Computing in cardiology最新文献

筛选
英文 中文
Patient-Specific Time-Varying Association between Spatial and Temporal Variability in Repolarization and High Sensitivity Troponin I. 复极化与高敏感性肌钙蛋白I的时空变异之间的患者特异性时变关联。
Computing in cardiology Pub Date : 2016-09-01 Epub Date: 2017-03-02
Larisa G Tereshchenko, Albert Feeny
{"title":"Patient-Specific Time-Varying Association between Spatial and Temporal Variability in Repolarization and High Sensitivity Troponin I.","authors":"Larisa G Tereshchenko,&nbsp;Albert Feeny","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>We hypothesized that the patient-specific time-varying changes in the spatial and temporal variability in cardiac repolarization (quantified by spatial TT' angle), and in myocardial injury (measured by high sensitivity troponin I, hsTnI), are independently associated with each other. Spatial TT' angle on resting 12-lead ECG (transformed to vectorcardiogram) and hsTnI were measured simultaneously every 3 hours during a 12-hour observation period in a prospective cohort of emergency department patients (n=379; age 57.8±13.2y; 54% female, 64% black), diagnosed with acute coronary syndrome (ACS; n=28), acute decompensated heart failure (ADHF; n=35), or an acute non-cardiac condition (n=316). High (above median) HsTnI in ACS was characterized by significantly larger TT' angle (12±8 vs 5±2 degrees; P=0.01) 12 hours after admission, but not earlier. In adjusted multinomial logit model, spatial TT' angle was associated with ADHF (Relative Risk Ratio 6.24 (95%CI 1.32-29.57; P=0.021), but not ACS. After full adjustment for confounders in random-effect linear regression, a 10-fold increase in hsTnI in a specific study participant was associated with 1.05 (95%CI 0.19 - 1.92) degrees increase in spatial TT' angle. Longitudinal association of hsTnI and TT' angle was especially prominent in patients with acute non-cardiac conditions, but not in ACS or ADHF.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":" ","pages":"333-336"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5604480/pdf/nihms849300.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"35535139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Generation of Combined-Modality Tetrahedral Meshes. 组合模态四面体网格的生成。
Computing in cardiology Pub Date : 2015-09-01 DOI: 10.1109/CIC.2015.7411070
Karli Gillette, Jess Tate, Brianna Kindall, Peter Van Dam, Edward Kholmovski, Robert MacLeod
{"title":"Generation of Combined-Modality Tetrahedral Meshes.","authors":"Karli Gillette,&nbsp;Jess Tate,&nbsp;Brianna Kindall,&nbsp;Peter Van Dam,&nbsp;Edward Kholmovski,&nbsp;Robert MacLeod","doi":"10.1109/CIC.2015.7411070","DOIUrl":"https://doi.org/10.1109/CIC.2015.7411070","url":null,"abstract":"<p><p>Registering and combining anatomical components from different image modalities, like MRI and CT that have different tissue contrast, could result in patient-specific models that more closely represent underlying anatomical structures. In this study, we combined a pair of CT and MRI scans of a pig thorax to make a tetrahedral mesh and compared different registration techniques including rigid, affine, thin plate spline morphing (TPSM), and iterative closest point (ICP), to superimpose the segmented bones from the CT scan on the soft tissues segmented from the MRI. The TPSM and affine-registered bones remained close to, but not overlapping, important soft tissue. Simulation models, including an ECG forward model and a defibrillation model, were computed on generated multi-modality meshes after TPSM and affine registration and compared to those based on the original torso mesh.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":"2015 ","pages":"953-956"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/CIC.2015.7411070","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"34469628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The PhysioNet/Computing in Cardiology Challenge 2015: Reducing False Arrhythmia Alarms in the ICU. 2015年物理网络/计算心脏病学挑战赛:减少重症监护室心律失常的假警报。
Computing in cardiology Pub Date : 2015-09-01 DOI: 10.1109/CIC.2015.7408639
Gari D Clifford, Ikaro Silva, Benjamin Moody, Qiao Li, Danesh Kella, Abdullah Shahin, Tristan Kooistra, Diane Perry, Roger G Mark
{"title":"The PhysioNet/Computing in Cardiology Challenge 2015: Reducing False Arrhythmia Alarms in the ICU.","authors":"Gari D Clifford,&nbsp;Ikaro Silva,&nbsp;Benjamin Moody,&nbsp;Qiao Li,&nbsp;Danesh Kella,&nbsp;Abdullah Shahin,&nbsp;Tristan Kooistra,&nbsp;Diane Perry,&nbsp;Roger G Mark","doi":"10.1109/CIC.2015.7408639","DOIUrl":"https://doi.org/10.1109/CIC.2015.7408639","url":null,"abstract":"<p><p>High false alarm rates in the ICU decrease quality of care by slowing staff response times while increasing patient delirium through noise pollution. The 2015 Physio-Net/Computing in Cardiology Challenge provides a set of 1,250 multi-parameter ICU data segments associated with critical arrhythmia alarms, and challenges the general research community to address the issue of false alarm suppression using all available signals. Each data segment was 5 minutes long (for real time analysis), ending at the time of the alarm. For retrospective analysis, we provided a further 30 seconds of data after the alarm was triggered. A collection of 750 data segments was made available for training and a set of 500 was held back for testing. Each alarm was reviewed by expert annotators, at least two of whom agreed that the alarm was either true or false. Challenge participants were invited to submit a complete, working algorithm to distinguish true from false alarms, and received a score based on their program's performance on the hidden test set. This score was based on the percentage of alarms correct, but with a penalty that weights the suppression of true alarms five times more heavily than acceptance of false alarms. We provided three example entries based on well-known, open source signal processing algorithms, to serve as a basis for comparison and as a starting point for participants to develop their own code. A total of 38 teams submitted a total of 215 entries in this year's Challenge.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":"2015 ","pages":"273-276"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/CIC.2015.7408639","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"34502592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 124
Controlled Activation for Interrogation of the Electrophysiological Substrate. 电生理底物的受控活化研究。
Computing in cardiology Pub Date : 2014-09-09
Joshua Je Blauer, Fred Han, Ravi Ranjan, Nassir F Marrouche, Rob S MacLeod
{"title":"Controlled Activation for Interrogation of the Electrophysiological Substrate.","authors":"Joshua Je Blauer,&nbsp;Fred Han,&nbsp;Ravi Ranjan,&nbsp;Nassir F Marrouche,&nbsp;Rob S MacLeod","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>Ectopic activation and conduction may give rise to arrhythmias when a diseased myocardial substrate exists. Electrophysiological mapping studies that record electrical properties of the heart in sinus rhythm may fail to uncover pro-arrhythmic substrates that are triggered by ectopy. In this study we use simulation and experimental models of clinical, trackable, loop catheters to interrogate regions of myocardium by stimulating and recording with multiple activation patterns. Longitudinal and traverse conduction velocities of the tissue were acquired from the pacing protocol. Artifacts resulting from variable distance between the recording electrodes and pacing site were also detected and removed. This study demonstrates that the mapping of local tissue properties with variable activation patterns is feasible and can expose features of the electrophysiological substrate that can not be recovered during sinus conduction.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":"2014 ","pages":"189-192"},"PeriodicalIF":0.0,"publicationDate":"2014-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4605440/pdf/nihms687032.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"34165166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Practical Algorithm for Improving Localization and Quantification of Left Ventricular Scar. 一种改进左心室疤痕定位与量化的实用算法。
Computing in cardiology Pub Date : 2014-09-07
Brian Zenger, Joshua Cates, Alan Morris, Eugene Kholmovski, Alexander Au, Ravi Ranjan, Nazem Akoum, Chris McGann, Brent Wilson, Nassir Marrouche, Frederick T Han, Rob S MacLeod
{"title":"A Practical Algorithm for Improving Localization and Quantification of Left Ventricular Scar.","authors":"Brian Zenger,&nbsp;Joshua Cates,&nbsp;Alan Morris,&nbsp;Eugene Kholmovski,&nbsp;Alexander Au,&nbsp;Ravi Ranjan,&nbsp;Nazem Akoum,&nbsp;Chris McGann,&nbsp;Brent Wilson,&nbsp;Nassir Marrouche,&nbsp;Frederick T Han,&nbsp;Rob S MacLeod","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>Current approaches to classification of left ventricular scar rely on manual segmentation of myocardial borders and manual classification of scar tissue. In this paper, we propose an novel, semi-automatic approach to segment the left ventricular wall and classify scar tissue using a combination of modern image processing techniques. We obtained high-resolution magnetic resonance angiograms (MRA) and late-gadolinium enhanced magnetic resonance imaging (LGE-MRI) in 14 patients who had ventricular scar from a prior myocardial infarction. We applied (1) a level set-based segmentation approach using a combination of the MRA and LGE-MRI to segment the myocardium and then (2) an automated signal intensity algorithm (Otsu thresholding) to identify ventricular scar tissue. We compared results from both steps to those of expert observers. The LVgeometry using the semi-automated segmentation method had a mean overlap of 94% with the manual segmentations. The scar volumes obtained with the Otsu method correlated with the expert observer scar volumes (Dice comparison coefficient of 0.85± 0.11). This proof of concept segmentation pipeline provides a more objective method for identifying scar in the left ventricle than manual approaches.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":"2014 ","pages":"105-108"},"PeriodicalIF":0.0,"publicationDate":"2014-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4593325/pdf/nihms687031.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"34073195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Verification of a Defibrillation Simulation Using Internal Electric Fields in a Human Shaped Phantom. 在人形幻影中使用内部电场的除颤仿真验证。
Computing in cardiology Pub Date : 2014-09-07
Jess Tate, Thomas Pilcher, Kedar Aras, Brett Burton, Rob MacLeod
{"title":"Verification of a Defibrillation Simulation Using Internal Electric Fields in a Human Shaped Phantom.","authors":"Jess Tate,&nbsp;Thomas Pilcher,&nbsp;Kedar Aras,&nbsp;Brett Burton,&nbsp;Rob MacLeod","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>We have developed a computer simulation to evaluate the success of Implantable Cardioverter Defibrillators (ICDs) in a patient specific manner. Though we have verified the simulations by means of surface recordings of shock potentials in humans, recordings of potentials within the heart and torso are needed to further verify the model for use in a clinical setting. We suspended an ex-planted porcine heart in a torso shaped electrolytic tank and recorded potentials on the tank surface, the epicardial surface, and within the myocardium during ICD shocks and compared these recordings to finite element solutions based on the same geometries. Potentials recorded from the surface and within the volume of the torso tank agreed well with the simulated potentials. Quantitative comparison between recorded and simulated potentials showed a mean correlation of 0.90, a mean normalized RMS error of 0.102, and a mean relative error of 26.5%. These results suggest that our simulation model can guide the optimization of ICD design and use.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":"2014 ","pages":"689-692"},"PeriodicalIF":0.0,"publicationDate":"2014-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4593324/pdf/nihms687028.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"34073196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of Analytical Approach for an Automated Analysis of Continuous Long-Term Single Lead ECG for Diagnosis of Paroxysmal Atrioventricular Block. 用于诊断阵发性房室传导阻滞的连续长期单导联心电图自动分析方法的发展。
Computing in cardiology Pub Date : 2014-09-07
Muammar M Kabir, Larisa G Tereshchenko
{"title":"Development of Analytical Approach for an Automated Analysis of Continuous Long-Term Single Lead ECG for Diagnosis of Paroxysmal Atrioventricular Block.","authors":"Muammar M Kabir,&nbsp;Larisa G Tereshchenko","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>Reliable detection of significant ECG features such as the P-wave, QRS-complex and T-wave are of major clinical importance. In this paper we introduce a new algorithm based on synchrosqueezing wavelet transform for detection of P-waves in long-term ECG recordings. Synchrosqueezing is a powerful time-frequency analysis tool that provides precise frequency representation of a multicomponent signal through mode decomposition. First, we analyzed four wavelet filters with different filter parameters, to identify the best specification for quantification of QRS and P-wave. Second, the algorithm was tested on ECG recording comprising of events with paroxysmal atrioventricular block and validated through visual scanning. Using morlet wavelet with a peak frequency of 5Hz and separation of 0.1Hz, our proposed algorithm was able to detect 95.5% of P-waves. From this study, it appears that synchrosqueezing wavelet transform may provide a powerful robust technique for automated ECG analysis.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":"41 ","pages":"913-916"},"PeriodicalIF":0.0,"publicationDate":"2014-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4275101/pdf/nihms-645032.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32936926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Repolarization Lability Measured by Spatial TT' Angle. 空间TT角测量复极化不稳定性。
Computing in cardiology Pub Date : 2014-09-07
Larisa G Tereshchenko
{"title":"Repolarization Lability Measured by Spatial TT' Angle.","authors":"Larisa G Tereshchenko","doi":"","DOIUrl":"","url":null,"abstract":"<p><strong>Aims: </strong>Increased T peaks cloud volume is associated with increased risk of ventricular arrhythmias (VA) in cardiomyopathy (CM) patients. T peaks cloud volume is formed, as a result, of (1) the angle between consecutive T-vectors and (2) temporal variability in T-vector amplitude. This study compares association of these two factors with VA.</p><p><strong>Methods: </strong>Baseline orthogonal ECGs were recorded during 5 min at rest in 414 patients with structural heart disease [mean age 59.4±12.0; 68% whites; 73% men; 45% non-ischemic CM] before implantation of implantable cardioverter-defibrillator (ICD) for primary prevention of sudden cardiac death. The spatial TT' angle between consecutive spatial T vectors was calculated using the definition of the inner product.</p><p><strong>Results: </strong>During a median 14 months of follow-up, 61 patients experienced sustained VA with appropriate ICD therapies. In a multivariable Cox regression model after adjustment for age, sex, race, spatial TT' angle was associated with VA (HR 1.03; 95%CI 1.0-1.05; P=0.034). Interaction with CM type was found: TT' angle was strongly associated with polymorphic VT/VF in non-ischemic CM (HR 1.04; 95%CI 1.0-1.05; P=0.033).</p><p><strong>Conclusion: </strong>Increased spatial TT' angle is associated with increased risk of VA.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":"41 ","pages":"181-184"},"PeriodicalIF":0.0,"publicationDate":"2014-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4275103/pdf/nihms645028.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32938631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Three Independent Forms of Cardio-Respiratory Coupling: Transitions across Sleep Stages. 三种独立形式的心肺耦合:跨睡眠阶段的转换。
Computing in cardiology Pub Date : 2014-09-01
Ronny P Bartsch, Kang Kl Liu, Qianli Dy Ma, Plamen Ch Ivanov
{"title":"Three Independent Forms of Cardio-Respiratory Coupling: Transitions across Sleep Stages.","authors":"Ronny P Bartsch,&nbsp;Kang Kl Liu,&nbsp;Qianli Dy Ma,&nbsp;Plamen Ch Ivanov","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>We demonstrate that the cardiac and respiratory system exhibit three distinct forms of coupling that are independent from each other, respond differently to key physiologic parameters, and act on different time scales. We find that all three forms of coupling undergo pronounced phase transitions across sleep stages characterized by different stratification patterns, indicating markedly different response to changes in neuroautonomic control. Our analyses show that all three forms of cardio-respiratory interaction are not of constant strength but are of transient and intermittent nature with \"on\" and \"off\" periods, and that these forms of coupling, representing different aspects of physiologic regulation, can simultaneously coexist.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":"41 ","pages":"781-784"},"PeriodicalIF":0.0,"publicationDate":"2014-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4319215/pdf/nihms654792.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"33039843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automatic Parameterization Strategy for Cardiac Electrophysiology Simulations. 心脏电生理模拟的自动参数化策略。
Computing in cardiology Pub Date : 2013-10-01
Caroline Mendonca Costa, Elena Hoetzl, Bernardo Martins Rocha, Anton J Prassl, Gernot Plank
{"title":"Automatic Parameterization Strategy for Cardiac Electrophysiology Simulations.","authors":"Caroline Mendonca Costa,&nbsp;Elena Hoetzl,&nbsp;Bernardo Martins Rocha,&nbsp;Anton J Prassl,&nbsp;Gernot Plank","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>Driven by recent advances in medical imaging, image segmentation and numerical techniques, computer models of ventricular electrophysiology account for increasingly finer levels of anatomical and biophysical detail. However, considering the large number of model parameters involved parameterization poses a major challenge. A minimum requirement in combined experimental and modeling studies is to achieve good agreement in activation and repolarization sequences between model and experiment or patient data. In this study, we propose basic techniques which aid in determining bidomain parameters to match activation sequences. An iterative parameterization algorithm is implemented which determines appropriate bulk conductivities which yield prescribed velocities. In addition, a method is proposed for splitting the computed bulk conductivities into individual bidomain conductivities by prescribing anisotropy ratios.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":"40 ","pages":"373-376"},"PeriodicalIF":0.0,"publicationDate":"2013-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3980367/pdf/emss-57789.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32260713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信