9 research outputs found

    2016 Research & Innovation Day Program

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    A one day showcase of applied research, social innovation, scholarship projects and activities.https://first.fanshawec.ca/cri_cripublications/1003/thumbnail.jp

    Assessment of nutritional status of gynecological cancer cases in India and comparison of subjective and objective nutrition assessment parameters

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    Aim: To assess the nutritional status of gynecological cancer patients using scored Patient Generated Subjective Global Assessment (PG-SGA) then compare it with the body mass index (BMI), hemoglobin, serum albumin, and approximate percentage weight lost in last 1 month so as to find any one parameter that can be used in place of the comprehensive assessment tool. Materials and Methods: Sixty gynecological cancer patients were assessed for their nutritional status using BMI, serum albumin, hemoglobin, percentage weight lost in last 1 month, and scored PG-SGA. Correlation, sensitivity, specificity, and predictive values of the former four parameters compared to scored PG-SGA were calculated. Results: 88.33% of cases were at risk of or had some degree of malnutrition according to scored PG-SGA. Serum albumin level ≤ 2 g/dl had highest specificity and positive predictive value at 1, whereas percentage weight lost in last month had better overall sensitivity, specificity, and positive and negative predictive values of 0.5833, 0.9444, 0.875, and 0.7727, respectively. The Pearson′s correlation coefficient between scored PG-SGA and percentage weight lost in last 1 month was 0.784, highest among all the parameters. Conclusion: 88.33% of gynecologic cancer cases had some degree of malnutrition or were at risk of malnutrition. Approximate percentage weight lost in last 1 month, that is, ≥ 5% may be used in place of the comprehensive scored PG-SGA to triage the patients in case the latter is not used for some reason. Severe hypoalbuminemia ≤ 2 g/dl is an indicator of severe malnutrition in gynecologic cancer cases

    The OneGraph vision : Challenges of breaking the graph model lock-in

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    Amazon Neptune is a graph database service that supports two graph models: W3Cs Resource Description Framework (RDF) and Labeled Property Graphs (LPG). Customers choose one or the other model. This choice determines which data modeling features can be used and - perhaps more importantly - which query languages are available. The choice between the two technology stacks is difficult and time consuming. It requires consideration of data modeling aspects, query language features, their adequacy for current and future use cases, as well as developer knowledge. Even in cases where customers evaluate the pros and cons and make a conscious choice that fits their use case, over time we often see requirements from new use cases emerge that could be addressed more easily with a different data model or query language. It is therefore highly desirable that the choice of the query language can be made without consideration of what graph model is chosen and can be easily revised or complemented at a later point. To this end, we advocate and explore the idea of OneGraph ("1G" for short), a single, unified graph data model that embraces both RDF and LPGs. The goal of 1G is to achieve interoperability at both data level, by supporting the co-existence of RDF and LPG in the same database, as well as query level, by enabling queries and updates over the unified data model with a query language of choice. In this paper, we sketch our vision and investigate technical challenges towards a unification of the two graph data models

    Comparison of Inhospital Outcomes of Surgical Aortic Valve Replacement in Hospitals With and Without Availability of a Transcatheter Aortic Valve Implantation Program (from a Nationally Representative Database)

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    We hypothesized that the availability of a transcatheter aortic valve implantation (TAVI) program in hospitals impacts the overall management of patients with aortic valve disease and hence may also improve postprocedural outcomes of conventional surgical aortic valve replacement (SAVR). The aim of the present study was to compare the inhospital outcomes of SAVR in centers with versus without availability of a TAVI program in an unrestricted large nationwide patient population >50 years of age. SAVRs performed on patients aged >50 years were identified from the Nationwide Inpatient Sample (NIS) for the years 2011 and 2012 using the International Classification of Diseases, Ninth Revision, Clinical Modification procedure codes. SAVR cases were divided into 2 categories: those performed at hospitals with a TAVI program (SAVR-TAVI) and those without (SAVR-non-TAVI). A total of 9,674 SAVR procedures were identified: 4,526 (46.79%) in the SAVR-TAVI group and 5,148 (53.21%) in SAVR-non-TAVI group. The mean age of the study population was 70.2 ± 0.1 years with majority (53%) of the patients aged >70 years. The mean Charlson's co-morbidity score for patients in SAVR-TAVI group was greater (greater percentage of patients were aged >80 years, had hypertension, congestive heart failure, renal failure, and peripheral arterial disease) than that of patients in SAVR-non-TAVI group (1.6 vs 1.4, p <0.001). The propensity score matching analysis showed a statistically significant lower inhospital mortality (1.25% vs 1.72%, p = 0.001) and complications rate (35.6% vs 37.3%, p = 0.004) in SAVR-TAVI group compared to SAVR-non-TAVI group. The mean length of hospital stay was similar in the 2 groups the cost of hospitalization was higher in the SAVR-TAVI group (43,894±483vs43,894 ± 483 vs 41,032 ± 473, p <0.0001). Having a TAVI program was a significant predictor of reduced mortality and complications rate after SAVR in multivariate analysis. In conclusion, this largest direct comparative analysis demonstrates that SAVRs performed in centers with a TAVI program are associated with significantly lower mortality and complications rates compared to those performed in centers without a TAVI program

    Impact of Hospital Volume on Outcomes of Endovascular Stenting for Adult Aortic Coarctation

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    Use of transcatheter endovascular stenting has been increasing in the treatment of coarctation of aorta (CoA). The present study was undertaken on adults with CoA who underwent stent placement from 2000 to 2011 to analyze the relation of hospital volumes to the outcomes of stenting in adults with CoA. It was a retrospective study based on Healthcare Cost and Utilization Project's Nationwide Inpatient Sample (NIS) database from 2000 to 2011 and identified subjects using the International Classification of Diseases, Ninth Revision, Clinical Modification procedure code of 747.10 (CoA). Annual hospital volume was calculated using unique hospital identifiers. Weights provided by the Nationwide Inpatient Sample were used to generate national estimates. A total of 105 (weighted 521) subjects were identified with International Classification of Diseases, Ninth Revision, code of 39.90 (Endovascular stent). Hospital volumes were divided into tertiles. We compared the highest tertile (≥3 procedures annually) with other tertiles (<3 procedure annually). The composite outcomes of the analysis were procedure-related complications, length of stay (LOS), and cost in relation to the hospital volume. No inhospital death was reported in either group. Hospitals with ≥3 procedures annually had significantly lower incidence of complications (9.5% vs 23.0%) compared to the hospitals with <3 procedures annually (p-value 0.002). Similar results were obtained after multivariate regression analysis in relation to hospital volume. Shorter LOS and lower cost were observed with annual hospital volume of ≥3 procedures. In conclusion, stenting adults for CoA is remarkably safe, and the outcomes of the procedure have improved in centers with annual hospital volume of ≥3 procedures. There is also decreasing trend of procedure-related complications, shorter LOS, and lower costs compared to centers with annual volume <3 procedures

    Evolution of Proton Radiotherapy Brainstem Constraints on the Pediatric Proton/Photon Consortium Registry.

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    INTRODUCTION Increasing concern that brainstem toxicity incidence after proton radiotherapy (PRT) might be higher than with photons led to a 2014 XXXX (XX) landmark paper identifying its risk factors and proposing more conservative dose constraints. We evaluated how practice patterns changed among the XXXX (XXXX). METHODS This prospective multicenter cohort study gathered data from patients under age 22 enrolled on the XXXX, treated between 2002-2019 for primary posterior fossa brain tumors. After standardizing brainstem contours, we garnered dosimetry data and correlated those meeting the 2014 proton-specific brainstem constraint guidelines by treatment era, histology, and extent of surgical resection. RESULTS A total of 467 patients with evaluable PRT plans were reviewed. Median age was 7.1 years (range: <1-21.9), 63.0% (n=296) were male, 76.0% (n=357) were white, and predominant histologies were medulloblastoma (55.0%, n=256) followed by ependymoma (27.0%, n=125). Extent of resection was mainly gross total resection (GTR) (67.0%, n=312), followed by subtotal resection (STR) or biopsy (20.0%, n=92). The XX brainstem constraint metrics most often exceeded were the goal D50% of 52.4 GyRBE (43.3%, n=202) and maximal D50% of 54 GyRBE (12.6%, n=59). The compliance rate increased after the new guidelines (2002-2014: 64.0% vs. 2015-2019: 74.6%, p=0.02), except for ependymoma (46.3% pre vs. 50.0% post guidelines, p=0.86), presenting lower compliance (48.8%) in comparison to medulloblastoma/PNET/pineoblastoma (77.7%), glioma (89.1%), and ATRT (90.9%) (p<0.001). Degree of surgical resection did not affect compliance rates (GTR/NTR 71.0% vs. STR/biopsy 72.8%, p=0.45), even within the ependymoma subset (GTR/NTR 50.5% vs. STR/biopsy 38.1%, p=0.82). CONCLUSION Since the publication of the XX guidelines, the pediatric proton community has implemented more conservative brainstem constraints in all patients except those with ependymoma, irrespective of residual disease after surgery. Future work will evaluate if this change in practice is associated with decreased rates of brainstem toxicity
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