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  • 1
    Online Resource
    Online Resource
    Angle Publishing Co., Ltd. ; 2023
    In:  網際網路技術學刊 Vol. 24, No. 5 ( 2023-09), p. 1099-1111
    In: 網際網路技術學刊, Angle Publishing Co., Ltd., Vol. 24, No. 5 ( 2023-09), p. 1099-1111
    Abstract: 〈p〉Ontology is a core concept model in a knowledge graph which describes knowledge in the form of a graph. With the increase in knowledge graphs, the semantic relationships between concepts become more and more complex, which increases the difficulty of reserving its semantic integrity when storing it in a database. In this paper, we propose an ontology-to-graph database mapping method, which can reserve maximum semantic integrity and reduce redundant information simultaneously with high storage efficiency and query efficiency. In detail, the mapping method uses an anonymous class storage strategy to handle indefinite long nested structures, a multivariate functional relation storage strategy for multivariate semantic analysis, and an SWRL (Semantic Web Rule Language) storage strategy for disassembling inference structures. We develop an ontology-to-graph database prototype Neo4J4Onto to implement the mapping method. Experimental results show that our method achieves the maximum semantic integrity with the lowest complexity compared to the 6 baseline methods. Besides, compared to graphDB, Neo4J4Onto has better storage and query efficiency, and the concept models retrieved by Neo4J4Onto are more complete.〈/p〉 〈p〉 〈/p〉
    Type of Medium: Online Resource
    ISSN: 1607-9264 , 1607-9264
    Uniform Title: A Maximum Semantic Reservation Mapping Method Based on Ontology-to-graph Database
    Language: Unknown
    Publisher: Angle Publishing Co., Ltd.
    Publication Date: 2023
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  • 2
    Online Resource
    Online Resource
    Elsevier BV ; 2021
    In:  Chemical Engineering Journal Vol. 405 ( 2021-02), p. 126626-
    In: Chemical Engineering Journal, Elsevier BV, Vol. 405 ( 2021-02), p. 126626-
    Type of Medium: Online Resource
    ISSN: 1385-8947
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2021
    detail.hit.zdb_id: 241367-X
    detail.hit.zdb_id: 2012137-4
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  • 3
    Online Resource
    Online Resource
    Springer Science and Business Media LLC ; 2023
    In:  Aging Clinical and Experimental Research Vol. 35, No. 3 ( 2023-01-04), p. 639-647
    In: Aging Clinical and Experimental Research, Springer Science and Business Media LLC, Vol. 35, No. 3 ( 2023-01-04), p. 639-647
    Abstract: Elderly patients are susceptible to postoperative infections with increased mortality. Analyzing with a deep learning model, the perioperative factors that could predict and/or contribute to postoperative infections may improve the outcome in elderly. This was an observational cohort study with 2014 elderly patients who had elective surgery from 28 hospitals in China from April to June 2014. We aimed to develop and validate deep learning-based predictive models for postoperative infections in the elderly. 1510 patients were randomly assigned to be training dataset for establishing deep learning-based models, and 504 patients were used to validate the effectiveness of these models. The conventional model predicted postoperative infections was 0.728 (95% CI 0.688–0.768) with the sensitivity of 66.2% (95% CI 58.2–73.6) and specificity of 66.8% (95% CI 64.6–68.9). The deep learning model including risk factors relevant to baseline clinical characteristics predicted postoperative infections was 0.641 (95% CI 0.545–0.737), and sensitivity and specificity were 34.2% (95% CI 19.6–51.4) and 88.8% (95% CI 85.6–91.6), respectively. Including risk factors relevant to baseline variables and surgery, the deep learning model predicted postoperative infections was 0.763 (95% CI 0.681–0.844) with the sensitivity of 63.2% (95% CI 46–78.2) and specificity of 80.5% (95% CI 76.6–84). Our feasibility study indicated that a deep learning model including risk factors for the prediction of postoperative infections can be achieved in elderly. Further study is needed to assess whether this model can be used to guide clinical practice to improve surgical outcomes in elderly.
    Type of Medium: Online Resource
    ISSN: 1720-8319
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2023
    detail.hit.zdb_id: 2119282-0
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  • 4
    In: Journal of Diabetes, Wiley, Vol. 13, No. 6 ( 2021-06), p. 458-468
    Abstract: 既往研究提示月经初潮年龄与糖尿病风险有关。然而尚不清楚理想的心血管健康指标对月经初潮年龄与成年后糖尿病风险之间关系的影响。 方法 我们纳入全国多中心REACTION研究(中国2型糖尿病患者恶性肿瘤发生风险的流行病学研究)中121431名女性。糖尿病的诊断基于口服葡萄糖耐量试验和糖化血红蛋白测值。使用Logistic回归和乘法项交互作用分析理想的心血管健康指标在月经初潮年龄与糖尿病相关性之间的潜在交互作用。 结果 多变量校正后; 与月经初潮年龄14‐17岁者相比; 月经初潮年龄 〈 14岁和 〉  17岁组的糖尿病风险比值比(95%可信区间)分别为1.22(1.17‐1.28)和0.89(0.85‐0.93)。分层分析中; 在总胆固醇; 血压水平和月经初潮年龄与糖尿病风险之间存在显著的交互作用(交互作用P 值分别为 0.0091和0.0019)。在有≤3个理想的心血管健康指标的女性中观察到月经初潮年龄 〈 14岁与成年后糖尿病发生风险增加显著相关; 但在有4个或更多理想的心血管健康指标的女性中则没有观察到显著的风险增加(理想的心血管健康指标的数量与月经初潮年龄之间的交互作用P值 = 0.0001)。 结论 女性成年后患糖尿病的风险与月经初潮年龄呈负相关; 而这种关系或可因理想的心血管健康指标而改变。需进一步研究以阐明其中的相互关系以及研究结果的普遍性。
    Type of Medium: Online Resource
    ISSN: 1753-0393 , 1753-0407
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2021
    detail.hit.zdb_id: 2485432-3
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  • 5
    In: Journal of Diabetes, Wiley, Vol. 13, No. 11 ( 2021-11), p. 857-867
    Abstract: 胎次、流产和母乳喂养时间被认为与糖尿病风险相关, 但相关研究结果并不一致。此外, 尚无流行病学研究在同一人群中评估这些生育因素与糖尿病的相关性。本文旨在研究中国中老年女性的胎次、流产、母乳喂养时间与未来2型糖尿病风险之间的关系。 方法 本研究纳入REACTION(中国2型糖尿病患者肿瘤发生风险)研究中131174名年龄≥40岁的女性, 采用多元线性回归分析和logistic回归分析评估胎次、流产和母乳喂养时间与2型糖尿病风险之间的关系。 结果 胎次数和母乳喂养时间与空腹血糖、餐后2小时血糖、糖化血红蛋白及胰岛素抵抗的稳态模型评估呈正相关。与生育1胎的妇女相比, 未生育妇女或生育2胎或≥3胎的妇女患糖尿病的风险显著增加, 优势比(OR)和95%置信区间(CI)分别为1.27(1.10‐1.48)、1.17(1.12‐1.22)和1.28(1.21‐1.35)。与没有流产的女性相比, 经历2次(OR 1.09;95% CI, 1.04‐1.14)或≥3次流产(OR 1.11;95% CI, 1.04‐1.18)的女性, 糖尿病风险显著增加。 此外, 母乳喂养时间0 ~6个月(OR 0.82;95% CI, 0.75‐0.90)和6 ~12个月(OR 0.94;95% CI, 0.89‐0.99)的妇女, 糖尿病风险显著降低。 结论 未生育、多胎或不止一次流产的妇女糖尿病风险增加, 而母乳喂养0~12个月妇女, 糖尿病的风险较低。
    Type of Medium: Online Resource
    ISSN: 1753-0393 , 1753-0407
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2021
    detail.hit.zdb_id: 2485432-3
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  • 6
    In: British Journal of Anaesthesia, Elsevier BV, Vol. 120, No. 1 ( 2018-01), p. 146-155
    Type of Medium: Online Resource
    ISSN: 0007-0912
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2018
    detail.hit.zdb_id: 2011968-9
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  • 7
    In: Journal of Diabetes, Wiley, Vol. 13, No. 12 ( 2021-12), p. 949-959
    Abstract: 妊娠高血糖会增加以后患糖尿病的风险。然而,与妊娠高血糖相关的未来心血管疾病(Cardiovascular diseases, CVD)的风险仍然不确定。本研究旨在探讨妊娠高血糖对中国老年女性后续心血管疾病风险的影响及其可能的影响因素。 方法 我们在中国2型糖尿病患者恶性肿瘤发生风险的流行病学(REACTION)研究的老年妇女中开展了一项病例对照研究。研究纳入82名妊娠高血糖女性及410名按年龄和研究中心匹配的对照女性。心血管疾病信息(包括冠心病、中风和心肌梗死)通过调查员辅助的标准化问卷收集。 结果 有妊娠高血糖的女性更容易发生糖尿病 [比值比(Odd ratio, OR),2.51; 95%可信区间(Confidence interval, CI),1.50‐4.18] 和CVD(OR,1.98; 95%CI,1.05‐3.74)。即使没有进展为 2 型糖尿病,妊娠高血糖也与 CVD 风险增加相关(OR,2.88;95%CI,1.18‐7.00)。然而,亚组分析表明,与没有妊娠期高血糖或高血压的女性相比,同时有妊娠期高血糖和高血压的女性患心血管疾病的风险更高(OR,3.98;95%CI,1.65‐9.58),而CVD风险在单纯有妊娠高血糖的女性中没有显著变化(OR,2.15;95%CI,0.71‐6.57)。分层分析表明,在超重/肥胖、缺乏体力活动或饮食不健康的人群中,妊娠高血糖会显著增加CVD风险。 结论 在中国老年女性中,妊娠期高血糖与晚年 CVD 风险增加有关。这种关联与是否发展为糖尿病无关,而可能会受到生活方式和高血压的影响。
    Type of Medium: Online Resource
    ISSN: 1753-0393 , 1753-0407
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2021
    detail.hit.zdb_id: 2485432-3
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  • 8
    In: Environmental Research, Elsevier BV, Vol. 193 ( 2021-02), p. 110587-
    Type of Medium: Online Resource
    ISSN: 0013-9351
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2021
    detail.hit.zdb_id: 205699-9
    detail.hit.zdb_id: 1467489-0
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  • 9
    Online Resource
    Online Resource
    Frontiers Media SA ; 2021
    In:  Frontiers in Endocrinology Vol. 12 ( 2021-10-4)
    In: Frontiers in Endocrinology, Frontiers Media SA, Vol. 12 ( 2021-10-4)
    Abstract: Nationwide studies focusing on the impact of early-onset type 2 diabetes and obesity on the development of cardiovascular diseases (CVD) are limited in China. We aimed to investigate the association between age at diagnosis of type 2 diabetes and the risk of CVD, and to further examine the modifying effect of obesity on this association among Chinese adults. Methods This study included 23,961 participants with previously diagnosed diabetes from a large nationwide population-based cohort study across mainland China. With an interviewer-assisted questionnaire, we collected detailed information on CVDs. Logistic regression analysis was used to evaluate the risk of CVDs associated with age at diagnosis of diabetes. Results Compared with patients with late-onset diabetes (≥60 years), those with earlier-onset diabetes had increased risks for CVD, with adjusted ORs (95% CIs) of 1.72 (1.36-2.17), 1.52 (1.31-1.75) and 1.33 (1.19-1.48) for patients diagnosed aged & lt;40, 40-49 and 50-59 years, respectively. Each 5-year earlier age at diagnosis of type 2 diabetes was significantly associated with 14% increased risk of CVD (OR, 1.14; 95%CI, 1.11-1.18). This association was more prominent for patients with obesity than those with normal body mass index (BMI). Significant interaction was detected between age at diagnosis and BMI categories on CVD risk ( P for interaction=0.0457). Conclusion Early-onset type 2 diabetes was significantly associated with higher risk of CVD, and this association was more prominent among patients with obesity.
    Type of Medium: Online Resource
    ISSN: 1664-2392
    Language: Unknown
    Publisher: Frontiers Media SA
    Publication Date: 2021
    detail.hit.zdb_id: 2592084-4
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  • 10
    In: Journal of Marine Science and Engineering, MDPI AG, Vol. 10, No. 9 ( 2022-08-26), p. 1195-
    Abstract: Sargassum golden tides (GT) are common in numerous coastal areas all over the world, and it adversely affects local marine life. Eutrophication is critical for Sargassum GT development. However, its physiological and ecological mechanism remains unclear. To investigate the responses of drifting Sargassum horneri, the species causing GT in the western Pacific, to light and enriched nitrogen, we set three light conditions (Low-light (LL), 10 μmol photons m−2 s−1; Middle-light (ML), 60 μmol photons m−2 s−1; and High-light (HL), 300 μmol photons m−2 s−1) and three nitrogen conditions (Natural seawater, the final concentration of N was 31.8 μmol L−1, including 30.5 μmol L−1 of NO3− and 1.3 μmol L−1 of NH4+; Enrichment of NO3−, final concentration of N was 200 μmol L−1; and Enrichment of NH4+, the final concentration of N was 200 μmol L−1), and grew the thalli under varying conditions for 10 days before determining the growth and utilization of carbon and nitrogen. Based on the accumulated data, the elevated light level led to a higher growth rate of alga. In the LL culture, the higher capacity for carbon utilization, which was reflected by the higher maximum photosynthetic carbon fixation rate (Vmax), resulted in the elevated growth rates of thalli in the nitrogen-enriched media as compared with the natural seawater. Furthermore, a higher growth rate was found in the enrichment of NH4+ despite a low affinity for inorganic carbon indicated by a higher value of the half-saturation constant (K0.5). In the ML treatment, an insignificant difference in growth rate was found in three nitrogen cultures, except for a slight increase in the enrichment of NH4+ than the enrichment of NO3−. In the HL treatment, compared with natural seawater culture, enrichment of NO3− or NH4+ accelerated the growth of alga, with no significant difference between the two nitrogen sources. Such enhancement in growth was related to the more photosynthetic carbon fixation, indicated by the higher value of Vmax and soluble carbohydrates content of alga cultured with NO3− and NH4+ enrichments. Additionally, the uptake and assimilation products of nitrogen, such as pigments and soluble proteins, remained unaffected by nitrogen source enrichment of NO3− or NH4+ at all three light levels. In conclusion, enrichment of NO3− and NH4+ exhibited different influences on the growth of S. horneri at different light levels, which was mainly associated with the capacity and efficiency of photosynthetic carbon utilization. At the HL level, both the enrichment of NO3− and NH4+ dramatically accelerate the growth of alga by stimulating the photosynthetic carbon fixation. Accordingly, we speculated that drifting S. horneri, exposed to HL level on the surface of the sea, were likely to develop rapidly to form GT in eutrophic oceanic areas with upwelled and river plume NO3− or NH4+ nutrients.
    Type of Medium: Online Resource
    ISSN: 2077-1312
    Language: English
    Publisher: MDPI AG
    Publication Date: 2022
    detail.hit.zdb_id: 2738390-8
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