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基于STFT-NRS和卷积神经网络的滚动轴承故障诊断
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作者 李雨菲 张锦丹 +1 位作者 闫莉 杨丽丽 《自动化与仪表》 2026年第1期87-91,96,共6页
针对传统轴承故障诊断方法实时性不足的问题,该文提出一种结合短时傅里叶变换与归一化残差收缩(STFT-NRS)和卷积神经网络(CNN)的智能诊断方法。该方法首先利用STFT将振动信号转换为时频图谱,构建故障特征矩阵;进而通过NRS技术进行多维... 针对传统轴承故障诊断方法实时性不足的问题,该文提出一种结合短时傅里叶变换与归一化残差收缩(STFT-NRS)和卷积神经网络(CNN)的智能诊断方法。该方法首先利用STFT将振动信号转换为时频图谱,构建故障特征矩阵;进而通过NRS技术进行多维度预处理,以抑制噪声并增强故障特征;最后将优化特征输入改进型CNN进行端到端训练,通过超参数动态调整实现模型优化。在凯斯西储大学轴承数据集上的实验表明,所提方法平均诊断准确率较传统方法提升1.25%。该研究实现了从人工特征提取到自动特征学习的跨越,为工业装备智能运维提供了高效故障诊断方案。 展开更多
关键词 滚动轴承 故障诊断 短时傅里叶变换 归一化-残差分析-样条插值(nrs) 卷积神经网络(CNN)
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Comparative Study on the Efficacy and Safety of Faricimab and Conbercept in the Treatment of Diabetic Macular Edema
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作者 Xiaoqin Zhao Jie Wang 《Journal of Clinical and Nursing Research》 2026年第1期387-393,共7页
Objective:To compare the clinical efficacy and safety of intravitreal injection of faricimab and conbercept in the treatment of diabetic macular edema(DME).Methods:A total of 50 patients diagnosed with DME in our hosp... Objective:To compare the clinical efficacy and safety of intravitreal injection of faricimab and conbercept in the treatment of diabetic macular edema(DME).Methods:A total of 50 patients diagnosed with DME in our hospital from January 2023 to May 2025 were selected and randomly divided into an observation group and a control group,with 25 cases in each group,using a random number table method.The observation group received intravitreal injection of faricimab,while the control group received intravitreal injection of conbercept.Both groups adopted a loading phase plus maintenance phase treatment regimen.The best-corrected visual acuity(BCVA,expressed in logMAR)and central subfield thickness(CST)of the two groups were compared before treatment and at 1,3,and 6 months after treatment,and the incidence of adverse events during treatment was recorded.Results:The logMAR BCVA in the observation group was lower than that in the control group at 3 and 6 months after treatment(both p<0.05).The CST in the observation group was smaller than that in the control group at 1,3,and 6 months after treatment(all p<0.05).There was no statistically significant difference in the overall incidence of adverse events between the two groups(χ^(2)=0.189,p=0.663).Conclusion:Both intravitreal injections of faricimab and conbercept are effective in improving visual acuity and reducing macular edema in patients with DME,with good safety profiles.However,faricimab demonstrates superior efficacy in the medium to long term(3 and 6 months)compared to conbercept,making it more suitable for long-term treatment of patients with DME. 展开更多
关键词 Diabetic macular edema Faricimab Conbercept Intravitreal injection EFFICACY safety
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Inclusive leadership and authenticity at work among South African professionals of colour:The role of psychological safety and gender
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作者 Waseemah Patel Laura Lorente Felipe Bravo-Duarte 《Journal of Psychology in Africa》 2026年第1期89-95,共7页
This study examined the relationship between inclusive leadership and authenticity at work in racial minority groups of South Africa,taking into account the mediating role of psychological safety and the moderator rol... This study examined the relationship between inclusive leadership and authenticity at work in racial minority groups of South Africa,taking into account the mediating role of psychological safety and the moderator role of gender,in that relationship.The sample was composed of 94 employees predominantly working in the professional services sector from South Africa(41.5%females;mean age=37.1),who self-identified as racial minority groups(coloured/black/Indian).Results indicate that inclusive leadership has no direct effect on authenticity at work;however,psychological safety fully mediates this relationship.Regarding the moderation effect of gender,results showed that males are more likely to diminish their self-alienation(a specific component of authenticity at work)when levels of psychological safety are higher.These results are consistent with Social Identity Theory,which posits that individuals derive part of their self-concept from their membership in social groups.In contexts where inclusive leadership fosters psychological safety,individuals(particularly men in traditionally male-dominated work environments)may feel a stronger sense of belonging and group identity,which in turn enhances their willingness to express their authentic selves and reduces self-alienation.Practical implications for companies include the need to improve leadership styles to foster more of an inclusive and psychologically safe culture,where minority groups can be authentic and flourish. 展开更多
关键词 Inclusive leadership psychological safety authenticity at work minority groups GENDER
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Sensitivity analysis of rod rearrangement in criticality safety for PWR fuel assemblies under transportation accidents
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作者 Xin‑Ling Dai De‑Chang Cai +1 位作者 Yan‑Min Zhang Jin Cai 《Nuclear Science and Techniques》 2026年第1期263-282,共20页
To ensure the safe transportation of radioactive materials,numerous countries have established specific standards.For the transfer of fissile materials,it is imperative that the material within the packaging remains i... To ensure the safe transportation of radioactive materials,numerous countries have established specific standards.For the transfer of fissile materials,it is imperative that the material within the packaging remains in a subcritical state during routine,normal,and accidental transport conditions.In the event of an accident,the rods within the storage tank may become rearranged,introducing uncertainty that must be accounted for to ensure that criticality analysis results are conservative.Historically,this uncertainty was addressed overly conservatively due to limited research on non-uniform arrangement scenarios,which proved unsuitable for criticality safety analysis of spent fuel packages.This paper introduced three distinct methods to non-uniformly rearrange fuel rods—Uniform Arrangement by Blocks,Layer-by-Layer Determination,and Birdcage Deformation—and meticulously evaluates the influences of rod rearrangement on the effective multiplication factor of neutrons,k eff,utilizing the Monte Carlo method.Ultimately,this study presents a holistic method capable of encompassing the entire spectrum of potential effects stemming from the rearrangement of fuel rods during rods mispositioning accident.By augmenting the safety margin,this approach proves to be adeptly suited for the criticality safety analysis of nuclear fuel transport containers. 展开更多
关键词 Criticality safety analysis Fuel transports Rods mispositioning accident Non-uniform arrangement
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智能浪潮下的航运新图景——从SAFETY4SEA奖项看智能技术的突破与未来
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作者 王思佳 《中国船检》 2026年第1期62-67,共6页
近日,全球航运业权威媒体SAFETY4SEA正式发布2025年度SMART4SEA-EUROPORT奖项获奖名单,旨在表彰那些推动航运业向智能化、可持续化方向转型的卓越成就与创新成果,为行业技术发展树立标杆。让我们通过对各领域获奖解决方案的深度透视,探... 近日,全球航运业权威媒体SAFETY4SEA正式发布2025年度SMART4SEA-EUROPORT奖项获奖名单,旨在表彰那些推动航运业向智能化、可持续化方向转型的卓越成就与创新成果,为行业技术发展树立标杆。让我们通过对各领域获奖解决方案的深度透视,探寻行业智能技术的突破与未来趋势。 展开更多
关键词 可持续化 智能技术 safety4SEA 智能化 SMART4SEA-EUROPORT
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Effectiveness and Safety of Lenvatinib and Everolimus after Immune Checkpoint Inhibitors in Metastatic Renal Cell Cancer:A Systematic Review
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作者 Giacomo Iovane Luca Traman +5 位作者 Michele Maffezzoli Giuseppe Fornarini Domenico Corradi Debora Guareschi Matteo Santoni Sebastiano Buti 《Oncology Research》 2026年第1期57-70,共14页
Background:While the treatment of metastatic renal cell carcinoma(mRCC)is evolving due to immune checkpoint inhibitors(ICIs),optimal strategies for later lines of therapy have yet to be defined.The combination of lenv... Background:While the treatment of metastatic renal cell carcinoma(mRCC)is evolving due to immune checkpoint inhibitors(ICIs),optimal strategies for later lines of therapy have yet to be defined.The combination of lenvatinib and everolimus represents a viable option,and the present review aimed to summarize its activity,effectiveness,and safety.Methods:A systematic review of the literature was conducted using PubMed,targeting studies published between 2018 and 2025.Eligible studies included English-language prospective and retrospective trials reporting survival outcomes in mRCC patients treated with lenvatinib and everolimus after at least one ICI-containing regimen.Results:Nine studies met the inclusion criteria,encompassing a total of 441 patients.The lenvatinib and everolimus combination was primarily used in the third and subsequent lines of therapy.Median overall survival ranged from 7.5 to 24.5 months,while median progression-free survival was more consistent,between 6.1 and 6.7 months,except for one study reporting 12.9 months.Objective response rates varied widely(14.0%–55.7%).Adverse events of grade≥3 did not exceed the expected rate,with diarrhoea and proteinuria as the most reported events.Dose reductions and treatment discontinuations due to toxicity occurred but were generally lower than in prior pivotal trials.Conclusions:Real-world evidence suggests that lenvatinib and everolimus represent an effective and safe option after ICI failure in mRCC patients.Nevertheless,the lack of randomized phase III trials and the heterogeneity of existing studies highlight the need for more robust prospective research to guide post-ICI therapeutic strategies. 展开更多
关键词 Metastatic renal cell carcinoma(mRCC) immune checkpoint inhibitors(ICIs) lenvatinib EVEROLIMUS EFFECTIVENESS safety systematic review
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Safety and oncologic outcomes of open versus minimally invasive distal pancreatectomy for resectable pancreatic body and tail cancer
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作者 Hajime Imamura Tomohiko Adachi +5 位作者 Ayaka Kinoshita Takashi Hamada Hajime Matsushima Takanobu Hara Akihiko Soyama Susumu Eguchi 《Hepatobiliary & Pancreatic Diseases International》 2026年第1期83-90,共8页
Background:Minimally invasive distal pancreatectomy(MIDP)is increasingly being used,although its oncologic safety for pancreatic ductal adenocarcinoma(PDAC)remains controversial.In Japan,MIDP for PDAC has limited endo... Background:Minimally invasive distal pancreatectomy(MIDP)is increasingly being used,although its oncologic safety for pancreatic ductal adenocarcinoma(PDAC)remains controversial.In Japan,MIDP for PDAC has limited endorsement due to insufficient data.This study aimed to compare the perioperative and long-term outcomes of open distal pancreatectomy(ODP)and MIDP for PDAC.Methods:We retrospectively analyzed patients with resectable pancreatic body and tail cancer treated with ODP or MIDP(laparoscopic or robotic)between January 2007 and July 2022.The surgical procedures(ODP and MIDP)were compared and the patient characteristics,perioperative outcomes,and long-term outcomes were analyzed.We also compared the outcomes of patients with neoadjuvant chemotherapy(NAC)and without NAC.Results:A total of 72 distal pancreatectomies were performed(37 ODPs and 35 MIDPs).In the upfront group,MIDP resulted in significantly less blood loss than ODP(P<0.01),despite similar operative time.There was no statistically significant difference in the 2-year recurrence-free survival(RFS)rates between ODP and MIDP(39.7%vs.57.8%,P=0.60)or in the overall survival(OS)rates(66.7%vs.74.1%,P=0.43).Similarly,in the NAC group,MIDP resulted in significantly less blood loss than ODP(P=0.01);ODP and MIDP had similar 2-year RFS rates(41.7%and 60.0%,P=0.75)and OS rates(50.0%and 70.0%,P=0.36).The interval from surgery to adjuvant chemotherapy initiation did not significantly differ between the ODP and MIDP subgroups in both the upfront group(P=0.13)and the NAC group(P=0.14).The incidence of recurrence was 64.8%for ODP and 42.8%for MIDP(P=0.06).Both procedures showed similar distributions of local and distant recurrence.Conclusions:MIDP caused less blood loss and had similar oncologic safety compared with ODP.MIDP could become a feasible,minimally invasive option with sufficient oncologic safety for pancreatic body and tail cancers. 展开更多
关键词 Pancreatic body cancer Pancreatic tail cancer Minimally invasive pancreatectomy Laparoscopic distal pancreatectomy Robotic distal pancreatectomy Oncologic safety
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Preclinical safety and efficacy evaluation of the intrathecal transplantation of GMP-grade human umbilical cord mesenchymal stem cells for ischemic stroke
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作者 Zejia Huang Jiaohua Jiang +6 位作者 Qingxia Peng Mengzhi Jin Yakun Dong Xuejia Li Ermei Luo Haijia Chen Yidong Wang 《Neural Regeneration Research》 2026年第3期1172-1182,共11页
Intrathecal administration of human umbilical cord mesenchymal stem cells may be a promising approach for the treatment of stroke,but its safety,effectiveness,and mechanism remain to be elucidated.In this study,good m... Intrathecal administration of human umbilical cord mesenchymal stem cells may be a promising approach for the treatment of stroke,but its safety,effectiveness,and mechanism remain to be elucidated.In this study,good manufacturing practice-grade human umbilical cord mesenchymal stem cells(5×105 and 1×106 cells)and saline were administered by cerebellomedullary cistern injection 72 hours after stroke induced by middle cerebral artery occlusion in rats.The results showed(1)no significant difference in mortality or general conditions among the three groups.There was no abnormal differentiation or tumor formation in various organs of rats in any group.(2)Compared with saline-treated animals,those treated with human umbilical cord mesenchymal stem cells showed significant functional recovery and reduced infarct volume,with no significant differences between different human umbilical cord mesenchymal stem cell doses.(3)Human umbilical cord mesenchymal stem cells were found in the ischemic brain after 14 and 28 days of follow-up,and the number of positive cells significantly decreased over time.(4)Neuronal nuclei expression in the human umbilical cord mesenchymal stem cell group was greater than that in the saline group,while glial fibrillary acidic protein and ionized calcium binding adaptor molecule 1 expression levels decreased.(5)Human umbilical cord mesenchymal stem cell treatment increased the number of CD31+microvessels and doublecortin-positive cells after ischemic stroke.Human umbilical cord mesenchymal stem cells also upregulated the expression of CD31+/Ki67+.(6)At 14 days after intrathecal administration,brain-derived neurotrophic factor expression in the peri-infarct area and the concentrations of brain-derived neurotrophic factor in the cerebrospinal fluid in both human umbilical cord mesenchymal stem cell groups were significantly greater than those in the saline group and persisted until the 28th day.Taken together,these results indicate that the intrathecal administration of human umbilical cord mesenchymal stem cells via cerebellomedullary cistern injection is safe and effective for the treatment of ischemic stroke in rats.The mechanisms may include alleviating the local inflammatory response in the peri-infarct region,promoting neurogenesis and angiogenesis,and enhancing the production of neurotrophic factors. 展开更多
关键词 ANGIOGENESIS brain-derived neurotrophic factor efficacy human umbilical cord mesenchymal stem cells intrathecal transplantation ischemic stroke neural cell NEUROGENESIS safety
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C反应蛋白与白蛋白比值联合NRS2002评分对高血压脑出血患者短期预后的预测价值 被引量:7
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作者 李蒙 付三仙 +3 位作者 王素凡 周力为 梁锐 吕全军 《郑州大学学报(医学版)》 北大核心 2025年第1期106-109,共4页
目的:探讨C反应蛋白与白蛋白比值(CAR)联合营养风险筛查常用量表评分(NRS2002评分)对高血压脑出血患者短期预后的预测价值。方法:选取2023年1至10月郑州大学第一附属医院收治的294例高血压脑出血患者为研究对象,根据发病90 d内的生存情... 目的:探讨C反应蛋白与白蛋白比值(CAR)联合营养风险筛查常用量表评分(NRS2002评分)对高血压脑出血患者短期预后的预测价值。方法:选取2023年1至10月郑州大学第一附属医院收治的294例高血压脑出血患者为研究对象,根据发病90 d内的生存情况分为生存组(n=223)和死亡组(n=71)。采用Logistic回归分析筛选高血压脑出血患者短期预后的危险因素,通过ROC曲线下面积(AUC)评价CAR、NRS2002评分及CAR联合NRS2002评分对高血压脑出血患者短期预后的预测效能。结果:Logistic回归分析显示,CAR和NRS2002评分是高血压脑出血患者预后的危险因素[OR(95%CI)分别为1.212(1.026~1.432)、1.510(1.233~1.849),P<0.05]。CAR联合NRS2002评分预测高血压脑出血患者短期预后的方程为Y=-3.242+0.412×NRS2002+0.192×CAR,预测短期预后的AUC(95%CI)为0.711(0.639~0.782),敏感度和特异度分别为0.648、0.709。结论:CAR联合NRS2002评分预测高血压脑出血患者短期预后具有一定的价值。 展开更多
关键词 C反应蛋白与白蛋白比值 nrs2002评分 高血压脑出血 短期预后
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骨质疏松性椎体压缩骨折患者术前NRS 2002营养不良风险评估及影响因素分析
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作者 倪国玉 白天宇 +3 位作者 金凤 孟海 林吉生 费琦 《临床和实验医学杂志》 2025年第9期937-940,共4页
目的调查骨质疏松性椎体压缩骨折(OVCF)患者经皮椎体成形术(PVP)术前的营养状况,分析营养不良患者的临床危险因素。方法纳入2023年5月至2023年12月首都医科大学附属北京友谊医院骨科收治的129例计划接受PVP手术的OVCF患者进行横断面研究... 目的调查骨质疏松性椎体压缩骨折(OVCF)患者经皮椎体成形术(PVP)术前的营养状况,分析营养不良患者的临床危险因素。方法纳入2023年5月至2023年12月首都医科大学附属北京友谊医院骨科收治的129例计划接受PVP手术的OVCF患者进行横断面研究,进行营养风险筛查2002(NRS 2002)营养风险评估。收集患者人口统计数据,计算患者体重指数,收集其生活方式信息、心理量表评分、手术史、手术资料等相关数据,计算NRS 2002评分下的营养不良风险总体发生率。采用单因素分析和多因素Logistic回归分析探讨NRS 2002评分中营养不良风险的影响因素。结果共纳入129例接受PVP手术的OVCF患者,其中女性103例(79.84%),男性26例(20.16%);年龄48~98岁,平均年龄为(74.71±9.13)岁;中年(41~65岁)20例(15.5%)和老年(>65岁)109例(84.5%)。71例患者NRS 2002得分≥3分,营养不良风险发生率为55.04%。按照NRS 2002得分将129例OVCF患者分为营养不良风险组(n=71)和营养良好组(n=58)。单因素分析结果显示,营养不良风险组与营养良好组患者的年龄、年龄分段、体重指数比较,差异均有统计学意义(P<0.05);营养不良风险组与营养良好组的性别、合并症、手术史、吸烟史、饮酒史、心理状态比较,差异均无统计学意义(P>0.05)。多因素Logistic回归分析结果显示,年龄(OR=1.141,95%CI:1.086~1.206;P<0.001)和体重指数(OR=0.873,95%CI:0.778~0.981;P=0.023)均是营养不良风险的影响因素。结论OVCF患者营养不良风险的发生率较高,年龄和体重指数是NRS 2002评分下营养不良风险的影响因素。 展开更多
关键词 骨质疏松 骨折 压缩性 椎体成形术 营养不良 营养风险筛查2002 年龄 体重指数
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吉林市某三甲医院老年髋部骨折患者NRS营养评估研究
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作者 高德萱 《中国地方病防治》 2025年第4期314-315,共2页
目的本文通过前瞻性队列研究,探讨NRS 2002营养评估对老年髋部骨折患者术后营养状况及生活质量的临床影响。方法对吉林市某三甲医院近1年收治的≥65岁老年髋部骨折患者进行NRS 2002营养评估,根据评分将患者分为营养风险组与无风险组,分... 目的本文通过前瞻性队列研究,探讨NRS 2002营养评估对老年髋部骨折患者术后营养状况及生活质量的临床影响。方法对吉林市某三甲医院近1年收治的≥65岁老年髋部骨折患者进行NRS 2002营养评估,根据评分将患者分为营养风险组与无风险组,分别给予个体化营养支持方案和常规膳食指导。观察术前、术后1周、术后1个月、术后3个月的营养指标、术后并发症、功能恢复及生活质量相关指标。结果结果表明,NRS≥3分是老年髋部骨折不良预后的独立预测因子,早期基于NRS的营养干预显著改善患者术后全身状态及生活自理能力。结论NRS 2002营养评估对老年髋部骨折患者有重要的评估意义。 展开更多
关键词 老年髋部骨折 nrs 2002 营养评估 术后营养状况 生活质量
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On large language models safety,security,and privacy:A survey 被引量:3
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作者 Ran Zhang Hong-Wei Li +2 位作者 Xin-Yuan Qian Wen-Bo Jiang Han-Xiao Chen 《Journal of Electronic Science and Technology》 2025年第1期1-21,共21页
The integration of artificial intelligence(AI)technology,particularly large language models(LLMs),has become essential across various sectors due to their advanced language comprehension and generation capabilities.De... The integration of artificial intelligence(AI)technology,particularly large language models(LLMs),has become essential across various sectors due to their advanced language comprehension and generation capabilities.Despite their transformative impact in fields such as machine translation and intelligent dialogue systems,LLMs face significant challenges.These challenges include safety,security,and privacy concerns that undermine their trustworthiness and effectiveness,such as hallucinations,backdoor attacks,and privacy leakage.Previous works often conflated safety issues with security concerns.In contrast,our study provides clearer and more reasonable definitions for safety,security,and privacy within the context of LLMs.Building on these definitions,we provide a comprehensive overview of the vulnerabilities and defense mechanisms related to safety,security,and privacy in LLMs.Additionally,we explore the unique research challenges posed by LLMs and suggest potential avenues for future research,aiming to enhance the robustness and reliability of LLMs in the face of emerging threats. 展开更多
关键词 Large language models Privacy issues safety issues Security issues
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Analgesic effect and safety of dexmedetomidine-assisted intravenous-inhalation combined general anesthesia in laparoscopic minimally invasive inguinal hernia surgery 被引量:3
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作者 Qian-Xing Lou Ke-Ping Xu 《World Journal of Gastrointestinal Surgery》 2025年第3期161-170,共10页
BACKGROUND Currently,very few studies have examined the analgesic effectiveness and safety of dexmedetomidine-assisted intravenous-inhalation combined general anesthesia in laparoscopic minimally invasive surgery for ... BACKGROUND Currently,very few studies have examined the analgesic effectiveness and safety of dexmedetomidine-assisted intravenous-inhalation combined general anesthesia in laparoscopic minimally invasive surgery for inguinal hernia.AIM To investigate the analgesic effect and safety of dexmedetomidine-assisted intravenous-inhalation combined general anesthesia in laparoscopic minimally invasive surgery for inguinal hernia.METHODS In this retrospective study,94 patients scheduled for laparoscopic minimally invasive surgery for inguinal hernia,admitted to Yiwu Central Hospital between May 2022 and May 2023,were divided into a control group(inhalation combined general anesthesia)and a treatment group(dexmedetomidine-assisted intrave-nous-inhalation combined general anesthesia).Perioperative indicators,analgesic effect,preoperative and postoperative 24-hours blood pressure(BP)and heart rate(HR),stress indicators,immune function levels,and adverse reactions were com-pared between the two groups.RESULTS Baseline data,including age,hernia location,place of residence,weight,monthly income,education level,and underlying diseases,were not significantly different between the two groups,indicating comparability(P>0.05).No significant difference was found in operation time and anesthesia time between the two groups(P>0.05).However,the treatment group exhibited a shorter postoperative urinary catheter removal time and hospital stay than the control group(P<0.05).Preoperatively,no significant differences were found in the visual analog scale(VAS)scores between the two groups(P>0.05).However,at 12,18,and 24 hours postoper-atively,the treatment group had significantly lower VAS scores than the control group(P<0.05).Although no significant differences in preoperative hemodynamic indicators were found between the two groups(P>0.05),both groups experienced some extent of changes in postoperative HR,diastolic BP(DBP),and systolic BP(SBP).Nevertheless,the treatment group showed smaller changes in HR,DBP,and SBP than the control group(P<0.05).Preoperative immune function indicators showed no significant differences between the two groups(P>0.05).However,postoperatively,the treatment group demonstrated higher levels of CD3+,CD4+,and CD4+/CD8+and lower levels of CD8+than the control group(P<0.05).The rates of adverse reactions were 6.38%and 23.40%in the treatment and control groups,respectively,revealing a significant difference(χ2=5.371,P=0.020).CONCLUSION Dexmedetomidine-assisted intravenous-inhalation combined general anesthesia can promote early recovery of patients undergoing laparoscopic minimally invasive surgery for inguinal hernia.It ensures stable blood flow,improves postoperative analgesic effects,reduces postoperative pain intensity,alleviates stress response,improves immune function,facilitates anesthesia recovery,and enhances safety. 展开更多
关键词 DEXMEDETOMIDINE Intravenous-inhalation combined general anesthesia Inguinal hernia Laparoscopic minimally invasive surgery Analgesia safety
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Next Frontiers of Aviation Safety:System-of-Systems Safety 被引量:1
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作者 Daqing Li Anzhuo Yao +6 位作者 Kaifeng Feng Hang Zhou Ruixin Wang Ming Cheng Hang Li Dongfang Wang Shuiting Ding 《Engineering》 2025年第9期262-277,共16页
With the anticipated growth in air traffic complexity in the coming years,future civil aviation transportation system(CATS)is transforming into a complex cyber–physical–social system,surpassing all previous experien... With the anticipated growth in air traffic complexity in the coming years,future civil aviation transportation system(CATS)is transforming into a complex cyber–physical–social system,surpassing all previous experiences in the history of civil aviation safety management.Therefore,a new safety concept based on a system-of-systems(SoS)perspective is proposed for the next-generation aviation.This article begins by elucidating the complexity of existing aviation risks and emphasizing the necessity for an updated safety concept.It then presents the challenges of current safety management and potential solutions from the new SoS perspective.To address future risks,the concept of SoS safety is introduced with the inspiration of the human immune system in terms of capability,logic,and architecture,which can serve as a guiding framework and methodology for safety engineering in complex large-scale CATS.This concept indicates the transition from“process and outcome-oriented”to“capability-oriented”intelligent safety management.Our research highlights the development directions and potential technological areas that need to be addressed at different stages of SoS safety.The integration of SoS design and operation through rapid iterations enabled by artificial intelligence(AI)will ultimately achieve endogenous SoS safety. 展开更多
关键词 Aviation safety management System-of-systems Complex system Immune system
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Next-generation battery safety management:Machine learning assisted life-time prediction and performance enhancement 被引量:1
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作者 Lei Wang Yong Qiu +2 位作者 Wenchuang Yuan Yun Tian Zhen Zhou 《Journal of Energy Chemistry》 2025年第10期726-739,共14页
Batteries play a crucial role in the storage and application of sustainable energy,yet their inherent safety risks are non-negligible.Traditional monitoring methods often suffer from high costs,time consumption,and li... Batteries play a crucial role in the storage and application of sustainable energy,yet their inherent safety risks are non-negligible.Traditional monitoring methods often suffer from high costs,time consumption,and limited scalability,making it increasingly difficult to meet the evolving demands of modern society.In this context,recent advancements in machine learning technology have emerged as a promising solution for predicting and monitoring battery states,offering innovative approaches to battery management systems(BMS).By transforming raw operational data into actionable insights,machine learning has shifted the paradigm from reactive to predictive battery safety management,significantly enhancing system reliability and risk mitigation capabilities.This review delves into the implementation of machine learning in battery state prediction,including dataset selection,feature extraction,and model training.It also highlights the latest progress of these models in key applications such as state of health(SOH),state of charge(SOC),thermal runaway warning,fault detection,and remaining useful life(RUL).Finally,we critically examined the challenges and opportunities associated with leveraging machine learning to improve battery safety and performance,providing a comprehensive perspective for future research in this rapidly advancing field. 展开更多
关键词 Machine learning Battery safety State prediction
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Efficacy and safety of sintilimab combined with nab-paclitaxel plus S-1 for neoadjuvant treatment of locally advanced gastric cancer 被引量:1
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作者 Qiu-Xian Chen Yong-Bin Zhang +9 位作者 Wei-Ming Zeng Yi-Chen Cai Chen-Bin Lv Ming-Qiao Lian Rong-Jie Huang Ming-Jie Lian Wei-Long Lian Qian-Hui Xu Yu-Qin Sun Li-Sheng Cai 《World Journal of Gastrointestinal Surgery》 2025年第6期66-77,共12页
BACKGROUND Gastric cancer is a leading global cause of cancer mortality,with poor survival in locally advanced stages.While immune checkpoint inhibitors(ICIs)like sintilimab have improved outcomes in advanced disease,... BACKGROUND Gastric cancer is a leading global cause of cancer mortality,with poor survival in locally advanced stages.While immune checkpoint inhibitors(ICIs)like sintilimab have improved outcomes in advanced disease,their role as neoadjuvant therapy remains understudied.This study investigates sintilimab combined with nabpaclitaxel/S-1 as preoperative treatment for locally advanced gastric cancer(LAGC),addressing an unmet need for effective neoadjuvant strategies.AIM To explore the efficacy and safety of combination treatment with sintilimab and nab-paclitaxel plus S-1 as neoadjuvant therapy for LAGC.METHODS Clinical data from 82 patients diagnosed with LAGC,who underwent preoperative treatment and surgery between April 2020 and December 2022,were included.Patients were divided into 2 groups according to treatment regimen:ICI(sintilimab+nab-paclitaxel+S-1);and non-ICI(nab-paclitaxel+S-1).Imaging and pathological efficacy,intra-and postoperative conditions,molecular subtypes,short-term survival outcomes,and safety were compared between the 2 groups.RESULTS Imaging evaluation of therapeutic efficacy revealed that the inclusion of ICI yielded a significantly higher complete response rate(13.2%vs 0.0%;P=0.048),and objective response rate(69.8%vs 31.0%,P=0.001)compared with non-ICI treatment.Pathological evaluation revealed that the ICI group exhibited a significantly higher pathological complete response rate(13.2%vs 0.0%;P=0.048)and major pathological response rate(35.8%vs 13.8%;P=0.041)than those in the non-ICI group.The two-year disease-free survival rate in the ICI group was greater than that in the non-ICI group(83.0%vs 55.2%;P=0.043).The use of ICI did not increase the incidence of adverse reactions(47.2%vs 41.4%;P=0.614)or perioperative adverse events(18.9%vs 13.8%;P=0.761).CONCLUSION The combination of sintilimab with nab-paclitaxel+S-1 for neoadjuvant treatment of LAGC improved efficacy in patients without increasing adverse drug reactions and perioperative adverse events,suggesting that this treatment regimen is safe and feasible. 展开更多
关键词 Gastric cancer Neoadjuvant therapy Immune checkpoint inhibitor Efficacy safety
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Efficacy and safety of transcatheter arterial chemoembolization combined with microwave ablation for hepatic hemangiomas(>5 cm) 被引量:1
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作者 Jia-Peng Sun Kang Zhou +4 位作者 Jie Pan Ning Yang Xiao-Nan Sun Hai-Tao Zhao Xiao-Bo Yang 《World Journal of Gastroenterology》 2025年第28期51-65,共15页
BACKGROUND Hepatic hemangiomas represent the most prevalent benign liver tumors.Surgical management of large symptomatic hepatic hemangiomas remains controversial and there is an increasing interest in minimally invas... BACKGROUND Hepatic hemangiomas represent the most prevalent benign liver tumors.Surgical management of large symptomatic hepatic hemangiomas remains controversial and there is an increasing interest in minimally invasive techniques,such as transcatheter arterial chemoembolization(TACE)and microwave ablation(MWA).AIM To evaluate the efficacy and safety of TACE combined with MWA for large hepatic hemangiomas.METHODS This retrospective cohort study was conducted at Peking Union Medical College Hospital between January 2015 and January 2024.Eighty-two patients with hepatic hemangiomas>5 cm were divided into two groups:Observation(TACE+MWA,n=50)and control(TACE,n=32).Tumor diameter and treatment outcomes were evaluated at baseline,12 months,and>3 years.Appropriate statistical tests were chosen based on the type and distribution of the data.RESULTS At baseline,the median tumor diameter was 8.3(range:5.0-19.2)cm in the observation group and 8.5(range:5.0-20.0)cm in the control group.The median follow up duration was 44.6(95%confidence interval:36.7-52.5)months.At 12 months post-treatment,the observation group demonstrated a higher tumor reduction ratio compared to the control group(50.98%vs 23.28%,respectively;P<0.001).The objective response rate was 93.94%in the observation group,which was significantly higher than that in the control group(33.33%)(P<0.001).No recurrence occurred in the observation group,while one case occurred in the control group.Notably,no cases of hemoglobinuria or acute kidney injury were reported in the observation group.CONCLUSION Combination treatment enhances tumor shrinkage,promotes long-term tumor control,and reduces the complications associated with MWA,thereby presenting a promising alternative to surgical resection. 展开更多
关键词 Hepatic hemangioma Transcatheter arterial chemoembolization Microwave ablation Interventional treatment safety LIVER
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Preparation of spherical HMX@PDA-based PBX by co-axial droplet microfluidic technology:Enhancing the interfacial effect and safety performance of composite microspheres 被引量:1
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作者 Yunyan Guo Yi Liu +6 位作者 Jiani Xie Jiawei Li Fan Wang Jinshan Lei Chongwei An Zhongliang Ma Bidong Wu 《Defence Technology(防务技术)》 2025年第3期73-83,共11页
Surface engineering plays a crucial role in improving the performance of high energy materials,and polydopamine(PDA)is widely used in the field of energetic materials for surface modification and functionalization.In ... Surface engineering plays a crucial role in improving the performance of high energy materials,and polydopamine(PDA)is widely used in the field of energetic materials for surface modification and functionalization.In order to obtain high-quality HMX@PDA-based PBX explosives with high sphericity and a narrow particle size distribution,composite microspheres were prepared using co-axial droplet microfluidic technology.The formation mechanism,thermal behavior,mechanical sensitivity,electrostatic spark sensitivity,compressive strength,and combustion performance of the microspheres were investigated.The results show that PDA can effectively enhance the interfacial interaction between the explosive particles and the binder under the synergistic effect of chemical bonds and the physical"mechanical interlocking"structure.Interface reinforcement causes the thermal decomposition temperature of the sample microspheres to move to a higher temperature,with the sensitivity to impact,friction,and electrostatic sparks(for S-1)increasing by 12.5%,31.3%,and 81.5%respectively,and the compressive strength also increased by 30.7%,effectively enhancing the safety performance of the microspheres.Therefore,this study provides an effective and universal strategy for preparing high-quality functional explosives,and also provides some reference for the safe use of energetic materials in practical applications. 展开更多
关键词 Droplet microfluidic technology Interfacial reinforcement safety performance Surface modification POLYDOPAMINE HMX
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Efficacy and safety of Lutai Danshen Baishao granules for treating female melasma:A randomized,double-blind,placebo-controlled trial 被引量:2
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作者 Meiyu Lyu Yi Yang +7 位作者 Jinlian Liu Wenting Fei Min Fu Yunting Hong Hongguo Rong Chun Wang Linyuan Wang Jianjun Zhang 《Journal of Traditional Chinese Medical Sciences》 2025年第1期71-78,共8页
Objective:To investigate the potential efficacy and safety of Lutai Danshen Baishao granules(LDBG)for treating female melasma associated with kidney deficiency and blood stasis patterns.Methods:A randomized,double-bli... Objective:To investigate the potential efficacy and safety of Lutai Danshen Baishao granules(LDBG)for treating female melasma associated with kidney deficiency and blood stasis patterns.Methods:A randomized,double-blind,placebo-controlled trial was conducted at the Third Central Hospital of Tianjin,China from March to December 2023.A total of 110 female patients with melasma linked to kidney deficiency and blood stasis were enrolled and treated with either LDBG or a placebo twice daily for 60 days.Efficacy was assessed through measures such as the total melasma area,reduced melasma area,reduction rate of melasma area,melasma color score,Melasma Area and Severity Index(MASI)score,and traditional Chinese medicine(TCM)symptom score scale.Safety assessments included routine blood and biochemical tests.Results:Participants in both groups were aged 52-63 years,with no significant differences.After the 2-month intervention,the total melasma area decreased in both groups;however,a greater reduction was observed in the test group[462.50 mm^(2)(12.81%)vs.100.00 mm2(3.11%),P<.001].Moreover,LDBG treatment significantly reduced the MASI and melasma color scores in the test group(P<.05).The total TCM symptom evaluation score significantly decreased(test group:6.00 vs.placebo group:7.00,P=.001),with significant relief in symptoms such as improvement in dark lips,nails,and waist soreness in the test group,compared with that in the placebo group(P<.05).Within-group comparisons revealed that TCM syndrome was significantly alleviated in the test group(P<.05).Conclusion:LDBG intervention shows promising effectiveness in reducing female melasma and alleviating TCM syndromes. 展开更多
关键词 Female melasma Lutai danshen baishao granules Clinical trial Efficacy safety Traditional Chinese medicine Kidney deficiency Blood stasis
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Opportunities and challenges in transformer neural networks for battery state estimation:Charge,health,lifetime,and safety 被引量:1
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作者 Jingyuan Zhao Xuebing Han +2 位作者 Yuyan Wu Zhenghong Wang Andrew F.Burke 《Journal of Energy Chemistry》 2025年第3期463-496,共34页
Battery technology plays a crucial role across various sectors,powering devices from smartphones to electric vehicles and supporting grid-scale energy storage.To ensure their safety and efficiency,batteries must be ev... Battery technology plays a crucial role across various sectors,powering devices from smartphones to electric vehicles and supporting grid-scale energy storage.To ensure their safety and efficiency,batteries must be evaluated under diverse operating conditions.Traditional modeling techniques,which often rely on first principles and atomic-level calculations,struggle with practical applications due to incomplete or noisy data.Furthermore,the complexity of battery dynamics,shaped by physical,chemical,and electrochemical interactions,presents substantial challenges for precise and efficient modeling.The Transformer model,originally designed for natural language processing,has proven effective in time-series analysis and forecasting.It adeptly handles the extensive,complex datasets produced during battery cycles,efficiently filtering out noise and identifying critical features without extensive preprocessing.This capability positions Transformers as potent tools for tackling the intricacies of battery data.This review explores the application of customized Transformers in battery state estimation,emphasizing crucial aspects such as charging,health assessment,lifetime prediction,and safety monitoring.It highlights the distinct advantages of Transformer-based models and addresses ongoing challenges and future opportunities in the field.By combining data-driven AI techniques with empirical insights from battery analysis,these pre-trained models can deliver precise diagnostics and comprehensive monitoring,enhancing performance metrics like health monitoring,anomaly detection,and early-warning systems.This integrated approach promises significant improvements in battery technology management and application. 展开更多
关键词 TRANSFORMER BATTERY HEALTH LIFETIME safety SOC SOH RUL Deep learning Artificial general intelligence
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