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Dietary lycopene supplementation improves meat quality,antioxidant capacity and skeletal muscle fiber type transformation in finishing pigs 被引量:10
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作者 Wanxue Wen Xiaoling Chen +8 位作者 Zhiqing Huang Daiwen Chen Bing Yu Jun He Yuheng Luo Hui Yan Hong Chen Ping Zheng Jie Yu 《Animal Nutrition》 SCIE CSCD 2022年第1期256-264,共9页
This study aimed to investigate effects of dietary lycopene supplementation on meat quality,antioxidant ability and muscle fiber type transformation in finishing pigs.In a 70-day experiment,18 DurocLandraceYorkshire b... This study aimed to investigate effects of dietary lycopene supplementation on meat quality,antioxidant ability and muscle fiber type transformation in finishing pigs.In a 70-day experiment,18 DurocLandraceYorkshire barrows were randomly allocated to 3 dietary treatments including a basal diet supplemented with 0,100 and 200 mg/kg lycopene,respectively.Each dietary treatment had 6 replicates with one pig each.Results showed that dietary 200 mg/kg lycopene supplementation increased muscle redness a^(*)value,intramuscular fat and crude protein contents,and decreased muscle lightness L^(*)and yellowness b^(*)values(P<0.05),suggesting that addition of 200 mg/kg lycopene to the diet of finishing pigs improved color,nutritional value and juiciness of pork after slaughter.Results also showed that dietary lycopene supplementation enhanced antioxidant capacity of finishing pigs(P<0.05).Moreover,dietary supplementation of 200 mg/kg lycopene significantly increased slow myosin heavy chain(MyHC)protein level and slow-twitch fiber percentage,and decreased fast MyHC protein level and fast-twitch fiber percentage(P<0.05),suggesting that the addition of 200 mg/kg lycopene to the diet of finishing pigs promoted muscle fiber type conversion from fast-twitch to slow-twitch.Together,we provide the first evidence that dietary 200 mg/kg lycopene supplementation improves meat quality,enhances antioxidant capacity and promotes muscle fiber type transformation from fast-twitch to slow-twitch in finishing pigs. 展开更多
关键词 LYCOPENE Meat quality Antioxidant capacity Skeletal muscle fiber type transformation Finishing pig
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New technique:Detection and location of partial discharge in cast-resin dry-type transformers using a waveguide and a new acoustic emission sensor pair design 被引量:2
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作者 Ching-chau SU Jiann-fuh CHEN 《Journal of Zhejiang University-Science C(Computers and Electronics)》 SCIE EI 2011年第4期345-350,共6页
The acoustic emission (AE) method could be used to detect and locate partial discharges (PD) in cast-resin dry-type transformers.However,due to the high sound attenuation in the filled epoxy,the signal is prone to int... The acoustic emission (AE) method could be used to detect and locate partial discharges (PD) in cast-resin dry-type transformers.However,due to the high sound attenuation in the filled epoxy,the signal is prone to interference from external noises and thus,in practice,there is little possibility of detecting PD.In this study,two techniques were developed to alleviate the shortcomings of the AE method.First,a waveguide is installed on the high-voltage (HV) windings,so that the acoustic signals of PD will propagate to the AE sensors that are installed on both terminals of the waveguide.The location of the winding that has PD can then be detected from the difference in arrival time of the acoustic signals.Test results indicate that the waveguide technique is able to enhance the safety of a measurement system and offers the advantages of easy installation and higher flexibility.Second,a specially designed AE sensor pair is used to distinguish whether acoustic signals are generated by PD inside the HV winding or by the corona outside the transformers.Using these two techniques of waveguide and AE sensor pair not only greatly improves sensitivity but also increases the reliability of the measurement system.Practical test results show that the new techniques can be used to locate precisely the PD in HV windings. 展开更多
关键词 Partial discharge Acoustic emission Cast-resin dry-type transformer WAVEGUIDE Acoustic emission sensors
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THE INTEGRAL TYPE GAUGE TRANSFORMATION AND THE ADDITIONAL SYMMETRY FOR THE CONSTRAINED KP HIERARCHY 被引量:2
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作者 程纪鹏 贺劲松 《Acta Mathematica Scientia》 SCIE CSCD 2015年第5期1111-1121,共11页
In this paper, the compatibility between the integral type gauge transformation and the additional symmetry of the constrained KP hierarchy is given. And the string-equation constraint in matrix models is also derived.
关键词 constrained KP hierarchy integral type gauge transformation additional symmetry.
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Interference of Y-27632 on the signal transduction of transforming growth factor beta type 1 in ocular Tenon capsule fibroblasts 被引量:7
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作者 Xiao-Hui Zhang, Jian-Ming Wang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2012年第5期576-581,共6页
AIM: To investigate the interfering effect of Y-27632, a ROCK-I selective inhibitor, on the signal transduction pathway of transforming growth factor-beta 1 (TGF-beta 1) in ocular Tenon capsule fibroblasts (OTFS) in v... AIM: To investigate the interfering effect of Y-27632, a ROCK-I selective inhibitor, on the signal transduction pathway of transforming growth factor-beta 1 (TGF-beta 1) in ocular Tenon capsule fibroblasts (OTFS) in vitro. METHODS: After OTFS from passages 4 to 6 47 vitro were induced by TGF-beta 1 and then treated by Y-27632, the changes of the OTFS cell cycles were analyzed via flow cytometry, and the proteins expression of the alpha -smooth muscular actin (alpha -SMA), connective tissue growth factor (CTGF), collagen I were calculated by Western blot. After OTFS treated by the different concentrations of Y-27632, the expression levels of the alpha -SMA, CTGF and collagen I mRNA were assayed by RT-PCR. RESULTS: Y-27632 had no markedly effect on the OTFS cell cycles. After treated by TGF-beta 1, OTFS in G1 period significantly increased. The cell cycles distribution by both TGF-beta 1 and Y-27632 had no remarkable difference from that in control group. Y-27632 significantly inhibited the proteins expressions of both alpha -SMA and CTGF, while to some extent inhibited that of collagen I. TGF-beta 1 significantly promoted the proteins expressions of alpha -SMA, CTGF and collagen I. After OTFS treated by both TGF-beta 1 and Y-27632, of alpha -SMA, the protein expression was similar with that in control group (P=0.066>0.05), but the protein expression of CTGF or collagen I, respectively, was significantly different from that in control group (P=0.000<0.01). The differences of expressions of the alpha -SMA, CTGF and collagen I mRNA in 30, 150, 750 mu mol/L Y-27632 group were statistically significant, compared with those in control group, respectively (alpha -SMA, P=0.002, 0.000, 0.000; CTGF, P=0.014, 0.002, 0.001; collagen I,P=0.003, 0.002, 0.000). CONCLUSION: Blocking the Rho/ROCK signaling pathway by using of Y-27632 could inhibit the cellular proliferation and the expression of both CTGF and alpha -SMA whatever OTFS induced by TGF-beta 1 or not. Y-27632 suppressed the expression of collagen I mRNA without induction. 展开更多
关键词 Y-27632 ocular Tenon's capsule fibroblasts transforming growth factor beta type 1 α-smooth muscular actin connective tissue growth factor collagen I
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Boundedness of Commutators Generated by Campanato-type Functions and Riesz Transforms Associated with Schrdinger Operators
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作者 Mo Hui-xia Yu Dong-yan +1 位作者 Sui Xin Ji You-qing 《Communications in Mathematical Research》 CSCD 2015年第4期289-297,共9页
Abstract: Let L=-△+V be a SchrSdinger operator on Rn, n 〉 3, where △ is the Laplacian on Rn and V ≠ 0 is a nonnegative function satisfying the reverse HSlder's inequality. Let [b, T] be the commutator generated... Abstract: Let L=-△+V be a SchrSdinger operator on Rn, n 〉 3, where △ is the Laplacian on Rn and V ≠ 0 is a nonnegative function satisfying the reverse HSlder's inequality. Let [b, T] be the commutator generated by the Campanatotype function b ∈∧Lβ and the Riesz transform associated with SchrSdinger operator T =△↓(-△ + V)-1/2. In the paper, we establish the boundedness of [b, T] on Lebesgue spaces and Campanato-type spaces. 展开更多
关键词 COMMUTATOR Campanato-type space Riesz transform SchrSdinger op-erator
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ENHANCEMENT OF MORPHOLOGICAL AND ONCOGENIC TRANSFORMATION OF MOUSE CELLS WITH 12-O-TETRADECANOYL PHORBOL- 13-ACETATE FOLLOWING HERPES SINPLEX VIRUS TYPE 2 INFECTION
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作者 陈敏诲 陈道平 +1 位作者 陈晓 林雨霖 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 1994年第3期191-199,共9页
Sequential exposure of mouse embryo cells to HSV-2 and TPA gave rise to a synergistic enhancement of the transformation frequency. The transformants were selected for their ability to form dense foci of cells in me... Sequential exposure of mouse embryo cells to HSV-2 and TPA gave rise to a synergistic enhancement of the transformation frequency. The transformants were selected for their ability to form dense foci of cells in medium containing 10% or 1%(low) fetal bovine serum. The average number of foci induced with HSV -2 followed by TPA was about 3 or 5(in low serum) fold greater than that induced with HSV- 2 alone. HSV- 2 antigen could be detected in about 10% of transformed cells before 27th passage with immunofluorescence technique. Of two cell lines established from single focus , one designated BL which was preferable to form foci in subcultures was tumorigenic after 21th passage. All of the tumors were sarcomas with interlacing bundles of pleomorphic fibroblasts. The other,designated NP was nontumorigenic until 50th passage. The BL cell line was composed of two distict cell types, i. e.,pigmented and unpigmented. No viral DNA sequences weredetected in the cells of tumors derived from BL cell line. 展开更多
关键词 Herpes simplex virus type 2 Oncogenic transformation TPA Mouse cell.
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The Dual Functionals for the Generalized Ball Basis of Wang-Said Type and Basis Transformation Formulas 被引量:2
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作者 Ping Jiang Hongyi Wu Jieqing Tan 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 2006年第3期248-256,共9页
The generalized Ball curves of Wang-Said type with a position parameter L not only unify the Wang-Ball curves and the Said-Ball curves, but also include several useful intermediate curves. This paper presents the dual... The generalized Ball curves of Wang-Said type with a position parameter L not only unify the Wang-Ball curves and the Said-Ball curves, but also include several useful intermediate curves. This paper presents the dual functionals for the generalized Ball basis of Wang-Said type. The relevant basis transformation formulae are also worked out. 展开更多
关键词 双功能 基本变形 算法 Wang-Said型 伯恩斯坦原理
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Studies on the Photosynthetic Characteristics andAssimilate's Accumulation and Transformation inHeavy Panicle Type of Rice 被引量:3
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作者 MAJun ZHUQing-sen +3 位作者 MAWen-bo TIANYan-hua YangJian-chang ZHOUKai-da 《Agricultural Sciences in China》 CAS CSCD 2003年第6期602-608,共7页
Using 18 indica rice varieties with different panicle weight, the photosynthetic characteristics and assimilate's accumulation and transformation in heavy panicle type of rice(HPT)were studied. The results showed ... Using 18 indica rice varieties with different panicle weight, the photosynthetic characteristics and assimilate's accumulation and transformation in heavy panicle type of rice(HPT)were studied. The results showed that the net photosynthetic rate of the flag leaf in HPT after heading was obviously higher than that in medium panicle type(MPT)and light panicle type(LPT). The reason for the high net photosynthetic rate in HPT was the increase of Rubisco activities and chlorophyll content, and keeping high assimilate ability to CO2 under high and low light intensity, high temperature and low CO2 content, and light midday depression and wide adaptability to environmental conditions. The high net photosynthetic rate of HPT might be also the results of its excellent stomatal characteristics and higher total quantity of stomatal opening degrees(stomatal density X stomatal opening degrees). There was a large amount of dry matter production after heading and obvious high assimilate's transformation to panicle in HPT. 展开更多
关键词 RICE Heavy panicle type Photosynthetic characteristics Assimilate's accumulation Assimilate's transformation High yield breeding
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Study on the Effect of Multi-Type Current Transformers Hybrid Operation on Differential Protection of the Bus Based on Dynamic Simulation
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作者 Wenbiao Liao Zexin Zhou +2 位作者 Rongrong Zhan Yanjun Li Zhengguang Chen 《Energy and Power Engineering》 2017年第4期1-11,共11页
This paper analyzes characteristics of multi type current transformers hybrid operation for each branch of the bus and their effects on differential protection of the bus. By theoretically analyzing transmission chara... This paper analyzes characteristics of multi type current transformers hybrid operation for each branch of the bus and their effects on differential protection of the bus. By theoretically analyzing transmission characteristics of multi type current transformers and their influence factors, we study the dynamic model testing method of multi type current transformers for the bus, and design 3 kinds of testing schemes by making the equivalent model based on the field of P-level current transformer, TPY-level current transformer and electronic current transformer, and build the hybrid operation testing platform of multi type current transformers. Finally, we compare and analyze the transmission characteristics difference of multi type current transformers on the same branch and the characteristics difference of hybrid operation in two successive external faults, analyze the cause behind the differences, and put forward the corresponding improvement measures. 展开更多
关键词 DIFFERENTIAL Protection of the BUS Multi-type Current transformER Hybrid Operation DYNAMIC SIMULATION TEST Method DYNAMIC SIMULATION TEST Platform
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On <i>q</i>-Analogues of Laplace Type Integral Transforms of <i>q</i><sup>2</sup>-Bessel Functions
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作者 Arwa Alshibani Reem Alkhairy 《Applied Mathematics》 2019年第5期301-311,共11页
The present paper deals with the evaluation of the q-Analogues of Laplece transforms of a product of basic analogues of q2-special functions. We apply these transforms to three families of q-Bessel functions. Several ... The present paper deals with the evaluation of the q-Analogues of Laplece transforms of a product of basic analogues of q2-special functions. We apply these transforms to three families of q-Bessel functions. Several special cases have been deducted. 展开更多
关键词 q-Extensions of Bessel Functions q-Analogues of LAPLACE type Integrals transforms q-Analogues of Gamma Function q-Shift Factorials
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Solution of Modified Equations of Emden-Type by Differential Transform Method
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作者 Supriya Mukherjee Banamali Roy Pratik Kumar Chatterjee 《Journal of Modern Physics》 2011年第6期559-563,共5页
In this paper the Modified Equations of Emden type (MEE), χ+αχχ+βχ 3 is solved numerically by the differential transform method. This technique doesn’t require any discretization, linearization or small perturb... In this paper the Modified Equations of Emden type (MEE), χ+αχχ+βχ 3 is solved numerically by the differential transform method. This technique doesn’t require any discretization, linearization or small perturbations and therefore it reduces significantly the numerical computation. The current results of this paper are in excellent agreement with those provided by Chandrasekar et al. [1] and thereby illustrate the reliability and the performance of the differential transform method. We have also compared the results with the classical Runge-Kutta 4 (RK4) Method. 展开更多
关键词 Modified EQUATIONS of Emden type DIFFERENTIAL transforms METHOD RUNGE-KUTTA 4 (RK4) METHOD
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Relativistic effect of pseudospin symmetry and tensor coupling on the Mie-type potential via Laplace transformation method
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作者 M.Eshghi S.M.Ikhdair 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第12期44-49,共6页
A relativistic Mie-type potential for spin-1/2 particles is studied. The Dirac Hamiltonian contains a scalar S(r) and a vector V(r) Mie-type potential in the radial coordinates, as well as a tensor potential U(r... A relativistic Mie-type potential for spin-1/2 particles is studied. The Dirac Hamiltonian contains a scalar S(r) and a vector V(r) Mie-type potential in the radial coordinates, as well as a tensor potential U(r) in the form of Coulomb potential. In the pseudospin(p-spin) symmetry setting Σ = Cps and Δ = V(r), an analytical solution for exact bound states of the corresponding Dirac equation is found. The eigenenergies and normalized wave functions are presented and particular cases are discussed with any arbitrary spin–orbit coupling number κ. Special attention is devoted to the caseΣ = 0 for which p-spin symmetry is exact. The Laplace transform approach(LTA) is used in our calculations. Some numerical results are obtained and compared with those of other methods. 展开更多
关键词 Dirac equation Mie-type potential Laplace transform approach tensor interaction p-spin symmetry
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Inhibition of Ubiquitin-specific Protease 4 Attenuates Epithelial-Mesenchymal Transition of Renal Tubular Epithelial Cells via Transforming Growth Factor Beta Receptor Type Ⅰ
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作者 Jin-yun PU Yu ZHANG +2 位作者 Li-xia WANG Jie WANG Jian-hua ZHOU 《Current Medical Science》 SCIE CAS 2022年第5期1000-1006,共7页
Objective Ubiquitin-specific protease 4(USP4)facilitates the development of transforming growth factor-beta 1(TGF-β1)-induced epithelial-mesenchymal transition(EMT)in various cancer cells.Moreover,EMT of renal tubula... Objective Ubiquitin-specific protease 4(USP4)facilitates the development of transforming growth factor-beta 1(TGF-β1)-induced epithelial-mesenchymal transition(EMT)in various cancer cells.Moreover,EMT of renal tubular epithelial cells(RTECs)is required for the progression of renal interstitial fibrosis.However,the role of USP4 in EMT of RTECs remains unknown.The present study aimed to explore the effect of USP4 on the EMT of RTECs as well as the involved mechanism.Methods In established unilateral ureteral obstruction(UUO)rats and NRK-52E cells,immunohistochemistry and Western blot assays were performed.Results USP4 expression was increased significantly with obstruction time.In NRK-52E cells stimulated by TGF-β1,USP4 expression was increased in a time-dependent manner.In addition,USP4 silencing with specific siRNA indicated that USP4 protein was suppressed effectively.Meanwhile,USP4 siRNA treatment restored E-cadherin and weakened alpha smooth muscle actin(α-SMA)expression,indicating that USP4 may promote EMT.After treatment with USP4 siRNA and TGF-β1 for 24 h,the expression of TGF-β1 receptor type I(TβRI)was decreased.Conclusion USP4 promotes the EMT of RTECs through upregulating TβRI,thereby facilitating renal interstitial fibrosis.These findings may provide a potential target of USP4 in the treatment of renal fibrosis. 展开更多
关键词 ubiquitin-specific protease 4 renal tubular epithelial cells epithelial-mesenchymal transition transforming growth factor-beta 1 receptor type I renal interstitial fibrosis
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Separate-Type Estimators for Estimating Population Ratio in Post-Stratified Sampling Using Variable Transformation
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作者 Aloy Chijioke Onyeka Chinyeaka Hostensia Izunobi Iheanyi Sylvester Iwueze 《Open Journal of Statistics》 2015年第1期27-34,共8页
The study proposes, along the line of [1], six separate-type estimators for estimating the population ratio of two variables in post-stratified sampling, using variable transformation. Properties of the proposed estim... The study proposes, along the line of [1], six separate-type estimators for estimating the population ratio of two variables in post-stratified sampling, using variable transformation. Properties of the proposed estimators were obtained up to first order approximations, both for achieved sample configurations (conditional argument) and over repeated samples of fixed size n (unconditional argument). Efficiency conditions, under which the proposed separate-type estimators would perform better than the associated customary separate-type estimators in terms of having smaller mean squared errors, were obtained. Furthermore, conditions under which some of the proposed separate-type estimators would perform better than other proposed separate-type estimators were also obtained. The optimum estimators among the proposed separate-type estimators were obtained and an empirical illustration confirmed the theoretical results. 展开更多
关键词 Variable transformation Separate-type ESTIMATOR OPTIMUM ESTIMATORS Ratio Product and Regression-type ESTIMATORS Mean Squared Error
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Comparison of the Length of Stay and Medical Expenditures among Japanese Hospitals for Type 2 Diabetes Treatments: The Box-Cox Transformation Model under Heteroscedasticity 被引量:2
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作者 Kazumitsu Nawata Koichi Kawabuchi 《Health》 CAS 2016年第1期49-63,共15页
In this paper, we analyzed length of stay (LOS) in hospitals and medical expenditures for type 2 diabetes patients. LOS was analyzed by the power Box-Cox transformation model when variances differed among hospitals. W... In this paper, we analyzed length of stay (LOS) in hospitals and medical expenditures for type 2 diabetes patients. LOS was analyzed by the power Box-Cox transformation model when variances differed among hospitals. We proposed a new test and consistent estimator. We rejected the ho-moscedasticity of variances among hospitals, and then analyzed the LOS of 12,666 type 2 diabetes patients hospitalized for regular medical treatments collected from 60 general hospitals in Japan. The variables found to affect LOS were age, number of comorbidities and complications, introduced by another hospital, one-week hospitalization, 2010 revision, specific-hospitalization-period (SHP), and principal diseases E11.5, E11.6 and E11.7. There were surprisingly large differences in ALOS among hospitals even after eliminating the influence of characteristics and conditions of patients. We then analyzed daily medical expenditure (DME) by the ordinary least squares methods. The variables that affected DME were LOS, number of comorbidities and complications, acute hospitalization, hospital’s own outpatient, season, introduced by another hospital, one-week hospitalization, 2010 revision, SHP, time trend, and principal diseases E11.2, E11.4 and E117. The DME did not decrease after the SHP. After eliminating the influences of characteristics and conditions of patients, the differences among hospitals were relatively small, 12% of the overall average. LOS is the main determinant of medical expenditures, and new incentives to reduce LOS are needed to control Japanese medical expenditures. Since at least 99% of patients require medical care after leaving the hospital, systems that take proper care of patients for long periods of time after hospitalization are absolutely necessary for efficient treatment of diabetes. 展开更多
关键词 type 2 Diabetes Medical Expenditure Length of Hospital Stay Cox-Box transformation HETEROSCEDASTICITY
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Advances in the Mechanisms of Hemorrhagic Transformation and Therapeutic Agents after Intravenous Thrombolysis in Ischemic Stroke
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作者 Yue Dai Yongyi Zhan +2 位作者 Mingtian Lu Zehua He Yu Liu 《Yangtze Medicine》 2024年第1期29-40,共12页
Ischemic stroke is an important disease leading to death and disability for all human beings, and the key to its treatment lies in the early opening of obstructed vessels and restoration of perfusion to the local infa... Ischemic stroke is an important disease leading to death and disability for all human beings, and the key to its treatment lies in the early opening of obstructed vessels and restoration of perfusion to the local infarcted area. Intravenous thrombolysis with tissue plasminogen activator (tPA) is one of the effective therapies to achieve revascularization, but it faces strict indications with a narrow therapeutic time window, and significantly increases the incidence of hemorrhagic transformation, HT, after reperfusion of the infarcted foci, which greatly reduces the incidence of patients with ischemic stroke. which significantly increases the incidence of hemorrhagic transformation (HT) after reperfusion of the infarcted focus, greatly reducing patient utilization and clinical benefit. Since the mechanism of HT has not been fully elucidated, and the related molecular mechanisms are complex and interactive, there is no specific and effective therapy to avoid the occurrence of HT. In this article, we focus on the research progress on the mechanism of HT after tPA intravenous thrombolysis in ischemic stroke patients from the aspects of vascular integrity disruption, oxidative stress, and neuroinflammatory response and the corresponding therapeutic strategies, in order to improve the safety and prognosis of tPA intravenous thrombolysis in the clinic. 展开更多
关键词 Hemorrhagic transformation Tissue-type Fibrinogen Activator Acute Ischemic Stroke Blood-Brain Barrier
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Isothermal and athermal martensitic transformations of ceria cerla doped zilrconian 被引量:1
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作者 音田哲彦 原纯平 +1 位作者 陈中春 早川元造 《材料与冶金学报》 CAS 2010年第3期211-216,共6页
Martensitic transformation behavior was studied for zirconia containing 4%~10% CeO2 (in mole fraction) by using a dilatometric method. The Ms (Martensite start temperature) decreased near linearly with increasing CeO... Martensitic transformation behavior was studied for zirconia containing 4%~10% CeO2 (in mole fraction) by using a dilatometric method. The Ms (Martensite start temperature) decreased near linearly with increasing CeO2. Different transformation modes were observed depending on the composition and cooling rate. ZrO2 containing 6% CeO2 showed isothermal transformation behavior, whereas ZrO2 containing 9% and 10% CeO2 showed athermal transformation behavior. However, ZrO2 containing 8% CeO2 showed either isothermal or athermal transformations behavior depending on the cooling rate. A TTT (Time-Temperature-Transformation) diagram was proposed for ZrO2 containing 8% CeO2. 展开更多
关键词 martensitic transformation ceria doped zirconia isothermal transformation athermal transformation thermally activated process burst type transformation
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串联电抗器式高阻抗变压器运行状态评估模型
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作者 陈子明 刘欢 +3 位作者 仲维灿 蔡涵颖 马红星 李平 《电子设计工程》 2025年第1期91-95,共5页
基于准确评估串联电抗器式高阻抗变压器运行状态的目的,诊断其故障级别,构建串联电抗器式高阻抗变压器运行状态评估模型。此模型从影响变压器运行状态的电气类、油气类、油化类、物理类因素着手,构建评估指标体系后,利用基于客观修正主... 基于准确评估串联电抗器式高阻抗变压器运行状态的目的,诊断其故障级别,构建串联电抗器式高阻抗变压器运行状态评估模型。此模型从影响变压器运行状态的电气类、油气类、油化类、物理类因素着手,构建评估指标体系后,利用基于客观修正主观的评估指标组合赋权方法,以客观修正主观的方式,为指标组合赋权;通过基于模糊综合评估的运行状态评估模型,计算全部赋权后评估指标因素隶属度,分析指标因素标准值后,计算全部指标因素评分值后,结合运行状态级别标准,判断变压器运行状态级别。结果可得,此模型对变压器运行状态级别信息评估结果准确,可得到100%一致的结果。 展开更多
关键词 串联电抗器式 高阻抗 变压器 运行状态评估 组合赋权 模糊综合评估
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基于Transformer神经网络的滚动轴承故障类型识别 被引量:14
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作者 邱大伟 刘子辰 +3 位作者 周一青 龙隆 谭雯雯 曹欢 《高技术通讯》 EI CAS 2021年第1期1-11,共11页
工程应用中的滚动轴承故障类型识别要求同时具有较高的识别准确度和时间效率,基于上述需求提出基于Transformer神经网络的滚动轴承故障类型识别方法。所提方法结合小波包变换时频域能量特征和快速傅里叶变换频域特征生成满足Transforme... 工程应用中的滚动轴承故障类型识别要求同时具有较高的识别准确度和时间效率,基于上述需求提出基于Transformer神经网络的滚动轴承故障类型识别方法。所提方法结合小波包变换时频域能量特征和快速傅里叶变换频域特征生成满足Transformer神经网络的输入样本矩阵,解决Transformer神经网络的输入问题。同时,提出应用于滚动轴承故障类型识别的归一化位置编码方法,解决Transformer神经网络在滚动轴承故障分析领域的位置编码问题。在此基础上,提出Transformer神经网络双向输入样本矩阵处理机制和算法训练过程中错误样本权重增强机制,提升所提方法的鲁棒性。使用KAt数据中心的滚动轴承数据集验证所提方法的识别性能,与现有常用深度学习方法相比,所提方法在时间效率和准确度性能上均有一定的优势,其中,准确度能够提升11%以上,单个样本的平均处理时间小于1 ms。 展开更多
关键词 滚动轴承 故障类型识别 transformer神经网络 前向特征矩阵 后向特征矩阵 归一化位置编码 权重增强
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基于Transformer和CNN特征融合的非接触式心率检测算法 被引量:1
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作者 毕福昆 李子静 +1 位作者 王彦平 孙宇 《信号处理》 CSCD 北大核心 2023年第11期2062-2070,共9页
心率失调是心血管疾病的常见危险因素,如何及时地对心率失调作出预警,成为了研究的热点。传统的心率检测是接触式的,检测十分不便。远程光电容积脉搏波描记法(Remote photoplethysmography,rPPG)的提出旨在实现无须接触的测量,在许多场... 心率失调是心血管疾病的常见危险因素,如何及时地对心率失调作出预警,成为了研究的热点。传统的心率检测是接触式的,检测十分不便。远程光电容积脉搏波描记法(Remote photoplethysmography,rPPG)的提出旨在实现无须接触的测量,在许多场景中具有巨大的应用价值。然而,非接触式的测量方法容易受到环境和受试者运动的影响。针对这些问题,本文提出了基于Transformer全局表达和CNN局部特征融合的非接触式心率检测模型(TC-Net)。本文搭建了一个并联的Transformer网络和CNN网络的TC-Net模型。本模型包括两个分支,CNN分支用于提取rPPG信号的局部区域特征,Transformer用于提取rPPG信号的全局表达。由于全局表达特征和局部特征两者特征长度不一,本文提出了特征交互模块,该模块通过卷积层和上下采样模块以对齐两个分支的特征长度。随后,TC-Net通过特征交互模块将局部特征和全局表达进行融合得到最终用于检测的特征向量。最后,在远程心率测量评估中最广泛使用基准之一MAHNOB-HCI数据集上进行对比验证,模型在误差偏差(MAE)、均方根误差(RMSE)和平均绝对百分比误差(MAPE)等三个指标上都达到了最佳水平。因此,本文提出的非接触式心率检测模型TC-Net基于Transformer全局表达和CNN局部特征融合,具有较高的准确性和鲁棒性。此外,TC-Net仅由简单的几层卷积层和注意力层搭建而成,模型复杂度低,便于后续投入实际应用。 展开更多
关键词 卷积神经网络 transformER 特征融合 非接触式 心率检测
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