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Ziwei Lin,Rui Lin,Huaiyu Wu,Linghu Wu,Jieying Zeng,Jinfeng Xu,Fajin Dong 대한초음파의학회 2021 ULTRASONOGRAPHY Vol.40 No.4
Purpose: The aim of this study was to evaluate the value of elastography in the differential diagnosis of benign versus malignant testicular lesions.Methods: The PubMed, Cochrane Library, and Embase databases were searched for relevant studies. The diagnostic accuracy of elastography was evaluated using pooled sensitivity, specificity, likelihood ratio, post-test probability, diagnostic odds ratio, and by summarizing the area under the hierarchical summary receiver operating characteristic (HSROC) curve.Results: Seven studies with 568 lesions were included. The pooled sensitivity and specificity were 87% (95% confidence interval [CI], 81% to 92%) and 81% (95% CI, 65% to 90%), respectively. The pooled estimates of the positive likelihood ratio, negative likelihood ratio, and diagnostic odds ratio were 4.48 (95% CI, 2.37 to 8.47), 0.16 (95% CI, 0.10 to 0.25), and 28.11 (95% CI, 11.39 to 69.36), respectively. The area under the HSROC curve was 90% (95% CI, 88% to 93%).Conclusion: Elastography is useful for assessing the stiffness of testicular lesions and for differentiating benign from malignant lesions. Elastography can be an effective supplement to conventional ultrasonography.
The Shocks in the Interbank Market: An Analysis of China and the US
Jiangang Peng,Ziwei Fei,Xiaoquan Jiang,Li Zeng 한국증권학회 2015 Asia-Pacific Journal of Financial Studies Vol.44 No.6
We compare the contagion risk in the interbank market between China and the United States during the period from 2011 to 2013. Applying simulation method, we find that the conta- gion risk of an individual bank shock in the US interbank market is relatively lower than that in China during the period. For a group bank shock, we find that the group with the lowest capital adequacy ratio in China induces a serious contagion, while the group with the highest concentration degree in the US induces a mild contagion. One potential reason is that the additional capital of most commercial banks in China is relatively lower than that of the US and most banks in China highly depend on the interbank market for acquiring liquidity or income.
Xuqiang Qiao,Ling Zheng,Yinong Li,Ziwei Zhang,Jie Zeng,Hao Zheng 제어·로봇·시스템학회 2024 International Journal of Control, Automation, and Vol.22 No.2
A novel stochastic model predictive control (SMPC) scheme is proposed for automotive scenes based on high-performance and practical motion state prediction method. The significant properties of the proposed scheme are that: 1) it can accurately predict disturbances within the prediction horizon, and 2) the prediction results can be considered into the optimizing process to obtain a more efficient and accurate controller. As a result, the proposed adaptive cruise control (ACC) system can ensure driving safety and improve tracking accuracy and comfort performance while satisfying different driving styles. In detail, a large amount of naturalistic driving data is collected based on a real vehicle test platform at first. Then an adaptive optimization Gaussian process regression (AOGPR) is developed and trained with real measurements to predict the motion states of the preceding vehicle. The prediction module is embedded in SMPC to bind the collision conditions, tighten the states and finally construct a novel controller, i.e., AOGPR-SMPC controller. A bidirectional LSTM (BiLSTM) network is trained and tested for online recognizing driving styles to satisfy personalized car-following needs. The simulation and field tests verify and evaluate the proposed controller. The results demonstrate that the ACC system could realize personalized carfollowing according to the driver’s driving style, and the proposed controller can obtain better tracking accuracy and comfort performance compared with the GPR-SMPC controller and MPC controller.