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术后淋巴结阴性肺浸润性黏液腺癌患者的预后预测模型
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作者 王正 贺靳贤 +6 位作者 沈海波 陈啸晗 林城斌 俞红艳 高家俊 何贤能 沈韦羽 《中国肺癌杂志》 CAS CSCD 北大核心 2024年第1期47-55,共9页
背景与目的肺浸润性黏液腺癌(invasive mucinous adenocarcinoma of the lung,IMA)是肺腺癌中一种少见且特殊的类型,该类肿瘤的特点往往是少有淋巴结转移,因此对于该类肿瘤的预后评估依靠现有的肿瘤原发灶-淋巴结-转移(tumor-node-metas... 背景与目的肺浸润性黏液腺癌(invasive mucinous adenocarcinoma of the lung,IMA)是肺腺癌中一种少见且特殊的类型,该类肿瘤的特点往往是少有淋巴结转移,因此对于该类肿瘤的预后评估依靠现有的肿瘤原发灶-淋巴结-转移(tumor-node-metastasis,TNM)分期存在困难。本研究的目的是构建列线图来预测术后淋巴结阴性的IMA患者的预后。方法根据纳入标准和排除标准,回顾性分析2012年7月至2017年5月宁波大学附属李惠利医院(训练队列,n=78)和宁波市第二医院(验证队列,n=66)胸外科收治的术后病理为淋巴结阴性的IMA患者的资料,分析训练队列的临床病理特征的预后价值并建立预后预测模型,并对模型性能进行评价,最后将验证队列的数据代入进行外部验证。结果单因素分析显示肺炎型、较大的肿块、包含黏液和非黏液成分的混合型、较高的总分期是5年无进展生存期(progression-free survival,PFS)及总生存期(overall survival,OS)的影响因素。多因素分析进一步表明,影像学分型、肿块大小、黏液成分是5年PFS及OS的独立预后因素。5年PFS率和OS率分别为62.82%和75.64%,亚组的生存分析显示,肺炎型和包含黏液和非黏液成分的混合型IMA患者的5年PFS及OS分别明显低于孤立型和纯黏液型IMA患者。5年PFS和OS的Harrell’s C指数分别为0.815(95%CI:0.741-0.889)和0.767(95%CI:0.669-0.865),这两个模型的校准曲线及决策曲线分析(decision curve analysis,DCA)在两个队列中显示出良好的预测性能。结论本次基于临床病理特征构建的列线图在一定程度上可以作为IMA切除术后淋巴结阴性患者的一种有效预后预测工具。 展开更多
关键词 肺肿瘤 肺浸润性黏液腺癌 淋巴结阴性 预后 预测模型
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海上风电低频输电并网技术研究现状及展望
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作者 齐磊 李志川 +4 位作者 孙兆恒 支光凝 杨季平 郑旺 陈娟 《中国海上油气》 CAS CSCD 北大核心 2024年第2期195-204,共10页
低频输电技术在中远海域的海上风电项目中具备竞争力,并有望在未来得到广泛应用。首先基于低频输电技术原理,对低频输电技术(LFAC)在海上风电应用的适应性进行了分析,表明低频输电方案在海上风电项目中不存在障碍,但仍需进一步优化低频... 低频输电技术在中远海域的海上风电项目中具备竞争力,并有望在未来得到广泛应用。首先基于低频输电技术原理,对低频输电技术(LFAC)在海上风电应用的适应性进行了分析,表明低频输电方案在海上风电项目中不存在障碍,但仍需进一步优化低频风电机组、交交变频器等关键设备。其次,通过对比分析高压交流、柔性直流与低频输电3种方案在全生命周期成本方面的差异,发现当下低频输电因其适度的初始投入成本、运行成本与废弃成本,较高故障成本与低维护成本而在离岸距离75~300 km的中远海域具有明显经济优势。然后,参照工频交直流输电可靠性评估方法,低频输电方案可靠性需按不同模块分别进行评估,通过比较低频输电方案较其他方案在可靠性评估中的差异,表明风电机组、集电系统与输电线缆的可靠性差异来源于低频运行状态或低频设备的规格差异,而海上平台可靠性差异来源于电气设备链接方式与结构差异。最后,就低频输电技术在技术性、经济性、可靠性、风险性以及环境影响方面的未来研究提出展望。本研究旨在补充低频输电技术的理论研究基础,为低频输电技术在海上风电项目中广泛铺开做好理论准备。 展开更多
关键词 海上风电 低频输电技术(LFAC) 并网技术 经济性 可靠性 研究现状 展望
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Understanding the combustion behavior of electric bicycle batteries and unveiling its relationship with fire extinguishing
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作者 Zhanglong Yu Xueling Shen +6 位作者 Ran Xu zheng wang Zengming Wan Mingyang Chen Yi Cui Yanyan Fang Xiaoli Ma 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2024年第4期609-618,共10页
In this study,a detailed analysis of the combustion behaviors of the lithium iron phosphate(LFP)and lithium manganese oxide(LMO)batteries used in electric bicycles was conducted.This research included quantitative mea... In this study,a detailed analysis of the combustion behaviors of the lithium iron phosphate(LFP)and lithium manganese oxide(LMO)batteries used in electric bicycles was conducted.This research included quantitative measurements of the combustion duration,flame height,combustion temperature,heat release rate,and total heat release.The results indicated that LMO batteries exhibited higher combustion temperatures of 600–700°C,flame heights of 70–75 cm,a significantly higher heat release rate of40.1 k W(12 Ah),and a total heat release of 1.04 MJ(12 Ah)compared to LFP batteries with the same capacity.Based on these experimental results,a normalized total heat release(NORTHR)parameter was proposed,demonstrating good universality for batteries with different capacities.Utilizing this parameter,quantitative calculations and optimization of the extinguishing agent dosage were conducted for fires involving these two types of batteries,and the method was validated by extinguishing fires for these two types of battery packs with water-based extinguishing fluids. 展开更多
关键词 Combustion behavior Electric bicycle Lithium-ion battery Fire extinguishing Normalized total heat release
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Probiotics administration alleviates cognitive impairment and circadian rhythm disturbance induced by sleep deprivation
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作者 Peijun Tian Yunfei Hou +6 位作者 zheng wang Jiaona Jiang Xin Qian Zhihao Qu Jianxin Zhao Gang wang Wei Chen 《Food Science and Human Wellness》 SCIE CAS CSCD 2024年第4期1951-1961,共11页
Gut microbiome is indispensable for maintaining normal brain function.Specifically,gut microbiota plays a causal role in sleep deprivation(SD)-induced cognitive impairment.In this study,neurobehavioral effects of the ... Gut microbiome is indispensable for maintaining normal brain function.Specifically,gut microbiota plays a causal role in sleep deprivation(SD)-induced cognitive impairment.In this study,neurobehavioral effects of the Bifidobacterium breve strain(CCFM1025)were assessed in sleep-deprived mice.CCFM1025 improved the body weight and food and water intake of the mice.It also alleviated SD-induced cognitive behavioural abnormalities(in the novel object recognition test),but did not show beneficial effects on mood-and spatial memory-related behaviours.CCFM1025 significantly altered the gut microbial composition and genome function.Key microbial metabolites that may regulate sleep function were also identified,such as isovaleric acid andγ-aminobutyric acid in the gut and purine metabolites in the serum.Those metabolites may participate in gutbrain communication by acting on the striatal melatonin system,for example to increase melatonin levels,and by regulating the expression of circadian clock genes such as those encoding the adenosine A2A receptor and period circadian regulator 1.Collectively,administration of probiotics alleviated cognitive impairment and circadian rhythm disturbance induced by SD via modulation of gut microbiome and its metabolites.These findings may help guide the treatment of insomnia or other sleep disorders via dietary strategies. 展开更多
关键词 BIFIDOBACTERIUM SLEEP Circadian rhythm PURINE Gut microbiome
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Toughening ultrastrong low-density steel by textured δ-ferrite lamellas
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作者 Bin Hu Guosen Zhu +4 位作者 Guohui Shen zheng wang Qinghua Wen Xiao Shen Haiwen Luo 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第2期405-411,共7页
By both the Charpy V-notched impact and the projectile tests, we here investigated the dynamic fracture behavior of a recently developed ultrastrong lightweight steel comprising a hierarchical martensitic matrix, disp... By both the Charpy V-notched impact and the projectile tests, we here investigated the dynamic fracture behavior of a recently developed ultrastrong lightweight steel comprising a hierarchical martensitic matrix, dispersed ultra-fine-retained austenite grains and oriented δ-ferrite lamellas, the latter being due to high Al and Si contents employed for low-density design. This steel shows a superior combination of specific ultimate tensile strength and impact toughness to other ultrastrong steels and has successfully arrested a real steel-cored bullet shot. These are attributed to the densely textured δ-ferrite lamellas that can deflect the propagating cracks until they are trapped and enclosed besides austenite-to-martensite transformation crack closure, leading to more energy consumed before failure. These results suggest a new pathway for toughening ultrastrong lightweight steels. 展开更多
关键词 Ultrastrong and light steel d-Ferrite lamellas Crack propagation TOUGHNESS
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A Quick Calculation Method for Radiation Pattern of Submillimeter Telescope with Deformation and Displacement
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作者 Jia You Yi-Wei Yao zheng wang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2024年第3期249-265,共17页
Radiation pattern captures the electromagnetic performance of reflector antennas,which is significantly affected by the deformation of the primary reflector due to gravity and the displacement of the secondary reflect... Radiation pattern captures the electromagnetic performance of reflector antennas,which is significantly affected by the deformation of the primary reflector due to gravity and the displacement of the secondary reflector.During the design process of large reflector antennas,a substantial amount of time is often dedicated to iteratively adjusting structural parameters and validating electromagnetic performance.To improve the efficiency of the design process,we first propose an approximate calculation method of optical path difference(OPD)for the deformation of the primary reflector under gravity and the displacement of the secondary reflector.Then an OPD fitting function based on the modified Zernike polynomials is proposed to capture the phase difference of radiation over the aperture plane,based on which the radiation pattern will be obtained quickly by the aperture field integration method.Numerical experiments demonstrate the effectiveness of the proposed quick calculation method for analyzing the radiation pattern of a 10.4 m submillimeter telescope antenna at its highest operating frequency of 856 GHz.In comparison with the numerical simulation method based on GRASP(which is an antenna electromagnetic analysis tool combining physical optics(PO)and physical theory of diffraction(PTD)),the quick calculation method reduces the time for radiation pattern analysis from more than one hour to less than two minutes.Furthermore,the quick calculation method exhibits excellent accuracy for the figure of merit(FOM)of the radiation pattern.Therefore,the proposed quick calculation method can obtain the radiation pattern with high speed and accuracy.Compared to the time-consuming numerical simulation method(PO and PTD),it can be employed for quick analysis of the radiation pattern for the lateral displacement of the secondary reflector and the deformation of the primary reflector under gravity in the design process of a reflector antenna. 展开更多
关键词 INSTRUMENTATION high angular resolution-methods data analysis-methods ANALYTICAL
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Disturbance Observer-based Pointing Control of Leighton Chajnantor Telescope
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作者 Weirui Chen zheng wang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2024年第1期135-150,共16页
Leighton Chajnantor Telescope(LCT), i.e., the former Caltech Submillimeter Observatory telescope, will be refurbished at the new site in Chajnantor Plateau, Chile in 2023. The environment of LCT will change significan... Leighton Chajnantor Telescope(LCT), i.e., the former Caltech Submillimeter Observatory telescope, will be refurbished at the new site in Chajnantor Plateau, Chile in 2023. The environment of LCT will change significantly after its relocation, and the telescope will be exposed to large wind disturbances directly because its enclosure will be completely open during observation. The wind disturbance is expected to be a challenge for LCT's pointing control since the existing control method cannot reject this disturbance very well. Therefore, it is very necessary to develop a new pointing control method with good capability of disturbance rejection. In this research, a disturbance observer—based composite position controller(DOB-CPC) is designed, in which an H∞feedback controller is employed to compress the disturbance, and a feedforward linear quadratic regulator is employed to compensate the disturbance precisely based on the estimated disturbance signal. Moreover, a controller switching policy is adopted, which applies the proportional controller to the transient process to achieve a quick response and applies the DOB-CPC to the steady state to achieve a small position error. Numerical experiments are conducted to verify the good performance of the proposed pointing controller(i.e., DOB-CPC) for rejecting the disturbance acting on LCT. 展开更多
关键词 instrumentation:miscellaneous methods:analytical methods:numerical telescopes
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To explore the pathogenesis of anterior resection syndrome by magnetic resonance imaging rectal defecography
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作者 Ling-Hou Meng Xian-Wei Mo +7 位作者 Bing-Yu Yang Hai-Quan Qin Qing-Zhou Song Xin-Xin He Qiang Li zheng wang Chang-Lin Mo Guo-Hai Yang 《World Journal of Gastrointestinal Surgery》 SCIE 2024年第2期529-538,共10页
BACKGROUND Over 90%of rectal cancer patients develop low anterior resection syndrome(LARS)after sphincter-preserving resection.The current globally recognized evaluation method has many drawbacks and its subjectivity ... BACKGROUND Over 90%of rectal cancer patients develop low anterior resection syndrome(LARS)after sphincter-preserving resection.The current globally recognized evaluation method has many drawbacks and its subjectivity is too strong,which hinders the research and treatment of LARS.AIM To evaluate the anorectal function after colorectal cancer surgery by quantifying the index of magnetic resonance imaging(MRI)defecography,and pathogenesis of LARS.METHODS We evaluated 34 patients using the standard LARS score,and a new LARS evaluation index was established using the dynamic images of MRI defecography to verify the LARS score.RESULTS In the LARS score model,there were 10(29.41%)mild and 24(70.58%)severe cases of LARS.The comparison of defecation rate between the two groups was 29.36±14.17%versus 46.83±18.62%(P=0.004);and MRI-rectal compliance(MRI-RC)score was 3.63±1.96 versus 7.0±3.21(P=0.001).Severe and mild LARS had significant differences using the two evaluation methods.There was a significant negative correlation between LARS and MRI-RC score(P<0.001),and they had a negative correlation with defecation rate(P=0.028).CONCLUSION MRI defecography and standard LARS score can both be used as an evaluation index to study the pathogenesis of LARS. 展开更多
关键词 Anterior resection syndrome Colorectal cancer Diagnostic evaluation system Magnetic resonance imaging defecography PATHOGENESIS
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Verification and Application Evaluation of Intelligent Audit Rules for The UN9000 Urine Analysis System
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作者 Hualin He Ling Zhang +8 位作者 Weiwei Shi Rui wang Chuanxin Dai Jun Li zheng wang Li Zuo Qunchao wang Ning Li Jianmin Li 《Journal of Clinical and Nursing Research》 2024年第3期238-246,共9页
Objective:To apply and verify the application of intelligent audit rules for urine analysis by Cui et al.Method:A total of 1139 urine samples of hospitalized patients in Tai’an Central Hospital from September 2021 to... Objective:To apply and verify the application of intelligent audit rules for urine analysis by Cui et al.Method:A total of 1139 urine samples of hospitalized patients in Tai’an Central Hospital from September 2021 to November 2021 were randomly selected,and all samples were manually microscopic examined after the detection of the UN9000 urine analysis line.The intelligent audit rules(including the microscopic review rules and manual verification rules)were validated based on the manual microscopic examination and manual audit,and the rules were adjusted to apply to our laboratory.The laboratory turnaround time(TAT)before and after the application of intelligent audit rules was compared.Result:The microscopic review rate of intelligent rules was 25.63%(292/1139),the true positive rate,false positive rate,true negative rate,and false negative rate were 27.66%(315/1139),6.49%(74/1139),62.34%(710/1139)and 3.51%(40/1139),respectively.The approval consistency rate of manual verification rules was 84.92%(727/856),the approval inconsistency rate was 0%(0/856),the interception consistency rate was 12.61%(108/856),and the interception inconsistency rate was 0%(0/856).Conclusion:The intelligence audit rules for urine analysis by Cui et al.have good clinical applicability in our laboratory. 展开更多
关键词 URINALYSIS Manual verification rules Intelligent verification TAT
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智慧电力发展下供电管理信息系统的设计
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作者 陈云 程利东 +1 位作者 郑旺 及璐 《电力系统装备》 2024年第2期142-144,共3页
电力能源是促进经济与工业快速发展的强大推动力,智慧电力通过智能化技术手段构建的供电管理信息系统,可进一步提高供电管理效率。文章在分析系统需求的基础上,以JSP技术、JavaScript技术与MVC、Struts框架、B/S架构为支撑,对系统架构... 电力能源是促进经济与工业快速发展的强大推动力,智慧电力通过智能化技术手段构建的供电管理信息系统,可进一步提高供电管理效率。文章在分析系统需求的基础上,以JSP技术、JavaScript技术与MVC、Struts框架、B/S架构为支撑,对系统架构与数据库进行详细设计与开发,对软件、关键环境与性能进行测试,最终建立一套具有设备管理、人员管理、安监管理等完备功能的供电管理系统,以提高供电企业的工作效率。 展开更多
关键词 供电管理信息系统 JSP B/S架构
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考虑风电消纳的峰谷分时电价模型研究 被引量:1
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作者 孔峰 杨金辉 +2 位作者 任恒君 郑旺 张少华 《现代电子技术》 2023年第21期160-165,共6页
在充分发挥电力可靠性管理在电力供应保障工作中的基础性作用目标大背景下,考虑我国部分区域风电消纳不足和调峰能力有限所导致的电力结构不稳定,构建发电侧与需求侧联动的峰谷分时电价模型,探索出一种电网向发电企业收取“过网费”、... 在充分发挥电力可靠性管理在电力供应保障工作中的基础性作用目标大背景下,考虑我国部分区域风电消纳不足和调峰能力有限所导致的电力结构不稳定,构建发电侧与需求侧联动的峰谷分时电价模型,探索出一种电网向发电企业收取“过网费”、需求侧与发电侧直接交易的新模式。该模型根据电力需求价格弹性矩阵计算实施峰谷分时电价后的电力负荷,构建发电侧与需求侧约束条件,以火电机组平均发电成本为目标函数,综合考虑风电消纳影响,采用粒子群算法进行模型求解,并通过输配电价连接上网电价和用户电价,输电损耗电量连接发电量与用电量,达到发电侧与需求侧的联动。算例分析表明,所建立的模型能更好地消纳风电,同时也提高了火电机组发电功率的稳定性和经济性。 展开更多
关键词 峰谷分时电价 价格联动 价格弹性 风电消纳 削峰填谷 粒子群算法
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纤维种类及掺量对微孔混凝土力学性能的影响研究
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作者 曹万智 代佳 +3 位作者 高潇 王洪镇 郑旺 杨永恒 《新型建筑材料》 2023年第9期27-31,67,共6页
通过调整玻璃纤维(GF)和聚丙烯纤维(PPF)掺量,在其他材料和配比不变的情况下,以800、1200 kg/m^(3)两种表观密度的微孔混凝土为基本对象,2种纤维按0、1.0、1.5、2.0、2.5 kg/m^(3)单掺以及按1∶2、1∶1、2∶1体积比复掺,对比不同表观密... 通过调整玻璃纤维(GF)和聚丙烯纤维(PPF)掺量,在其他材料和配比不变的情况下,以800、1200 kg/m^(3)两种表观密度的微孔混凝土为基本对象,2种纤维按0、1.0、1.5、2.0、2.5 kg/m^(3)单掺以及按1∶2、1∶1、2∶1体积比复掺,对比不同表观密度微孔混凝土力学性能的变化。结果表明:随着PPF掺量的增加,抗压强度先提高后降低,其余试验组抗压强度大体上均呈逐渐提高的趋势。表观密度800 kg/m^(3)时单掺较复掺抗压强度明显提高。随着表观密度增大至1200 kg/m^(3),复掺纤维组的强度开始优于单掺纤维组,特别是早期强度提升较明显。所有试验组的抗压强度均随表观密度的增大而提高。 展开更多
关键词 微孔混凝土 玻璃纤维 聚丙烯纤维 折压比 力学性能
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微孔混凝土预制叠合板力学性能试验研究
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作者 甘季中 郑旺 +2 位作者 王洪镇 杨永恒 张锌 《中国建材科技》 CAS 2023年第2期29-32,共4页
为得到微孔混凝土叠合板预制底板的力学性能,采用结构试验和有限元分析相结合的方法进行分析。首先对预制底板进行加载试验,得到预制底板的极限承载力,然后利用有限元分析软件ABAQUS模拟,所得数据与加载试验数据吻合,最后对比两种不同... 为得到微孔混凝土叠合板预制底板的力学性能,采用结构试验和有限元分析相结合的方法进行分析。首先对预制底板进行加载试验,得到预制底板的极限承载力,然后利用有限元分析软件ABAQUS模拟,所得数据与加载试验数据吻合,最后对比两种不同容重下微孔混凝土对叠合板底板极限承载力的影响。结果表明,微孔混凝土抗压强度越大,预制叠合板底板的极限承载力越大,与有限元模拟的极限承载力趋于一致。 展开更多
关键词 叠合板底板 微孔混凝土 挠度 荷载 有限元模拟
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基于BOPPPS的无机化学实验混合式教学设计与实践
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作者 王峥 彭旭 +3 位作者 李昊杰 董志月 刘红英 张驰 《大学化学》 CAS 2023年第9期69-79,共11页
基于BOPPPS的无机化学实验混合式教学设计突出“以学为中心”,以“磺基水杨酸合铁(III)配合物的组成及稳定常数的测定”教学为例,介绍混合式教学实施过程。研究表明,基于BOPPPS的混合式教学能有效推动学生自主学习,教学效率高,有效提升... 基于BOPPPS的无机化学实验混合式教学设计突出“以学为中心”,以“磺基水杨酸合铁(III)配合物的组成及稳定常数的测定”教学为例,介绍混合式教学实施过程。研究表明,基于BOPPPS的混合式教学能有效推动学生自主学习,教学效率高,有效提升学生实验能力和交流沟通能力。此外,基于BOPPPS的混合式教学能找出教学中的盲点和难点,有助于教学模式的持续改进。 展开更多
关键词 BOPPPS 无机化学实验 混合式 教学设计
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综合康复结合甲钴胺治疗糖尿病神经源性膀胱患者的临床效果观察 被引量:1
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作者 王心菀 王峥 喻晓芬 《药物流行病学杂志》 CAS 2023年第7期730-736,共7页
目的探讨综合康复结合甲钴胺在糖尿病神经源性膀胱患者中的临床治疗效果。方法选取2021年1月—2022年9月树兰(杭州)医院收治的糖尿病神经源性膀胱患者,利用随机数字表法将患者分为试验组和对照组。对照组采用甲钴胺治疗,试验组采用综合... 目的探讨综合康复结合甲钴胺在糖尿病神经源性膀胱患者中的临床治疗效果。方法选取2021年1月—2022年9月树兰(杭州)医院收治的糖尿病神经源性膀胱患者,利用随机数字表法将患者分为试验组和对照组。对照组采用甲钴胺治疗,试验组采用综合康复结合甲钴胺治疗。比较两组患者的治疗效果、治疗前后的膀胱功能情况、心理状态[抑郁自评量表(SDS)、焦虑自评表(SAS)]评分、生活质量评分以及治疗满意度。结果最终纳入112例患者,其中试验组和对照组各56例。两组治疗总有效率差异无统计学意义(P>0.05),但试验组的临床疗效优于对照组(P<0.05)。治疗后,两组的SAS评分、SDS评分和膀胱残余尿量均较前下降(P<0.01),两组的平均尿流量、角色功能评分、社会功能评分、躯体功能评分、心理功能评分均较前升高(P<0.01);且试验组上述各项指标均明显优于对照组(P<0.01)。结论综合康复结合甲钴胺治疗糖尿病神经源性膀胱患者具有更好的疗效,能改善膀胱功能、减少负面情绪、提高生活质量。 展开更多
关键词 综合康复 甲钴胺 糖尿病 糖尿病神经源性膀胱 治疗效果
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sEMG-Based Lower Limb Motion Prediction Using CNN-LSTM with Improved PCA Optimization Algorithm 被引量:1
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作者 Meng Zhu Xiaorong Guan +3 位作者 Zhong Li Long He zheng wang Keshu Cai 《Journal of Bionic Engineering》 SCIE EI CSCD 2023年第2期612-627,共16页
In recent years,sEMG(surface electromyography)signals have been increasingly used to operate wearable devices.The development of mechanical lower limbs or exoskeletons controlled by the nervous system requires greater... In recent years,sEMG(surface electromyography)signals have been increasingly used to operate wearable devices.The development of mechanical lower limbs or exoskeletons controlled by the nervous system requires greater accuracy in recognizing lower limb activity.There is less research on devices to assist the human body in uphill movements.However,developing controllers that can accurately predict and control human upward movements in real-time requires the employment of appropriate signal pre-processing methods and prediction algorithms.For this purpose,this paper investigates the effects of various sEMG pre-processing methods and algorithms on the prediction results.This investigation involved ten subjects(five males and five females)with normal knee joints.The relevant data of the subjects were collected on a constructed ramp.To obtain feature values that reflect the gait characteristics,an improved PCA algorithm based on the kernel method is proposed for dimensionality reduction to remove redundant information.Then,a new model(CNN+LSTM)was proposed to predict the knee joint angle.Multiple approaches were utilized to validate the superiority of the improved PCA method and CNN-LSTM model.The feasibility of the method was verified by analyzing the gait prediction results of different subjects.Overall,the prediction time of the method was 25 ms,and the prediction error was 1.34±0.25 deg.By comparing with traditional machine learning methods such as BP(backpropagation)neural network,RF(random forest),and SVR(support vector machine),the improved PCA algorithm processed data performed the best in terms of convergence time and prediction accuracy in CNN-LSTM model.The experimental results demonstrate that the proposed method(improved PCA+CNN-LSTM)effectively recognizes lower limb activity from sEMG signals.For the same data input,the EMG signal processed using the improved PCA method performed better in terms of prediction results.This is the first step toward myoelectric control of aided exoskeleton robots using discrete decoding.The study results will lead to the future development of neuro-controlled mechanical exoskeletons that will allow troops or disabled individuals to engage in a greater variety of activities. 展开更多
关键词 CNN LSTM EXOSKELETON SEMG Knee trajectory PCA Bionic robot
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Mutations in the miRNA165/166 binding site of the HB2 gene result in pleiotropic effects on morphological traits in wheat 被引量:1
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作者 Dengji Jiang Lei Hua +13 位作者 Chaozhong Zhang Hongna Li zheng wang Jian Li Guiping wang Rui Song Tao Shen Hongyu Li Shengsheng Bai Yanna Liu Jian wang Hao Li Jorge Dubcovsky Shisheng Chen 《The Crop Journal》 SCIE CSCD 2023年第1期9-20,共12页
Leaf,spike,stem,and root morphologies are key factors that determine crop growth,development,and productivity.Multiple genes that control these morphological traits have been identified in Arabidopsis,rice,maize,and o... Leaf,spike,stem,and root morphologies are key factors that determine crop growth,development,and productivity.Multiple genes that control these morphological traits have been identified in Arabidopsis,rice,maize,and other plant species.However,little is known about the genomic regions and genes associated with morphological traits in wheat.Here,we identified the ethyl methanesulfonate-derived mutant wheat line M133 that displays multiple morphological changes that include upward-curled leaves,paired spikelets,dwarfism,and delayed heading.Using bulked segregant RNA sequencing(BSR-seq)and a high-resolution genetic map,we identified TraesCS1D02G155200(HBD2)as a potential candidate gene.HB-D2 encodes a class III homeodomain-leucine zipper(HD-ZIP III)transcription factor,and the mutation was located in the miRNA165/166 complementary site,resulting in a resistant allele designated rHb-D2.The relative expression of rHb2 in the mutant plants was significantly higher(P<0.01)than in plants homozygous for the WT allele.Independent resistant mutations that disrupt the miRNA165/166 complementary sites in the A-(rHb-A2)and B-genome(rHb-B2)homoeologs showed similar phenotypic alterations,but the relative intensity of the effects was different.Transgenic plants expressing rHb-D2 gene driven by the maize UBIQUITIN(UBI)promoter showed similar phenotypes to the rHb-D2 mutant.These results confirmed that HB-D2 is the causal gene responsible for the mutant phenotypes.Finally,a survey of 1397 wheat accessions showed that the complementary sites for miRNA165/166 in all three HB2 homoeologs are highly conserved.Our results suggest that HB2 plays an important role in regulating growth and development in wheat. 展开更多
关键词 WHEAT miRNA165/166 Curled leaves Paired spikelets Homeodomain-leucine zipper transcription factor
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Facing challenges with hope:universal immune cells for hematologic malignancies 被引量:1
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作者 Yuqing wang Ruihao Huang +3 位作者 zheng wang Jingkang Xiong Xiaoqi wang Xi Zhang 《Cancer Biology & Medicine》 SCIE CAS CSCD 2023年第4期229-247,共19页
Many patients have achieved a favorable overall survival rate since allogenic hematopoietic stem cell transplantation(allo-HSCT)has been widely implemented to treat hematologic malignancies.However,graft-versus-host d... Many patients have achieved a favorable overall survival rate since allogenic hematopoietic stem cell transplantation(allo-HSCT)has been widely implemented to treat hematologic malignancies.However,graft-versus-host disease(GVHD)and complications of immunosuppressive drugs after allo-HSCT are the main causes of non-relapse mortality and a poor quality of life.In addition,GVHD and infusion-induced toxicity still occur with donor lymphocyte infusions(DLIs)and chimeric antigen receptor(CAR)T-cell therapy.Because of the special immune tolerance characteristics and anti-tumor ability of universal immune cells,universal immune cell therapy may strongly reduce GVHD,while simultaneously reducing tumor burden.Nevertheless,widespread application of universal immune cell therapy is mainly restricted by poor expansion and persistence efficacy.Many strategies have been applied to improve universal immune cell proliferation and persistence efficacy,including the use of universal cell lines,signaling regulation and CAR technology.In this review we have summarized current advances in universal immune cell therapy for hematologic malignancies with a discussion of future perspectives. 展开更多
关键词 Universal immune cells graft-versus-host disease immune tolerance chimeric antigen receptor
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Synergically enhanced piezocatalysis performance of eco-friendly(K_(0.52)Na_(0.48))NbO_(3) through ferroelectric polarization and defects 被引量:1
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作者 Min Zhou Laijun Liang +8 位作者 Dingze Lu Xiaomei Lu zheng wang Fengzhen Huang Pengfei Cheng Dongdong Liu Mengqi Tian Qiuping wang Yunjie Zhang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2023年第10期2044-2054,共11页
Piezocatalysis has attracted unprecedented research interest as a newly emerging catalysis technology.However,the inherent insulating property of ferroelectric materials ultimately leads to the poor vibration-electric... Piezocatalysis has attracted unprecedented research interest as a newly emerging catalysis technology.However,the inherent insulating property of ferroelectric materials ultimately leads to the poor vibration-electricity conversion ability.Herein,this work reports the(K_(0.52)Na_(0.48))NbO_(3) ferroelectric ceramics(KNNFCx),for which the FeCo modification strategy is proposed.The substitution of the moderate amount of FeCo(x=0.015)at Nb site not only optimizes ferroelectricity but also produces beneficial defects,notably increasing Rhodamine B water purification efficiency to 95%.The pinning effect of monovalent oxygen vacancies on ferroelectric domains is responsible for the excellent ferroelectric polarization of KNNFC0.015 through the generation of an internal field to promote charge carriers separation and reduce nonradiative recombination.Importantly,the accompanying electron carriers can easily move to the material surface and participate in redox reactions because they have low activation energy.Therefore,ferroelectric polarization and defects play synergetic roles in enhancing piezocatalytic performance. 展开更多
关键词 piezocatalytic water purification ferroelectric polarization beneficial defects
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Collaborative Simulation of Mechanical Structure and Control Systems of Leighton Chajnantor Telescope 被引量:1
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作者 Yi-Wei Yao Wei-Rui Chen zheng wang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2023年第4期133-147,共15页
Leighton Chajnantor Telescope(LCT)will be moved from the summit of Maunakea,Hawaii to Chajnantor Plateau,Chile and be refurbished there.Strong wind disturbance at the new site will bring great challenges to the servo ... Leighton Chajnantor Telescope(LCT)will be moved from the summit of Maunakea,Hawaii to Chajnantor Plateau,Chile and be refurbished there.Strong wind disturbance at the new site will bring great challenges to the servo control of LCT.It is necessary and important to develop a simulation platform that behaves as close as possible to the real telescope for testing the performance of the designed servo controller.In this paper,a collaborative simulation platform of LCT based on Adams and Matlab/Simulink is constructed.On this platform,the mechanical structure model of LCT can be integrated with its control system model such that a collaborative simulation of the mechanical structure and the control system of LCT can be conducted.The mechanical structure model of LCT,which contains both rigid body models(i.e.,the mount)and flexible body models(i.e.,the primary reflector),is developed by using Adams.The servo system model and the wind disturbance model are constructed by using Matlab/Simulink.By conducting collaborative simulation,the performances of the servo controller based on the rigid body model and the rigid-flexible coupling model of LCT are compared.The comparison shows that the controller designed based on the rigid body model does not perform well when it is employed to control the rigid-flexible coupling model of LCT.However,by readjusting parameters of the servo controller,its performance can be further improved when applied to the rigid-flexible coupling model.Therefore,an LCT model of integrated mechanical structure and control systems is very helpful for analyzing its performance more accurately and designing a better servo controller. 展开更多
关键词 telescopes-submillimeter general-techniques MISCELLANEOUS
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