ALGORITHM OF DIAGNOSTICS AND SURGERY OF TRAUMA AND DEGENERATIVE DISEASES OF CERVICAL SPINE by V. V. Shchedrenok, T. V. Zakhmatova, I. V. Zuev, O. V. Moguchaya, O. N. Tyulkin, N. V. Topolskova, K. I. Sebelev

“…The vertebral spinal trauma took place in 168 patients (average age 31±5 years), degenerative dystrophic diseases of spine were in 72 patients (average age 52±7 years). …”
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Locomotion Mode Recognition with Inertial Signals for Hip Joint Exoskeleton by Gang Du, Jinchen Zeng, Cheng Gong, Enhao Zheng

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Performance of an Air Source Heat Pump Water Heater using Different Electronic Expansion Valve Control Methods by Ji Tianwei, Tao Leren, Yu Zhongyang, Yuan Zhaoyang, Zhang Suhan

“…Because of the requirement of annual operation, an air source heat pump water heater has complex and variable working conditions. Therefore, there are higher requirements for air source heat pump water heater system control. …”
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A Bluetooth Indoor Positioning System Based on Deep Learning with RSSI and AoA by Yongjie Yang, Hao Yang, Fandi Meng

“…Traditional received signal strength indicator (RSSI)-based and angle of arrival (AoA)-based positioning methods are highly susceptible to multipath effects, signal attenuation, and noise interference in complex indoor environments, which significantly degrade positioning accuracy. …”
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Deep learning based fine-grained recognition technology for basketball movements by Lin Zhang

“…The model based on channel domain attention mechanism improves its average accuracy to over 60 %. The model recognition accuracy calculation time after dual stream fusion is reduced by about 50 %. …”
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Fusion Ranging Method of Monocular Camera and Millimeter-Wave Radar Based on Improved Extended Kalman Filtering by Ye Chen, Qirui Cui, Shungeng Wang

“…Experimental results demonstrate that the AFEKF algorithm achieved an average root mean square error (RMSE) of 0.2131 m across 15 test datasets. …”
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Optimization of social security patrol strategy based on graph theory and GGC algorithm by Jian Wang

“…Abstract To cope with complex dynamic patrol environments and maximize the benefits of regional social security patrols, this study abstracts patrol areas as a graph model and constructs a network diagram of the social security patrol area. …”
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The impact of interpreting students’ gestures and speech content on speech fluency of consecutive interpreting by Qiuya Zhang, Youping Jing

“…This study examined the fluency performance of 17 interpreting students, focusing on their speech rate, average pause length, disfluency rate, and disfluency duration. …”
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Simulation Analysis of Solar-air Dual Heat Source Heat Pump System by Wang Gang, Yang Yongqing, Yu Wan, Hu Tao, Han Xilian

“…This study designs and establishes a solar-air dual heat source heat pump system based on a micro-heat pipe array to ensure the stable operation of the multiple heat source heat pump system under complex operating conditions and further optimize the reasonable and efficient energy matching among the system components. …”
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An Accurate Optimized Contour Segmentation Model for Green Spherical Fruits by Ting Zhang, Ying Xu, Kai Cao, Xiude Chen, Qiaolian Liu, Weikuan Jia

“…Accurate fruit detection in complex orchard environments remains challenging due to variable lighting conditions and weather factors. …”
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How immunity shapes the long-term dynamics of influenza H3N2. by Oliver Eales, Freya M Shearer, James M McCaw

“…Immunity at the individual level is complex, depending on an individual's lifetime infection history. …”
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Pointer meters recognition method in the wild based on innovative deep learning techniques by Jiajun Feng, Haibo Luo, Rui Ming

“…This demonstrates its robustness in real scenarios and provides a new idea for recognizing pointers in low-quality images more efficiently and accurately in complex industrial scenarios.…”
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Accuracy and robustness evaluation of deep learning algorithms in facial recognition systems by Jing Zhang, Ningyu Hu

“…The system can provide real-time recognition in complex scenes such as facial occlusion, meeting real-time requirements.…”
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Multisource Fault Signal Separation of Rotating Machinery Based on Wavelet Packet and Fast Independent Component Analysis by Feng Miao, Rongzhen Zhao, Leilei Jia, Xianli Wang

“…In the method, the thresholds of every node of the best wavelet packet basis are acquired and averaged, and then the average value is used as a global threshold to quantize the decomposition coefficient of every node. …”
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Assessing post-COVID-19 functional recovery in healthcare workers: Insights from the 6-minute walking test and DLCO analysis by Salma AlBahrani, Ali AlBarrak, Jaber S. Alqahtani, Nawal AlGubaisi, Hamoud Alkurdi, Dalia Alburaiki, Abdulrahaman AlGhamdi, Mohammed AlOthaiqy, Osama Faqihi, Meshael Musaed Almershad, Fatimah Hassan Hakami, Asmaa AlAbbadi, Mariam Hassan Hakami, Alaa AlMaimouni, Zechariah Jebakumar Arulanantham, Jaffar A. Al-Tawfiq

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The financial burden of chronic wounds in primary care: A real-world data analysis on cost and prevalence by Miguel Ángel Díaz-Herrera, Mónica González-Durán, Francisco Javier Rodríguez-Martínez, Gema Tujillo-Flores, Nuria Tuset-Mateu, Jose Verdú-Soriano, Vicente Gea-Caballero, Albert Sanllorente-Melenchón, Jesús Almeda-Ortega, Oriol Cunillera-Puértolas, Mateo Acedo-Anta, José Ramón Martínez-Riera

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Application of the Random Forest Algorithm for Accurate Bipolar Disorder Classification by Miguel Suárez, Ana M. Torres, Pilar Blasco-Segura, Jorge Mateo

“…Bipolar disorder (BD) is a complex psychiatric condition characterized by alternating episodes of mania and depression, posing significant challenges for accurate and timely diagnosis. …”
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Quantitative Characterization of Heterogeneity in Different Reservoir Spaces of Low-Permeability Sandstone Reservoirs and Its Influence on Physical Properties by Fengjuan Dong, Na Liu, Zhen Sun, Xiaolong Wei, Haonan Wang, Junxiang Nan, Dazhong Ren

“…The results show that the reservoir of Sanjianfang formation in QL oilfield mainly develops small pores, fine pores, and micropores, and the fractal dimension of micropore structure is between 2.6044 and 2.9982, with an average value of 2.8316. The more complex the pore structure is, the stronger the microheterogeneity is. …”
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Lithology Identification of Buried Hill Reservoirs Based on Support Vector Machine by GAO Yongde, WU Jinbo, SUN Dianqiang

“…The experimental results indicate that the SVM model achieves an average identification accuracy of 94.46%. Compared with the conventional crossplot method and Random Forest algorithm, the SVM algorithm shows significant advantages in this area and effectively addresses the complex lithology identification challenges of the potential mountain reservoir.…”
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COMPARISON OF THE EFFECTIVENESS OF GENE THERAPY AND STANDARD CONSERVATIVE THERAPY FOR PATIENTS WITH CHRONIC LOWER LIMB ISCHEMIA DUE TO ATHEROSCLEROSIS by Yu. V. Chervyakov, O. N. Vlasenko

“…The using of gene therapy in complex management in patients with the stage II of chronic lower limb ischemia led to significant increasing of the average pain-free walking distance (up to 500 %) (p=0.007). …”
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