Large Institutions Research Articles

Impact of Artificial Intelligence-Based Autosegmentation of Organs at Risk in Low- and Middle-Income Countries

Radiation therapy (RT) processes require significant human resources and expertise, creating a barrier to rapid RT deployment in low- and middle-income countries (LMICs). Accurate segmentation of tumor targets and organs at risk (OARs) is crucial for optimal RT. This study assessed the impact of artificial intelligence (AI)-based autosegmentation of OARs in 2 LMICs. Ten patients, comprising 5 head and neck (HN) cancer patients and 5 prostate cancer patients, were randomly selected. Planning computed tomography images were subjected to autosegmentation using an Food and Drug Administration-approved AI software tool and manual segmentation by experienced radiation oncologists from 2 LMIC RT clinics. The control data, obtained from a large academic institution in the United States, consisted of contours obtained by an experienced radiation oncologist. The segmentation time, DICE similarity coefficient (DSC), Hausdorff distance, and mean surface distance were evaluated. AI significantly reduced segmentation time, averaging 2 minutes per patient, compared with 57 to 84 minutes for manual contouring in LMICs. Compared with the control data, the AI pelvic contours provided better agreement than did the LMIC manual contours (mean DSC of 0.834 vs 0.807 in LMIC1 and 0.844 vs 0.801 in LMIC2). For HN contours, AI provided better agreement for the majority of OAR contours than manual contours in LMIC1 (mean DSC: 0.823 vs 0.821) or LMIC2 (mean DSC: 0.792 vs 0.748). Neither the AI nor LMIC manual contours had good agreement with the control data (DSC < 0.600) for the optic nerves, chiasm, and cochlea. AI-based autosegmentation generates OAR contours of comparable quality to manual segmentation for both pelvic and HN cancer patients in LMICs, with substantial time savings.

Grab the Mic: Connecting theory and practice within an undergraduate sport communication course

Experiential learning within sport management classrooms provides valuable industry experience to complement theoretical knowledge. Content creation is a valuable skill for sport management students, particularly those who are looking to work within media and marketing spaces after graduation. Therefore, sport communication undergraduate students at a large research-intensive institution in the Midwest of the United States participated in a podcast creation project for their sport communication class. The experiential learning opportunity provided students with the opportunity to collaborate with a classmate to write, record, and edit a podcast episode under the umbrella of the department's podcast show. This gave the students valuable experience in creating content for professional consumption. The project received positive feedback from students on skill development and the benefits of collaboration, while also discussing the challenges associated with the time demands of the project.

Burnout in neurosurgery in the post-pandemic era.

Burnout syndrome impacts one of two neurosurgeons and negatively impacts both the individual and institution. The impact of burnout on neurosurgeons may have increased due to the SARS-COV-2 pandemic. Characteristics of burnout may differ among neurosurgeons and non-neurosurgeon physicians, and this may better target wellness initiatives designed to alleviate burnout. Validated burnout inventories (Maslach Burnout Inventory; MBI) were provided to physicians, including neurosurgeons, at a single, large academic institution. Rates of burnout and specific characteristics of burnout were compared. Free-response answers describing specific characteristics of burnout were also collected for neurosurgeons. A total of 294 physicians responded to the survey, including 40 neurosurgeons. The rate of burnout between neurosurgeons and non-neurosurgeons did not differ (39% vs 34%; p=0.631), but there were notable differences in the characteristics of burnout. Neurosurgery respondents were more likely to report depersonalization (p<0.001), and an additional 42.5% of neurosurgeon respondents reported a "period of hardship," which may lead to subsequent burnout. Neurosurgeons also more frequently reported higher feelings of personal accomplishment (p<0.001). Targeted wellness interventions specific to neurosurgeons may alleviate and prevent burnout. We show that although the rate of burnout does not differ for neurosurgeons, the characteristics of burnout may. This may represent the key to providing specialty-specific targeted interventions to alleviate burnout. Further, there is a significant proportion of neurosurgeons at risk for subsequent burnout for which additional importance must be placed to prevent progression to burnout.

Marfan syndrome in children: large, single centre experience on management and outcome

Abstract Introduction Beta-blockers (BBs) and angiotensin receptor blockers (ARBs) have been proved to decrease the growth rate of the aortic root in Marfan patients, we describe our single centre experience at a large tertiary paediatric institution. Methods This is a retrospective longitudinal study of a large, paediatric only, Marfan cohort through review of medical notes for clinical data and treatment and assessment of serial echocardiograms. Results 167 patients were included, mean age at first assessment was 4.05 ± 3.12 years, 86 (51.50%) were males. 41 pts (24.55%) had a de novo FBN1 mutation. A 35.32% had a cysteine loss mutation. Median follow up was 9.54±4.37 years. 2 patients had a clinical and molecular diagnosis of early-onset Marfan, they both underwent mitral valve surgery in infancy and one of them died at 7 years old. No other deaths or acute aortic events in our cohort until transition to adult services at 18 years old. Of the entire study population 12 pts (7.2%) underwent aortic surgery at a median age of 13±7.02 years, 1 patient had a mitral valve repair. Chemoprophylaxis (currently only evaluated in a subgroup of our youngest 65 patients) was offered to all patients, 27.69% declined medicines. The remining 47 subjects are on treatment which was started at a mean age of 4.88 ±2.96 years, surveillance data available for a mean follow up of 2.75±2.41 years. 50 received BB (58.50% atenolol [average dose 0.79 mg/kg/day] and 19.15% bisoprolol [average dose 0.087 mg/kg/day]), 5 (8.51%) losartan [average dose 0.763 mg/kg/day], and 10 (15.38%) double therapy with BB and ARBs. The Sinus of Valsalva (SOV) z-scores, as assessed on echocardiograms and normalised according to Lopez dataset, showed a reduction over time in children treated with chemoprophylaxis (see figure 1). SOV mean z-score at starting treatment was 3.38 ± 2.06 which reduced to 2.79± 1.81, however, differences were not statistically significant (paired T-student p-value 0.078). In non-treated patients, initial SOV z-score was 1.89 ± 1.05. When comparing evolution there was a trend towards decreased average SOV z-score over the years in the treated group, not seen in the non-treated patients (see figure 2). No statistical differences in the SOV z-score reduction change were found when comparing different treatment groups (ANOVA p-value 0.851), but a tendency to more profound decrease in the losartan groups was observed. Reduction in blood pressure or heart rate did not differ amongst the treatment groups. Conclusions We present one of the largest single centre reviews on management of paediatric Marfan patients. Our data confirm a decrease in SOV z-score with chemoprophylaxis in a real-world cohort. This is in line with current evidence and corroborates clinical practice.SOV Z-SCORE EVOLUTION AFTER TREATMENTSOV Z-SCORE GROUP AVERAGE CHANGE

Based on sustainable development of skating sports training new ecological and environmental protection measures

In recent years, under the background of exam-oriented physical education reform, the government has issued a lot of physical education documents and policies. As a result, many schools have made fundamental changes in physical education activities. These policies are mainly aimed at getting young people to be more active and autonomous in school sports. This requires physical education training teachers must adhere to the people-oriented, student-oriented, so as to highlight the subject status of students. Based on this, students should establish a good sports values and ethics and form a good habit of lifelong sports, so as to further promote the sustainable development of youth sports activities. Based on the ecological theory of sustainable development as the background, this study constructs a unified theory of Unified Theory of Acceptance and Use of Technology (UTAUT) model for the sustainable training and development of youth skating sports training institutions. This study selects the youth skating sports training institutions in Beijing, China as the investigation object, covering small, medium and large institutions of different sizes, and analyzes based on the statistical data in 2023 and the results of field research. The results show that the application of this model not only increases the willingness of youth skating training institutions to continue to participate by 3.66%, but also promotes the diversified development of youth skating training. In addition, this study also discusses the environmental protection measures implemented in the process of skating training to ensure that the training activities are sustainable while reducing the impact on the environment, so as to build a sustainable development of the new ecology of skating sports training.

Reserves Were Not so Ample After All

Abstract We show that the likelihood of a liquidity crunch in wholesale US dollar funding markets depends on levels of reserve balances at the financial institutions that are the most active intermediaries of these markets. Heightened risk of an imminent liquidity crunch is signaled by significant delays in intra-day payments to these large financial institutions over the prior two weeks. Our study contributes to the broader dialogue surrounding the Federal Reserve’s ongoing quantitative tightening (QT).

Group virtual reality simulation in the adult nursing curriculum: student and lecturer experiences.

Virtual reality (VR) simulation technology was rapidly integrated into pre-registration adult nursing programmes in response to the pandemic and a reduction in clinical placements. The UK's regulatory body for nursing has recognised its value in nursing education by increasing the possible number of simulated practice hours that can replace clinical placements to 600 hours. This article reports on an evaluation study of a novel approach using screen-based VR simulations for groups of students in a classroom setting. This study aims to evaluate student and lecturer experiences of screen-based VR with the aim of informing and sharing insights from this approach. Students and lecturers responded to an evaluation survey comprising both closed- and open-ended questions. A large approved education institute in the East of England. Pre-registration adult nursing master's students and adult nursing lecturers who had experience of screen-based VR with groups. Quantitative data were analysed using descriptive methods, and qualitative data using thematic analysis. Student and lecturer experiences of screen-based VR were overwhelmingly positive, overcoming many challenges of simulation documented in the literature. The group-working approach promoted development of non-technical or essential 'soft' skills such as communication, decision-making and teamwork. Screen-based VR for classroombased learning offers an effective, engaging and cost-effective method of incorporating VR simulation scenarios in adult nursing education. Thoughtful consideration of pedagogical aspects are key to its successful and effective integration into the pre-registration adult nursing curriculum.

Student–Faculty Interaction and Academic Self-Concept: Gender as a Moderator

This study examines the moderating effect of gender on the relationship between student–faculty interaction and academic self-concept. Using data from a large public Hispanic-serving institution (HSI) in Southern California, the analysis suggests that although student–faculty interaction positively impacts academic self-concept for all students, the effect is stronger for female students. Despite these gains, a persistent gender gap remains, with female students reporting lower academic self-concept than male students. These findings emphasize the importance of tailored initiatives to improve student–faculty interaction and academic self-concept, especially for female students.

The impact of maturation sutures on false passage formation in pediatric tracheostomy

IntroductionFalse passage (FP) after tracheostomy is an infrequent but potentially life-threatening complication. The practice of tracheal stomal maturation at the time of tracheostomy is variable amongst surgeons in pediatric patients, and it remains unknown whether or not maturation sutures decrease the risk of FP. Our objective was to evaluate the impact of maturation sutures on the incidence of FP after pediatric tracheostomy. Materials and methodsA retrospective review of children who underwent tracheostomy (2001–2024) was performed. Records were reviewed for demographics and procedural details including use of maturation sutures. Outcomes included incidence of FP, time to FP and associated complications resulting from FP. ResultsOne-hundred and twenty-five children met study criteria [median (IQR) age 0.5 (0.2–3.2) years]. Fifty-five children (44.0 %) received maturation sutures, with 31 (56.4 %) of these being four-point sutures, 10 (18.2 %) being two-point sutures (70 % of which were placed inferiorly), and 14 (25.5 %) being unrecorded. Four out of 125 (3.2 %) patients developed FP at a median (IQR) of 12.8 (4.6–13.5) days following tracheostomy insertion, and they all occurred within the first two tracheostomy changes. None of the patients who developed FP had maturation sutures. Of the four children who developed FP, three (75 %) had no further complications, and one (25 %) developed subcutaneous emphysema and pneumomediastinum. No deaths associated with FP were identified. ConclusionThis large single institution study evaluating the relationship between maturation sutures and FP in children undergoing tracheostomy suggests that maturation sutures may help prevent FP; however, ongoing work is required to validate these findings and guide clinical practice. Level of evidence3.

Recent Advances in Intraoral Scanners.

Intraoral scanners (IOSs) have emerged as a cornerstone technology in digital dentistry. This article examines the recent advancements and multifaceted applications of IOSs, highlighting their benefits in patient care and addressing their current limitations. The IOS market has seen a competitive surge. Modern IOSs, featuring continuous image capture and advanced software for seamless image stitching, have made the scanning process more efficient. Patient comfort with IOS procedures is favorable, mitigating the discomfort associated with conventional impression taking. There has been a shift toward open data interfaces, notably enhancing interoperability. However, the integration of IOSs into large dental institutions is slow, facing challenges such as compatibility with existing health record systems and extensive data storage management. IOSs now extend beyond their use in computer-aided design and manufacturing, with software solutions transforming them into platforms for diagnostics, patient communication, and treatment planning. Several IOSs are equipped with tools for caries detection, employing fluorescence technologies or near-infrared imaging to identify carious lesions. IOSs facilitate quantitative monitoring of tooth wear and soft-tissue dimensions. For precise tooth segmentation in intraoral scans, essential for orthodontic applications, developers are leveraging innovative deep neural network-based approaches. The clinical performance of restorations fabricated based on intraoral scans has proven to be comparable to those obtained using conventional impressions, substantiating the reliability of IOSs in restorative dentistry. In oral and maxillofacial surgery, IOSs enhance airway safety during impression taking and aid in treating conditions such as cleft lip and palate, among other congenital craniofacial disorders, across diverse age groups. While IOSs have improved various aspects of dental care, ongoing enhancements in usability, diagnostic accuracy, and image segmentation are crucial to exploit the potential of this technology in optimizing patient care.

7147 A Retrospective Evaluation of Biochemical and Clinical Criteria of Permanent Hypoparathyroidism After Total Thyroidectomy and Their Associated Outcomes

Abstract Disclosure: D.G. Su: None. S. Tsou: None. W. Shen: None. Q. Duh: None. C. Graves: None. I. Suh: None. Background: Postoperative hypoparathyroidism (hypoPT) is the most common complication of total thyroidectomy and carries long-term morbidity. However, reported incidences vary widely due to nonstandardized measurement practices and absence of a universally accepted definition. This study aims to evaluate various definitions of hypoPT and to identify influencing factors such as diagnosis and operative duration. Methods: We performed a retrospective analysis of patients with a diagnosis of hypoPT (ICD-9: E20, E20.0, E20.8, E20.9, E89.2) between January 2012 and January 2019 at a single large academic institution, and only included those who had underwent a total thyroidectomy six months prior. Definitions based on low parathyroid hormone (PTH) values (PTH &amp;lt; 10 pg/mL), low calcium levels (corrected calcium [Ca] &amp;lt; 8.5 mg/dL or ionized Ca [iCa] &amp;lt; 1.1 mmol/L), and postoperative supplementation (elemental calcium or vitamin D) were evaluated at 6 and 12 months postoperatively. Postoperative hypocalcemic symptoms were graded by disease severity (based on the presence of numbness/paresthesia, muscle spasms/aches, and Chvostek/Trousseau signs). Patient demographics, operative and pathological characteristics, and use of parathyroid autotransplantation were recorded. Results: Of 879 patients with hypoPT ICD-9 diagnoses, 124 (14%) underwent a total thyroidectomy and were included. Our cohort was 64% female with a median age of 52.9 years. Fifty-one patients (41%) had low PTH levels, 49 (39%) had low calcium levels, and only 26 (21%) had both low PTH and calcium. Of 94 patients (76%) with hypocalcemic symptoms, 68 (73%) required long-term calcium or vitamin D supplementation. Twenty-eight (22.6%) patients had either an ED visit or readmission for hypocalcemia postoperatively. One hundred seven patients (86%) had a pathologic diagnosis of malignancy, of which 37% had extrathyroidal extension, 25% vascular invasion, and 36% positive margins. Those who underwent parathyroid autotransplantation (33%) were less likely to meet biochemical definition of hypoPT (p = 0.0312). Dosage of calcium/vitamin D supplementation did not correlate with symptom grade. Conclusions: Postoperative hypocalcemic symptoms and long-term calcium/vitamin D supplementation were the most common characteristics found in our permanent hypoPT cohort. However, substantial heterogeneity in defining postoperative hypoPT exists, with no definition capturing the full spectrum of affected patients. Further research is necessary to develop reliable diagnostic criteria or biomarkers for hypoPT prediction and management. Presentation: 6/2/2024

Validating an instrument for measuring community cultural wealth with biology majors at a Hispanic-serving institution.

Boosting underrepresented student persistence in STEM majors has been of interest for several years. Prior research has explored various factors that may influence student success and persistence in STEM majors. Specifically, some of these studies have employed Yosso's community cultural wealth framework to explore how a student's cultural wealth may link to certain outcomes. Most of these studies have taken a qualitative approach when exploring cultural wealth and less adopt a quantitative approach. Using biology students in an introductory biology class during the fall (n = 303) and spring semesters (n = 215) at a large Hispanic-serving institution in the southeastern United States, this study seeks to contribute to the literature by validating a previously constructed instrument with a new population. An exploratory factor analysis (EFA) was conducted using principal axis factoring and an oblique rotation. EFA results revealed 10 dimensions of cultural wealth. Additionally, confirmatory factor analysis confirmed that the model produced properly measures the constructs as intended. Overall, the final 56-item instrument used in this study was validated and can be used for measuring cultural wealth in similar populations.

Meet and Greet Sessions: A Unique Virtual Opt-Out Approach to Support Trainee Well-Being.

Background Interventions to support graduate medical education (GME) trainee well-being at the institutional level continue to be an area for continuous improvement. Objective To assess participation, feasibility, and acceptability of a virtual, individual, brief, nonevaluative opt-out approach to accessing mental health support for residents and fellows. Methods From 2021 to 2023, all GME programs at one large institution were invited to participate. During orientation, incoming trainees from programs that had communicated interest were prescheduled for optional 20-minute, virtual "meet and greet" sessions with a counselor from the hospital's Employee Assistance Program. Nonformal feedback was gathered using an anonymous 6-question survey. Results Three hundred thirty-four residents and fellows from 12 of 74 (16%) participating GME programs were prescheduled for opt-out sessions over 3 academic years. Of the 334, 182 (54%) attended the sessions, 116 (35%) subsequently reached out to start counseling, and 108 (32%) responded to the survey. Each year, approximately 7 counselor hours were needed for the opt-out sessions per week over an 8-week period, which was feasible and added no extra cost. In the follow-up survey shared with all participants, 59 of 81 (73%) respondents reported that the sessions helped to reduce barriers to seeking mental health care. Conclusions During orientation, one-half of invited GME trainees participated in a virtual, individual, brief, nonevaluative meet and greet session with a counselor using an opt-out approach, and one-third subsequently requested counseling. Survey feedback was encouraging, and this approach can serve to help normalize culture surrounding accessing mental health services.

Ocular Imaging Challenges, Current State, and a Path to Interoperability: A HIMSS-SIIM Enterprise Imaging Community Whitepaper.

Office-based testing, enhanced by advances in imaging technology, is routinely used in eye care to non-invasively assess ocular structure and function. This type of imaging coupled with autonomous artificial intelligence holds immense opportunity to diagnose eye diseases quickly. Despite the wide availability and use of ocular imaging, there are several factors that hinder optimization of clinical practice and patient care. While some large institutions have developed end-to-end digital workflows that utilize electronic health records, enterprise imaging archives, and dedicated diagnostic viewers, this experience has not yet made its way to smaller and independent eye clinics. Fractured interoperability practices impact patient care in all healthcare domains, including eye care where there is a scarcity of care centers, making collaboration essential among providers, specialists, and primary care who might be treating systemic conditions with profound impact on vision. The purpose of this white paper is to describe the current state of ocular imaging by focusing on the challenges related to interoperability, reporting, and clinical workflow.

Salvage interstitial brachytherapy for treatment of recurrent endometrial cancers in the vagina: Seven-year single institution experience and review of second recurrence patterns

IntroductionInterstitial brachytherapy (ISBT) is a known treatment for vaginal recurrence of endometrial cancer. This study reviews a large tertiary institution's ISBT experience and outcomes for vaginal recurrences. Material and MethodsPatients who underwent salvage ISBT for vaginal recurrence of endometrial cancer from January 1, 2014 - August 31, 2021, were identified. Initial and salvage disease factors and treatments were recorded. Outcomes were calculated including overall survival, local, and distant failure. ResultsThirty-nine patients were included; thirty received external beam radiotherapy and interstitial brachytherapy (EBRT + ISBT) while nine received ISBT alone. At initial diagnosis, the ISBT alone group had an older median age, with stage IA-IV disease, frequently receiving adjuvant treatment, compared to the EBRT with ISBT group with mainly stage IA disease who did not. Median follow up was 22 months and median time to recurrence 14 months (16.5 months in EBRT + ISBT group and 14 in the ISBT alone group). Two-year overall survival was 85% for all patients, 85.6% and 83.3%in the EBRT + ISBT and ISBT alone groups, respectively. Local failure was 22.7% for all patients,16.7% in the EBRT + ISBT group and 11.1% in the ISBT alone group. Median HRCTV D90 (EQD2) was 76.8 Gy in the EBRT + ISBT group, and 57.9 Gy in the ISBT alone group. Late grade 3 or higher toxicity occurred in only three patients. ConclusionsEBRT + ISBT is an effective treatment for endometrial cancer vaginal recurrence, with acceptable toxicity. ISBT alone is an option for patients with contraindications to or with previous treatment of pelvic radiation.

Neonatal outcomes after intervention for suspected renal colic in pregnancy

ObjectiveTo compare neonatal outcomes following URS, stent, or PCN in pregnant women presenting with suspected renal colic. MethodsWomen undergoing a procedure for suspected renal colic during pregnancy at a large multi-center institution between 2008–2022 were retrospectively reviewed and categorized by initial intervention. Neonatal outcomes were recorded and linked to maternal and obstetric data. Groups were compared by a Kruskal-Wallis, ANOVA, or Fisher’s Exact test, followed by pairwise post-hoc testing as appropriate (α = 0.05). Multivariate analyses were also conducted. Results95 patients were analyzed, of whom 32 were managed with PCN, 47 with stent, and 16 with URS. Maternal baseline characteristics were similar between groups, except for lower gravidity and parity in the stent group. Rates of premature delivery did not differ, but gestational age at delivery was lower in the PCN group versus the stent and URS groups (p = 0.006 and p = 0.025, respectively). Neonatal Intensive Care Unit (NICU) admission rates were higher in the PCN group versus the stent and URS groups (p = 0.006 and 0.036, respectively). Respiratory distress syndrome significantly differed between groups (p = 0.041). Neonatal birth weight, Apgar scores, and other complications did not significantly differ. ConclusionThis study demonstrated higher rates of NICU admissions and lower gestational age at delivery for neonates born to mothers managed with PCN compared to stent and URS. Larger multi-institutional studies are warranted to further explore these associations.

State opioid prescribing laws and associations with radiotherapy delays and radiotherapy completion.

122 Background: In July 2018, Missouri introduced a 7-day limit for initial opioid prescriptions, though there was an exemption for cancer-related pain. However, some worry that the exemptions may be inadequate for patients with cancer who experience cancer-related pain. Since some courses of radiotherapy can cause pain (eg, mucositis, esophagitis), appropriate opioid access is important for helping patients complete radiotherapy in a timely manner, which is associated with oncologic outcomes. Methods: Patients with cancer of all ages treated with radiotherapy from 2018-2019 at a large academic institution in Missouri were identified. More recent data were excluded due to the COVID-19 pandemic and Missouri Medicaid expansion. Trends over time in the proportion of missed/delayed radiotherapy fractions, incomplete radiotherapy courses, and a composite measure of excessive delays (≥5 days) or incomplete course were evaluated in linear and linear probability models. Additional analyses included patients from Illinois, an adjacent state without opioid prescribing legislation, and we subsequently performed difference-in-differences analyses comparing the outcomes from pre- to post- Missouri opioid legislation between the states. We conducted unadjusted analyses as well as analyses adjusted for age, sex, site, radiotherapy modality and fractions, as well as other covariates that could impact access to radiotherapy (ZIP code deprivation, distance from the facility, insurance status, and social work referral for unmet needs). Subgroup analyses focused on patients with head and neck cancer and lung cancer receiving definitive radiotherapy, who are at high risk of radiotherapy-related pain. Results: A total of 2613 and 1518 patients from Missouri and Illinois were identified, respectively. 4.7% of fractions were missed/delayed, 3.7% of patients did not complete treatment, and 8.1% of patients had either an incomplete course or excessive delays. There were no statistically significant increases (ie, worsening) in any outcome in any quarter after opioid policy implementation, and there were significant decreases in the composite outcome in multiple post-policy quarters in both unadjusted and adjusted analyses. In difference-in-differences analyses comparing trends over time with patients from Illinois, there were no significant associations of policy implementation with any of the outcomes. Results were similar in subgroup analyses for patients with head and neck and lung cancers. Conclusions: Missouri legislation limiting opioid prescribing for non-cancer-related pain was not associated with significant changes in a patient’s ability to undergo radiotherapy. Limitations of the study include evaluation of a single center in a single state and the lack of other intermediate outcomes important to patients including access to opioid medication itself, which we will examine in future work.

Outcomes of sciatic neurolysis in chronic hamstring tears: a retrospective case series.

Proximal hamstring tears may present with neurological dysfunction due to compression or stretching of the sciatic nerve. The purpose of this study was to evaluate the effectiveness of hamstring repair with concurrent sciatic nerve neurolysis for clinical outcomes and patient symptoms. A retrospective chart review of patients who were diagnosed with hamstring injury at a large tertiary care institution was conducted. Patients with chronic tears (> 6weeks from injury to surgery) who underwent hamstring repair were reviewed for demographics, clinical variables including symptoms of sciatic neuritis, sciatic nerve abnormalities on MRI, and postoperative outcomes. Chi-square tests were used for categorical variables, t test for continuous variables. Pairwise t tests were used to compare average pre- and postoperative strength for patients with and without symptoms of sciatic neuritis. Thirty-two patients with chronic hamstring tears were included in the analysis. Patients were 59.4% female with an average age of 51.4years (SD 13.1). Preoperatively, 27 patients (84.4%) were noted to have symptoms of sciatic neuritis. These patients did not differ in age (p = .677) or sex (p = .374) from patients without preoperative symptoms. Sciatic nerve abnormalities were noted on MRI report in 7 patients who had sciatic nerve symptoms and 0 patients who did not have sciatic nerve symptoms. Symptomatic improvement was seen in 21/26 (81%) of patients who had preoperative neurological symptoms, and in 6/7 (86%) of patients with MRI findings. All patients had equivalent or improved strength postoperatively. A sciatic nerve neurolysis is a safe and effective procedure to perform on patients with preoperative sciatic nerve symptoms and chronic hamstring tears that leads to improvement in neurological symptoms and strength. In neurologically asymptomatic patients with chronic hamstring injuries and MRI findings indicating possible nerve damage, a discussion should be held about the risks and benefits of performing a sciatic nerve neurolysis.

Mapping World: A Comparative Analysis of Functionality and Usability between QGIS and ArcGIS

The current review conducts a comprehensive comparison of Quantum GIS (QGIS) and ArcGIS in the context of healthcare applications, aiming to assist users in selecting the most appropriate GIS platform for their specific needs. Geographic Information Systems (GIS) are essential tools in healthcare, providing capabilities for spatial analysis, disease mapping, and resource allocation. Driven by the need to improve healthcare delivery and public health strategies, this study compares the functionalities, costs, and support systems of QGIS and ArcGIS. The major objective is to determine which GIS platform offers the best balance of cost-efficiency and performance across various healthcare scenarios. The methodology encompasses a detailed comparative analysis, incorporating quantitative data from user satisfaction surveys, performance evaluations, and real-world case studies. Findings reveal that QGIS, as an open-source GIS software, is highly cost-effective and customizable, making it particularly advantageous for budget-limited projects and smaller organizations requiring flexibility. Its extensibility via plugins and robust user community fosters continuous innovation and improvement. QGIS proves exceptionally effective in healthcare applications such as disease mapping and accessibility analysis, where customization and cost-efficiency are critical. Conversely, ArcGIS is distinguished by its advanced analytical capabilities and strong performance in handling complex, large-scale studies. Its sophisticated tools and comprehensive spatial analysis functionalities are essential for thorough healthcare research and planning. Although ArcGIS incurs higher costs, its extensive feature set, professional support, and exhaustive documentation justify the investment for large organizations and research institutions engaged in detailed GIS projects. In conclusion, both QGIS and ArcGIS exhibit significant strengths in key healthcare applications. QGIS excels in affordability and flexibility, while ArcGIS provides superior analytical power and support for extensive projects. Future research should focus on integrating real-time data and enhancing user experience to further optimize GIS applications in healthcare.

MicroGravity Explorer Kit (MGX): An Open-Source Platform for Accessible Space Science Experiments

The study of microgravity, a condition in which an object experiences near-zero weight, is a critical area of research with far-reaching implications for various scientific disciplines. Microgravity allows scientists to investigate fundamental physical phenomena influenced by Earth’s gravitational forces, opening up new possibilities in fields such as materials science, fluid dynamics, and biology. However, the complexity and cost of developing and conducting microgravity missions have historically limited the field to well-funded space agencies, universities with dedicated government funding, and large research institutions, creating a significant barrier to entry. This paper presents the MicroGravity Explorer Kit’s (MGX) design, a multifunctional platform for conducting microgravity experiments aboard suborbital rocket flights. The MGX aims to democratize access to microgravity research, making it accessible to high school students, undergraduates, and researchers. To ensure that the tool is versatile across different scenarios, the authors conducted a comprehensive literature review on microgravity experiments, and specific requirements for the MGX were established. The MGX is designed as an open-source platform that supports various experiments, reducing costs and accelerating development. The multipurpose experiment consists of a Jetson Nano computer with multiple sensors, such as inertial sensors, temperature and pressure, and two cameras with up to 4k resolution. The project also presents examples of codes for data acquisition and compression and the ability to process images and run machine learning algorithms to interpret results. The MGX seeks to promote greater participation and innovation in space sciences by simplifying the process and reducing barriers to entry. The design of a platform that can democratize access to space and research related to space sciences has the potential to lead to groundbreaking discoveries and advancements in materials science, fluid dynamics, and biology, with significant practical applications such as more efficient propulsion systems and novel materials with unique properties.