes, and only 10% of patients died within 30 days of surgery. CONCLUSIONS: Craniopharyngiomas comprised a small portion of all brain tumours in our region. They are more common in males and in patients from the lower socioeconomic class. These patients mainly presented to public sector hospitals, and the three highest volume centres were all public sector institutions. The overall survival rate at two years in our region is lower than in other regions.

Gender disparities in brain tumours: A Pakistan brain tumour epidemiology study analysis.

OBJECTIVE: To explore the differences in demographic, surgical, and prognostic characteristics between the two genders in patients with brain tumours in Pakistan. Method: This study was a retrospective cross-sectional analysis of patients with a histopathological brain tumour diagnosis across 32 high-volume hospitals in Pakistan. The study period was from January 1, 2019, to December 31, 2019. There were no restrictions on inclusion apart from time.. RESULTS: From 2750 patients enrolled in the study, 1605 (58.4%) were male, and 1142 (41.6%) were female . The median age amongst males was 36 (24-49), while the median age amongst females was 37 (24-48). The ratio of married to unmarried patients was 2.7:1 for females and 1.3:1 for males. Surgical treatment was carried out for 1430 (58.1%) males and 1013 (41.9%) females. The median time to surgery was 25 (4-107) days for males and 31 (5-98) days for females. The greatest disparity in tumour malignancy was in grade IV gliomas. CONCLUSIONS: Males generally have a higher incidence of brain tumours in our experience, apart from meningiomas, which favour females. The mortality rate and glioblastoma incidence rate are both higher amongst males. However, post-treatment cure is also witnessed. Sociocultural norms play a prominent role in accessing healthcare. Women are generally at a disadvantage compared to their male counterparts, which may impact reporting of brain tumour cases and treatment outcomes.

Impact of Entrepreneurial Education, Mindset, and Creativity on Entrepreneurial Intention: Mediating Role of Entrepreneurial Self-Efficacy.

This study aimed to investigate the direct influence of entrepreneurial education, entrepreneurial mindset, and creativity on the entrepreneurial intention with the indirect role of entrepreneurial self-efficacy. This study applied the structural equation model technique using AMOS software to verify the hypothesis relationships. This study collected self-administered survey data from 365 university students of Jiangsu and Zhejiang province of China. The findings indicated that entrepreneurial education, entrepreneurial mindset, and creativity have a positive and significant influence on entrepreneurial intention. Moreover, results revealed that entrepreneurial self-efficacy partially mediates in the relationship between entrepreneurial education, entrepreneurial mindset, and creativity on entrepreneurial intention. Further implications and limitations are also discussed in this article.

The effects of green growth, environmental-related tax, and eco-innovation towards carbon neutrality target in the US economy.

This study aims to examine the nexus between green growth and carbon neutrality targets in the context of the USA while observing the role of ecological innovation, environmental taxes, and green energy. For this purpose, data were collected from 1970 to 2015 for all the variables of interest. This research utilized the quantile autoregressive distributed lag (QARDL) method due to its various benefits, such as depicting the causality patterns based on different quantiles for different variables like green growth, ecological innovation, environmental taxes, and renewable energy. The findings through the QARDL method showed that the error correction coefficient was significant and negative with the expected negative sign for the different quantiles. The findings showed a significant and negative impact of green growth, square of green growth, ecological innovation, and environmental taxes in determining the carbon dioxide (CO2) emissions for the USA's economy under the long-run estimation. Meanwhile, the outcome for the short-term estimation confirmed that the past and lagged values of CO2 emission were significantly and negatively linked with the current and lagged values of CO2 emission. On the other hand, it was found that green growth and square of green growth, ecological innovation, environmental taxes, and renewable energy played their vital role in reducing haze pollution like PM2.5. Besides, this research also covers the limitations and policy implications.

Physiological stress, sustained attention, emotion regulation, and cognitive engagement in 12-month-old infants from urban environments.

Over the last 2 centuries there has been a rapid increase in the proportion of children who grow up in cities. However, relatively little work has explored in detail the physiological and cognitive pathways through which city life may affect early development. To assess this, we observed a cohort of infants growing up in diverse settings across South East England across a 2-day assessment battery. On Visit 1, day-long home recordings were made to monitor infants' physiological stress in real-world settings. On Visit 2, lab batteries were administered to measure infants' cognitive, emotional, and neural reactivity. Infants from more high-density urban environments showed increased physiological stress (decreased parasympathetic nervous system activity) at home. This relationship was independent of socioeconomic status and lifelong stressors. Behaviorally, infants raised in high-density settings showed lower sustained attention in the lab, along with increased behavioral and physiological reactivity during an emotion elicitation task. However, they also showed increased recognition memory for briefly presented stimuli and increased neural engagement with novel stimuli. This pattern is consistent with other research into how elevated physiological stress influences cognition, and with theoretical approaches from adult research that predict that city life is associated with a profile of cognitive strengths as well as weaknesses. Implications for education and developmental psychopathology are discussed. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

Surgical Management of Multi-Level Cervical Spine Synovial Chondromatosis.

Cervical synovial chondromatosis is a benign condition which most commonly affects the knee joint. The involvement of the spinal column is rare, with only a few reports in the literature describing surgical treatment for compressive spinal lesions. Given the rarity of this condition, the best treatment methodology is yet to be established. We describe the case of a 38-year-old female who presented with progressively worsening myeloradicular symptoms localizing to the cervical spinal cord. Imaging revealed a multilevel osseous and epidural lesion involving the subaxial cervical spine. A computed tomography-guided biopsy was performed to obtain a diagnosis to aid further treatment planning. Subsequently, surgical decompression and stabilization were performed after which the patient made an excellent recovery. She continues to do well at 2 years follow-up. Cervical synovial chondromatosis is a rare condition which can present with pain, radiculopathy, and/or myelopathy. Surgical treatment should focus on complete resection, decompression, and stabilization with arthrodesis and fusion to prevent recurrence. We propose that the lack of motion provided by stabilization and fusion after gross total resection prevents disease recurrence.