Hidden Markov Model-Based Video Recognition for Sports by Zhiyuan Wang, Chongyuan Bi, Songhui You, Junjie Yao

“…By training and optimizing the model in an end-to-end manner, recognition accuracies of 92.7% and 64.4% are achieved on the dataset, respectively.…”
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Constant Strain Rate Uniaxial Compression of Green Sandstone during SHPB Tests Driven by Pendulum Hammer by S. H. Li, W. C. Zhu, L. L. Niu, F. Dai

“…These parametric studies provided guidelines for achieving constant strain rates in rock specimens during SHPB tests. …”
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Which variables are associated with recruitment failure? A nationwide review on obstetrical and gynaecological multicentre RCTs (2003–2023) by Ben W Mol, Madelon van Wely, L Ramos, J J Duvekot, J B Derks, Fulco van der Veen, Ruben Duijnhoven, H J van Beekhuizen, M J E Mourits, J A M van der Post, E Pajkrt, M A Oudijk, H C J Scheepers, Mariette Goddijn, J Huirne, Marijke C van der Weide, A Kwee, C Willekes, M Y Bongers, Judith Rikken, Romee Casteleijn, S Middeldorp, I M Custers, M P Lambregtse – van den Berg, V Mijatovic, F J M Broekmans, A Hoek, J P de Bruin, M H Mochtar, S Mastenbroek, J P W R Roovers, F Mol, A Vollebregt, C H van der Vaart, K B Kluivers, M E Vierhout, R C Painter, P M A J Geomini

“…Secondary outcomes were recruitment target not achieved within an extension period of at least 12 months and premature termination of the trial. …”
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Multiscale Residual Weighted Classification Network for Human Activity Recognition in Microwave Radar by Yukun Gao, Lin Cao, Zongmin Zhao, Dongfeng Wang, Chong Fu, Yanan Guo

“…The proposed MRW-CN model was trained on this dataset and achieved a classification accuracy of 96.9%. We demonstrated that our method achieves state-of-the-art performance. …”
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Deep Reinforcemnet Learning for Robust Beamforming in Integrated Sensing, Communication and Power Transmission Systems by Chenfei Xie, Yue Xiu, Songjie Yang, Qilong Miao, Lu Chen, Yong Gao, Zhongpei Zhang

“…Additionally, the accuracy of channel state information (CSI) is pivotal in determining the achievable rate, as imperfect or incomplete CSI can significantly degrade system performance and beamforming efficiency. …”
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Decrease in HBsAg After TAF Switching from Entecavir During Long-Term Treatment of Chronic Hepatitis B Virus Infection by Kazuto Tajiri, Yuka Hayashi, Aiko Murayama, Nozomu Muraishi, Masami Minemura, Ichiro Yasuda

“…Achieving HBsAg seroclearance is a key goal in treating chronic hepatitis B virus (HBV) infection but remains difficult with nucleos(t)ide analogues (NAs). …”
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SOCIAL ENTREPRENEURSHIP AS AN INCLUSIVE CLUSTER CONCEPT OF SUSTAINABLE DEVELOPMENT OF THE COUNTRY by Andriy Braunagel

“…The stages of the process map of social entrepreneurship to achieve sustainable development are characterized.…”
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Adulteration detection in cactus seed oil: Integrating analytical chemistry and machine learning approaches by Said El Harkaoui, Cristina Ortiz Cruz, Aaron Roggenland, Micha Schneider, Sascha Rohn, Stephan Drusch, Bertrand Matthäus

“…The MC-simulated data were then used to simulate larger datasets, a critical step for training and testing two classification models: Random Forest (RF) and Neural Networks (NN), as robust training cannot be achieved with small sample sizes. Both models achieved good classification accuracies, with RF achieving higher accuracy than NN, reaching 94% on simulated datasets and 90% on real-world samples with detectable adulteration levels as low as 1%. …”
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The Role of Internal Audit Function in the Performance of Rwanda Mutual Health Insurance Fund. Case of Gicumbi District by Bizimungu, Jean

“…As a result, the study recommended that, in order to achieve quality performance from MHIFs in Rwanda, the government, MHIF administrators, and other stakeholder groups ensure effective internal control. …”
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An indoor positioning method based on bluetooth array/PDR fusion using the SVD-EKF by Chenhui Li, Jie Zhen, Jianxin Wu

“…An angle measurement and positioning system based on wireless signal array antennas can achieve high accuracy in indoor unblocked conditions. …”
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Predictive factors for clinical cure in the treatment of HBeAg(−) chronic hepatitis B or compensated cirrhosis: a prospective observational study by Yan-Qing Lv, Ru-Hua Guo, Kun-Yu Liu, Jia-Jie Li, Hui-Fan Ji

“…After 48 weeks of treatment, 13 patients in the exposed group achieved clinical cure, with a cure rate of 25%. In contrast, in the control group was 1.92%. …”
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HCV Eradication with Direct-Acting Antivirals Does Not Impact HCC Progression on the Waiting List or HCC Recurrence after Liver Transplantation by Juliet A. Emamaullee, Mariusz Bral, Glenda Meeberg, Aldo J. Montano-Loza, Vincent G. Bain, Kelly Warren Burak, David Bigam, A. M. James Shapiro, Norman Kneteman

“…Among untreated HCV+ patients who underwent LT, 81.5% (N=22/27) received DAA post-LT, with 82.6% achieving SVR post-LT (N=18/22). 82.1% (N=23/28) of untreated post-LT patients underwent liver biopsy prior to therapy, and 52.2% had at least F1 METAVIR fibrosis. 87.5% (N=14/16) of active waitlist patients received DAA and achieved SVR. …”
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Adaptive Extraction of Oil Painting Texture Features Based on Reaction Diffusion Equation by Qicai Huang

“…The interaction of the two reaction-diffusion equations finally achieves denoising while maintaining the boundaries and textures. …”
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Numerical Investigation of Ultra-Wide Low-Frequency Wave Attenuation Using Seismic Metamaterials with Auxetic Slender Strips by Haosheng Liu, Hongbo Zhang

“…Our findings underscore the critical role of auxetic thin strips in achieving broadband low-frequency vibration isolation. …”
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Efficacy of distal peripheral nerve blocks in lumbar radicular pain: A randomized placebo-controlled triple-blinded study by Vivek Jha, Gaurav Kumar Sharma, Omeshwar Singh, Jatin Aggarwal

“…Results: A mean decrease in NRS among cases was from 8.06 ± 1.236 to 3.90 ± 2.013 (P < 0.001) with 78% achieving MCID. A mean decrease in NRS in the control group was from 7.88 ± 1.023 to 7.66 ± 1.171 (P = 0.084), and only 2% of patients achieved MCID. …”
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Novel machine learning-driven comparative analysis of CSP, STFT, and CSP-STFT fusion for EEG data classification across multiple meditation and non-meditation sessions in BCI pipel... by Nalinda D. Liyanagedera, Corinne A. Bareham, Heather Kempton, Hans W. Guesgen

“…The algorithm combining the features of CSP and STFT achieved an overall classification accuracy of 72.9% which is more than 5% higher than the other two pipelines. …”
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THE PARTICIPATION OF IGIP IN THE 2014 WEEF by Michael E. Auer, Axel Zafoschnig

“…The paper describes the main achievements of the International Society for Engineering Pedagogy (IGIP) in the process of organization and participation in the 2014 World Engineering Education Forum. …”
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Construction Status and Future Development of Rehabilitation Information Service Industry in China by Xiangli CHEN

“…In this paper, it was to review the domestic digitalization construction and development status in rehabilitation information resources based on the network environment, as well as the establishment and integration of hospital information service system, so as to achieve further development of regional rehabilitation information service system.…”
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Strengthening the bond with the scientific community: FEBS Open Bio in 2025 by Sara Fuentes, Miguel A. De la Rosa

“…In this editorial, we reflect on a year of achievements, and look forward to the new developments planned for 2025.…”
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140 YEARS OF THE UNIVERSITY HISTORY (Interview with the Rector of BelSU O.N. Polukhin) by Editorial Article

“…Polukhin highlights its main achievements, competitive advantages, prospects of development. …”
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