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Reliability of Blood Pressure Measurements: An Analysis of the White Coat Effect and Its Fluctuations 被引量:4
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作者 Kazumitsu Nawata Moriyo Kimura 《Health》 2017年第3期506-519,共14页
In this paper, we evaluate the difference between the first and second measurements of blood pressure (BP) when BP is measured twice using the results of 17,775 medical checkups. The two measurements for both systolic... In this paper, we evaluate the difference between the first and second measurements of blood pressure (BP) when BP is measured twice using the results of 17,775 medical checkups. The two measurements for both systolic BP (SBP) and the diastolic BP (DBP) fluctuated a large amount even though they were measured at a short interval. The first measurements were 6.7 and 2.4 mmHg higher than the second ones for SBP and DBP, suggesting a white coat effect. Then, the factors that might affect the differences between the two measurements were analyzed by the regression models. For both SBP and DBP, the difference increased as the first measurement increased. Age, gender, BMI and alcohol consumption were other important factors affecting the difference. In the case of a typical male individual, the typical criteria for hypertension of 140/90, 160/100 and 180/110 mmHg criteria in the first measurement would correspond to 135/86, 150/94 and 165/102 mmHg in the second measurement. The necessity of developing accurate and cost-efficient BP measurement methods is strongly suggested. 展开更多
关键词 BLOOD pressure measurement Hypertension White COAT Effect Medical CHECKUP FLUCTUATION of BLOOD pressure
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Side abutment pressure distribution by field measurement 被引量:8
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作者 WANG Lian-guo SONG Yang +1 位作者 HE Xing-hua ZHANG Jian 《Journal of China University of Mining and Technology》 EI 2008年第4期527-530,共4页
Given the 7123 working face in the Qidong Coal Mine of the Wanbei Mining Group, nine dynamic roof monitors were installed in the crossheading to measure the amount and velocity of roof convergence in different positio... Given the 7123 working face in the Qidong Coal Mine of the Wanbei Mining Group, nine dynamic roof monitors were installed in the crossheading to measure the amount and velocity of roof convergence in different positions and at different times and three steel bored stress sensors were installed in the return airway to measure rock stress at depth. On the basis of this arrange- ment, the rule of change of the distribution of the side abutment pressure with the advance of the working face and movement of overlying strata was studied. The rule of change and the stability of rock stress at depth were measured. Secondly, the affected area and stability time of the side abutment pressure were also studied. The results show that: 1) During working, the face advanced distance was from 157 m to 99 m, the process was not effected by mining induced pressure. When the distance was 82 m, the posi- tion of peak stress was 5 m away from the coal wall. When the distance was 37 m, the position of peak stress away from the coal wall was about 15 m to 20 m and finally reached a steady state; 2) the time and the range of the peak of side rock pressure obtained from stress sensors were consistent with the results from the dynamic roof monitors; 3) the position of the peak pressure was 25 m away from the coal wall. 展开更多
关键词 field measurement side abutment pressure peak pressure pressure distribution
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Numerical analysis of stress distribution in the upper arm tissues under an inflatable cuff:Implications for noninvasive blood pressure measurement 被引量:3
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作者 Zhipeng Deng Fuyou Liang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2016年第5期959-969,共11页
An inflatable cuff wrapped around the upper arm is widely used in noninvasive blood pressure measurement.However, the mechanical interaction between cuff and arm tissues, a factor that potentially affects the accuracy... An inflatable cuff wrapped around the upper arm is widely used in noninvasive blood pressure measurement.However, the mechanical interaction between cuff and arm tissues, a factor that potentially affects the accuracy of noninvasive blood pressure measurement, remains rarely addressed. In the present study, finite element(FE) models were constructed to quantify intra-arm stresses generated by cuff compression, aiming to provide some theoretical evidence for identifying factors of importance for blood pressure measurement or explaining clinical observations. Obtained results showed that the simulated tissue stresses were highly sensitive to the distribution of cuff pressure on the arm surface and the contact condition between muscle and bone. In contrast, the magnitude of cuff pressure and small variations in elastic properties of arm soft tissues had little influence on the efficiency of pressure transmission in arm tissues. In particular, it was found that a thickened subcutaneous fat layer in obese subjects significantly reduced the effective pressure transmitted to the brachial artery, which may explain why blood pressure overestimation occurs more frequently in obese subjects in noninvasive blood pressure measurement. 展开更多
关键词 Noninvasive blood pressure measurement Inflatable cuff Upper arm Finite element(FE) model Loading and contact conditions Stress distribution Obese patients
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Experimental Tibetan monkey domestication and its application for intraocular pressure measurement 被引量:2
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作者 Yong Yi, Xu-Yang Liu 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2012年第3期277-280,共4页
AIM: To train Tibetan monkey (Macaca thibetana) for intraocular pressure (IOP) measurement in conscious state and obtain normal IOP in conscious Tibetan Macaque. METHODS: The training was based on award-conditioned be... AIM: To train Tibetan monkey (Macaca thibetana) for intraocular pressure (IOP) measurement in conscious state and obtain normal IOP in conscious Tibetan Macaque. METHODS: The training was based on award-conditioned behavior. Food stimulation and human-animal interaction were used in this training. RESULTS: Trained Tibetan monkeys calmly accepted IOP measurement by the TonoVete (R) rebound tonometer without sedation or anesthesia and their IOP values were similar to other primates. CONCLUSION: Human-cultivated Thibetan monkeys are tamable, and can be used for biomedical research such as ophthalmic research without anesthesia. 展开更多
关键词 Macaca thibetana DOMESTICATION conscious intraocular pressure measurement
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Wireless contactless pressure measurement of an LC passive pressure sensor with a novel antenna for high-temperature applications 被引量:1
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作者 李晨 谭秋林 +3 位作者 薛晨阳 张文栋 李运芝 熊继军 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第4期540-545,共6页
In this paper, a novel antenna is proposed for high-temperature testing, which can make the high-temperature pressure characteristics of a wireless passive ceramic pressure sensor demonstrated at up to a temperature o... In this paper, a novel antenna is proposed for high-temperature testing, which can make the high-temperature pressure characteristics of a wireless passive ceramic pressure sensor demonstrated at up to a temperature of 600℃. The design parameters of the antenna are similar to those of the sensor, which will increase the coupling strength between the sensor and testing antenna. The antenna is fabricated in thick film integrated technology, and the properties of the alumina ceramic and silver ensure the feasibility of the antenna in high-temperature environments. The sensor, coupled with the ceramic antenna, is investigated using a high-temperature pressure testing platform. The experimental measurement results show that the pressure signal in a harsh environment can be detected by the frequency diversity of the sensor. 展开更多
关键词 ceramic antenna contactless pressure measurement high-temperature application wireless passive pressure sensor
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A New Measurement System for Static and Dynamic Clothing Pressure 被引量:2
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作者 王永荣 张佩华 冯勋伟 《Journal of Donghua University(English Edition)》 EI CAS 2011年第3期278-280,共3页
This study aims to develop a system and measurement method for investigating the static and dynamic pressure behavior of compression products. The self-designed measurement system, named "cloth-press" (LLY-5... This study aims to develop a system and measurement method for investigating the static and dynamic pressure behavior of compression products. The self-designed measurement system, named "cloth-press" (LLY-56B), is a direct measurement method, which is based on a rigid hemisphere with three pressure sensors distributed on its surface. The static pressure is measured at predetermined press depth, and the dynamic pressure is measured under the processing of fabric 3D deformation. The pressure distributions at the basic three sites are accepted as the measurement results. The measurement results provide much information in the field of compression fabric assessment, and the measurement system can be used in scientific research institutes and factories, contributing to optimize process parameters and quality control of compression garment. 展开更多
关键词 STATIC DYNAMIC pressure distribution compression fabric measurement system
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Distribution laws of abutment pressure around fully mechanized top-coal caving face by in-situ measurement 被引量:2
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作者 CHANG Ju-cai 《Journal of Coal Science & Engineering(China)》 2011年第1期1-5,共5页
In order to obtain the distribution rules of abutment pressure around the 1151 (3) fully mechanized top-coal caving (FMTC) face of Xieqiao Colliery, the KSE-II-1 type bore-hole stress gauges were installed in the ... In order to obtain the distribution rules of abutment pressure around the 1151 (3) fully mechanized top-coal caving (FMTC) face of Xieqiao Colliery, the KSE-II-1 type bore-hole stress gauges were installed in the tailentry and headentry to measure the mining-induced stress. The distribution rules of the front and side abutment pressure were demonstrated. The results show that distribution rules of stress are obviously different in the vicinity of the face and entries. The peak value of abutment pressure in the protective coal pillar and face are located commonly in front of the working face along the strike, and they are located at the stress-decreased zone near the face. There is no stress peak value in the lateral coal mass beside the headentry in front of the face on the strike, and the peak value of abutment pressure appears at the rear area of the face. There are stress peak values both in the protective coal pillar and in the lateral coal mass beside the headentry to the dip. 展开更多
关键词 fully mechanized top-coal caving face abutment pressure in-situ measurement
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A Deep Learning-Based Continuous Blood Pressure Measurement by Dual Photoplethysmography Signals 被引量:1
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作者 Chih-Ta Yen Sheng-Nan Chang +1 位作者 Liao Jia-Xian Yi-Kai Huang 《Computers, Materials & Continua》 SCIE EI 2022年第2期2937-2952,共16页
This study proposed a measurement platform for continuous blood pressure estimation based on dual photoplethysmography(PPG)sensors and a deep learning(DL)that can be used for continuous and rapid measurement of blood ... This study proposed a measurement platform for continuous blood pressure estimation based on dual photoplethysmography(PPG)sensors and a deep learning(DL)that can be used for continuous and rapid measurement of blood pressure and analysis of cardiovascular-related indicators.The proposed platform measured the signal changes in PPG and converted them into physiological indicators,such as pulse transit time(PTT),pulse wave velocity(PWV),perfusion index(PI)and heart rate(HR);these indicators were then fed into the DL to calculate blood pressure.The hardware of the experiment comprised 2 PPG components(i.e.,Raspberry Pi 3 Model B and analog-todigital converter[MCP3008]),which were connected using a serial peripheral interface.The DL algorithm converted the stable dual PPG signals acquired from the strictly standardized experimental process into various physiological indicators as input parameters and finally obtained the systolic blood pressure(SBP),diastolic blood pressure(DBP)and mean arterial pressure(MAP).To increase the robustness of the DL model,this study input data of 100 Asian participants into the training database,including those with and without cardiovascular disease,each with a proportion of approximately 50%.The experimental results revealed that the mean absolute error and standard deviation of SBP was 0.17±0.46 mmHg.The mean absolute error and standard deviation of DBP was 0.27±0.52 mmHg.The mean absolute error and standard deviation of MAP was 0.16±0.40 mmHg. 展开更多
关键词 Deep learning(DL) blood pressure continuous non-invasive blood pressure measurement photoplethysmography(PGG)
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Online dynamic measurement of saturation-capillary pressure relation in sandy medium under water level fluctuation 被引量:1
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作者 李雁 周劲风 +1 位作者 徐军 KAMON M 《Journal of Central South University》 SCIE EI CAS 2010年第1期85-92,共8页
An online dynamic method based on electrical conductivity probe, tensiometer and datataker was presented to measure saturation-capillary pressure (S-p) relation in water-light nonaqueous phase liquid (LNAPL) two-p... An online dynamic method based on electrical conductivity probe, tensiometer and datataker was presented to measure saturation-capillary pressure (S-p) relation in water-light nonaqueous phase liquid (LNAPL) two-phase sandy medium under water level fluctuation. Three-electrode electrical conductivity probe (ECP) was used to measure water saturation. Hydrophobic tensiometer was obtained by spraying waterproof material to the ceramic cup of commercially available hydrophilic tensiometer. A couple of hydrophilic tensiometer and hydrophobic tensiometer were used to measure pore water pressure and pore LNAPL pressure of the sandy medium, respectively. All the signals from ECP and tensiometer were collected by a data taker connected with a computer. The results show that this method can finish the measurement of S-R relation of a complete drainage or imbibition process in less than 60 min. It is much more timesaving compared with 10-40 d of traditional methods. Two cycles of water level fluctuation were produced, and four saturation-capillary pressure relations including two stable residual LNAPL saturations of the sandy medium were obtained during in 350 h. The results show that this method has a good durable performance and feasibility in the porous medium with complicated multiphase flow. Although further studies are needed on the signal stability and accuracy drift of the ECP, this online dynamic method can be used successfully in the rapid characterization of a LNAPL migration in porous media. 展开更多
关键词 water level fluctuation saturation-capillary pressure (S-p) relation online dynamic measurement
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The Evaluation of Measurement Uncertainty and Its Application in the Vacuum Pressure Measurement 被引量:1
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作者 Yulin Zhou Xin Quan Tieniu Yang 《Open Journal of Applied Sciences》 2015年第8期495-500,共6页
In order to accurately measure the pressure and the pressure difference between two points in the vacuum chamber, a large number of experimental data were used to research the performance of the three capacitance diap... In order to accurately measure the pressure and the pressure difference between two points in the vacuum chamber, a large number of experimental data were used to research the performance of the three capacitance diaphragm gauge and analysis the main influences of the uncertainly degree of pressure in the process. In this paper, three kind of uncertainty, such as the single uncertainty, the synthesis uncertainty and the expanded uncertainty of the three capacitance diaphragm gauges are introduced in detail in pressure measurement. The results show that the performance difference of capacitance diaphragm gauge can be very influential to the accuracy of the pressure difference measurement and the uncertainty of different pressure can be very influential to pressure measurement. That for accurately measuring pressure and pressure difference has certain reference significance. 展开更多
关键词 CAPACITANCE DIAPHRAGM GAUGES pressure measurement measurement UNCERTAINTY
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An improved outer pipe method for expansive pressure measurement of static cracking agents 被引量:1
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作者 Shuai Xu Pengyuan Hou +1 位作者 Runran Li Fidelis T.Suorineni 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2022年第1期27-39,共13页
Static cracking agent(SCA)is actively investigated as an alternative to explosive blasting for rock breakage due to its immense expansion property.SCA can eliminate the negative effects of shock,noise and harmful gase... Static cracking agent(SCA)is actively investigated as an alternative to explosive blasting for rock breakage due to its immense expansion property.SCA can eliminate the negative effects of shock,noise and harmful gases encountered in explosive blasting processes.Accurate measurement and deep understanding of the expansive properties of SCAs are important in their industrial application.An improved outer pipe method(OPM),termed the upper end surface method(UESM),is proposed in this paper to overcome the shortcomings of the OPM in the expansive pressure measurement of SCAs.Numerical simulation is used to proof the concept and a mathematical model established to relate the internal pressure and the radial strains at different positions in the upper end surface method test equipment.The new equipment is calibrated using oil pressure and strain measurements.The calibrated equipment is then used to measure the expansion pressure of SCA at three different water contents to proof its potential.The differences in the measurements with OPM and UESM at three different moisture contents are less than 4%.The experimental results confirm the accuracy and applicability of the more user friendly and less expensive UESM in the measurement of the expansive pressures of SCAs. 展开更多
关键词 Static cracking agent Hydration reaction Expansive pressure measurement Outer pipe method Upper end surface method Numerical simulation
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Liquid Level Measurement in Oil Tanks Based on Double-differential Pressure Technique 被引量:1
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作者 WEN Shu hui, DUAN Hui fang (School of Electr. Eng., Yanshan University, Qinhuangdao 066004, CHN) 《Semiconductor Photonics and Technology》 CAS 2001年第3期168-171,176,共5页
The system principle and configuration of the double differential pressure method for measuring oil tank level are presented. The fundamental method and circuit of fiber optic transmission are analyzed .The accuracy a... The system principle and configuration of the double differential pressure method for measuring oil tank level are presented. The fundamental method and circuit of fiber optic transmission are analyzed .The accuracy and security of level measurement in the oil tanks have been greatly improved. 展开更多
关键词 Double differential pressure technique Level measurement Fiber optic transmission
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Reliability of gas holdup measurements using the differential pressure method in a cyclone-static micro-bubble flotation column 被引量:1
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作者 Xia Wencheng Yang Jianguo Wang Yuling 《Mining Science and Technology》 EI CAS 2011年第6期797-801,共5页
Gas holdup is one of the key parameters in flotation process. Gas holdup as measured by a differential pressure method was investigated and the relative errors compared to the average gas holdup from the volume expans... Gas holdup is one of the key parameters in flotation process. Gas holdup as measured by a differential pressure method was investigated and the relative errors compared to the average gas holdup from the volume expansion method. The errors were used to establish optimum measurement positions. The results show that the measurement position should be in the middle of the column and in the region half way from the center to the wall (the half-radius). The gas holdup along the axial direction is lower at the bottom and higher at the top of the floatation column. The gas holdup along the radial direction is lower near the wall and higher near the center of the flotation column. The average gas holdup measure- ment can be replaced by regional gas holdup values. 展开更多
关键词 Gas holdup distribution Differential pressure method measurement positions Axial direction Radial direction
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Experimental Measurement on Dynamic Pressures of a Large Container Ship
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作者 Huilong Ren 1) Jingzheng Song 1) Yangshang Dai 1) Li Xu 2) (Harbin Engineering University 1) ,Harbin 150001,P.R.China) (China Classification Society 2) ,Beijing 100006,P.R.China) 《武汉理工大学学报(交通科学与工程版)》 1999年第S1期82-84,共3页
An experiment is carried out to investigate the pressures acting on the hull of a container ship in regular waves,The experimental results are important to develop the theoretical calculation method for the dynamic pr... An experiment is carried out to investigate the pressures acting on the hull of a container ship in regular waves,The experimental results are important to develop the theoretical calculation method for the dynamic pressures. 展开更多
关键词 pressure REGULAR WAVE measurement
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Cubic anvil cell apparatus for high-pressure and low-temperature physical property measurements 被引量:3
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作者 Jin-Guang Cheng Bo-Sen Wang +1 位作者 Jian-Ping Sun Yoshiya Uwatoko 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第7期100-106,共7页
We will build a cubic anvil cell (CAC) apparatus for high-pressure and low-temperature physical property measurements in the synergic extreme condition user facility (SECUF). In this article, we first introduce th... We will build a cubic anvil cell (CAC) apparatus for high-pressure and low-temperature physical property measurements in the synergic extreme condition user facility (SECUF). In this article, we first introduce the operating principle, the development history, and the current status of the CAC apparatus, and subsequently describe the design plan and technical targets for the CAC in SECUF. We will demonstrate the unique advantages of CAC, i.e., excellent pressure homogeneity and large hydrostatic pressure capacity, by summarizing our recent research progresses using CAC. Finally, we conclude by providing some perspectives on the applications of CAC in the related research fields. 展开更多
关键词 cubic anvil cell high-pressure measurements temperature-pressure phase diagram strongly cor-related electron systems
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High-pressure synergetic measurement station(HP-SymS)
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作者 Xiaohui Yu Fangfei Li +4 位作者 Yonghao Han Fang Hong Changqing Jin Zhi He Qiang Zhou 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第7期8-19,共12页
In the High-Pressure Synergetic Measurements Station (HP-SymS) of the Synergic Extreme Condition User Facility (SECUF), we will develop ultrahigh-pressure devices based on diamond-anvil cell (DAC) techniques, wi... In the High-Pressure Synergetic Measurements Station (HP-SymS) of the Synergic Extreme Condition User Facility (SECUF), we will develop ultrahigh-pressure devices based on diamond-anvil cell (DAC) techniques, with a target pressure up to 300 GPa. With the use of cryostat and magnet, we will reach 300 GPa4.2 K-9 T and conduct simultaneous measurements of the electrical-transport property and Raman/Brillouin spectrascopy. With resistance heating and laser heating, we will reach temperatures of at least 1000 and 3000 K, respectively, coupled with Raman/Brillouin spectroscopy measurements. Some designs of supporting devices, such as a femtosecond laser gasket-drilling device, electrode-deposition device, and the gas-loading device, are also introduced in this article. Finally, we conclude by providing some perspectives on the applications of the DAC in related research fields. 展开更多
关键词 high pressure synergetic measurements diamond-anvil cell (DAC)
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A pilot study of the precision of digital intraocular pressure measurement during vitrectomy
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作者 Can-Can Xue Shu-Shan Li +3 位作者 Jin-Hong Miao Se-Fei Wu Xue-Ling Tian Chun Zhang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2020年第10期1574-1579,共6页
AIM:To evaluate the precision of digital intraocular pressure(IOP)measurement in silicone oil(SO)filled eyes during vitrectomy.METHODS:This is a retrospective,single-blind study.Patients who were diagnosed with retina... AIM:To evaluate the precision of digital intraocular pressure(IOP)measurement in silicone oil(SO)filled eyes during vitrectomy.METHODS:This is a retrospective,single-blind study.Patients who were diagnosed with retinal detachment and scheduled for vitrectomy with SO injection were consecutively enrolled.During the vitrectomy,IOP was digitally measured and then by a rebound tonometer(Icare PRO).The rebound tonometer readings were masked to the surgeons.The digitally measured IOP and that of rebound tonometer were compared,and the inter-methods agreement was assessed.The absolute deviation in IOP values between these two methods(△IOP)was also calculated,and correlations between△IOP and refractive status,lens status and levels of surgeons’experience were analyzed.RESULTS:A total of 131 patients(131 eyes)were recruited,with a mean age of 51.0±16.1 y.There was no significant difference in IOPs between digital measurement and the rebound tonometer(15.6±4.3 vs 15.7±5.1 mm Hg;t=0.406,P=0.686).Intraclass correlation coefficients(ICC)analysis indicated a strong correlation between these two measurements(ICC=0.830,P<0.001).The mean△IOP was 2.0±1.9 mm Hg(range:0-12.8 mm Hg),with 98 eyes(74.8%)had the△IOP within 3 mm Hg.△IOP was found to be negatively correlated with levels of surgeons’experience(r=-0.183;P=0.037),but not with the refractive status or lens status of the patients(both P>0.05).CONCLUSION:For experienced surgeons,the digital IOP measurement may be an acceptable technique for IOP measurement in SO filled eyes during vitrectomy.However,its use by inexperienced surgeons should be taken with caution. 展开更多
关键词 digital intraocular pressure measurement intraocular pressure silicone oil VITRECTOMY
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Automatic measurement of air-pressure sensor based on two-pressure control instrument
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作者 丁红英 赵湛 +1 位作者 轩运动 方震 《Journal of Measurement Science and Instrumentation》 CAS 2013年第1期6-9,共4页
To measure the performance of high precision air-pressure sensors in below normal pressure,an automatic measurement instrument has been designed and implemented.It can simulate environment of low pressure from 300hPa ... To measure the performance of high precision air-pressure sensors in below normal pressure,an automatic measurement instrument has been designed and implemented.It can simulate environment of low pressure from 300hPa to 1 000hPa with high accuracy by proportional-integral-derivative(PID)control quickly,and it can also generate various relative humidity by two-pressure control.The results show that this instrument can reach controlled pressure quickly.And it works well with the minimum average pressure difference,and the fluctuation is±0.02hPa at 500hPa.And it can keep in a stable status for a long time.It works well in performance testing of pressure sensors.The structure of the system is simple,takes small investment,and can be operated conveniently. 展开更多
关键词 automatic measurement two-pressure pressure sensor proportional integral derivative(PID)control
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A blood pressure measurement method based on synergetics theory
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作者 Hong-jin GUO,Jian-jun HAO,Ting WANG,Zhi-xin CHENG (College of Information and Electronical Engineering,Shandong University of Science and Technology,Qingdao 266510,China) 《Journal of Measurement Science and Instrumentation》 CAS 2010年第S1期155-159,150,共6页
The principle for blood pressure measurement using pulse transit time is introduced in this paper.And the math model of synergetics theory is studied in detail.The synergetics theory is applied in the analysis of bloo... The principle for blood pressure measurement using pulse transit time is introduced in this paper.And the math model of synergetics theory is studied in detail.The synergetics theory is applied in the analysis of blood pressure measurement data.The simulation results show that the application of synergetics theory is helpful to judge the normal blood pressure,and the accuracy is up to 80%. 展开更多
关键词 pulse wave synergetics theor Blood pressure measurement
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Non-Intrusive Objective Speech Quality Measurement Based on Fuzzy GMM and SVR for Narrowband Speech
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作者 王晶 张莹 +1 位作者 赵胜辉 匡镜明 《Journal of Beijing Institute of Technology》 EI CAS 2010年第1期76-81,共6页
Based on fuzzy Gaussian mixture model (FGMM) and support vector regression (SVR),an improved version of non-intrusive objective measurement for assessing quality of output speech without inputting clean speech is ... Based on fuzzy Gaussian mixture model (FGMM) and support vector regression (SVR),an improved version of non-intrusive objective measurement for assessing quality of output speech without inputting clean speech is proposed for narrowband speech.Its perceptual linear predictive (PLP) features extracted from clean speech and clustered by FGMM are used as an artificial reference model.Input speech is separated into three classes,for each a consistency parameter between each feature pair from test speech signals and its counterpart in the pre-trained FGMM reference model is calculated and mapped to an objective speech quality score using SVR method.The correlation degree between subjective mean opinion score (MOS) and objective MOS is analyzed.Experimental results show that the proposed method offers an effective technique and can give better performances than the ITU-T P.563 method under most of the test conditions for narrowband speech. 展开更多
关键词 non-intrusive measurement objective speech quality fuzzy Gaussian mixture model (FGMM) support vector regression (SVR)
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