Cross-User Electromyography Pattern Recognition Based on a Novel Spatial-Temporal Graph Convolutional Network by Mengjuan Xu, Xiang Chen, Yuwen Ruan, Xu Zhang

“…The ablation experiments show that each functional module of the proposed CNN-MSTGCN network has played a more or less positive role in improving the performance of EMG pattern recognition. The user-independent recognition experiments and the transfer learning-based cross-user recognition experiments verify the advantages of the proposed CNN-MSTGCN network in improving recognition rate and reducing user training burden. …”
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Short-term recovery pattern of plasma fibrinogen after cardiac surgery: A prospective observational study. by Gabor Erdoes, Wulf Dietrich, Monika Pia Stucki, Tobias Michael Merz, Anne Angelillo-Scherrer, Michael Nagler, Thierry Carrel, Balthasar Eberle

“…C-FIB recovered spontaneously at a nearly constant rate of approximately 0.08 g/L per hour. In all patients, C-FIB was ≥1.5 g/L at 4 hours and ≥2.0 g/L at 13 hours after CPB weaning. …”
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Association of hyperuricemia with dietary patterns and alcohol consumption in the adult population. Results of the ESSE-RF epidemiological study by N. S. Karamnova, O. B. Shvabskaya, A. I. Rytova, Yu. A. Balanova, S. E. Evstifeeva, A. E. Imaeva, A. V. Kapustina, M. B. Kotova, S. A. Maksimov, G. A. Muromtseva, S. A. Shalnova, O. M. Drapkina

“…Representative samples of male and female population aged 25-64 years (17929 people, including 6593 men and 11336 women) from 13 Russian regions were examined. The response rate was ~80%. The dietary pattern was studied by the consumption rate of the main food groups. …”
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Alfalfa Photosynthesis Under Partial Root-Zone Drying: Diurnal Patterns and Its Non-Stomatal Limitations by Yadong Wang, Qiuchi Zhang, Mingxiu Ju, Kai Gao, Liliang Han, Xingfu Li, Jing He, Derong Su

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Epidemiology and Molecular Drug-Resistance Patterns of Tuberculosis in Non-Elderly Patients in Luoyang, China, 2019-2023 by Wang Z, Xu L, Guo T, Liu J, Jin J, Zhang Q, Jiang T, Zhao Z, Xue Y

“…The predominant resistance patterns of multidrug-resistant tuberculosis (MDR-TB) and poly-resistant tuberculosis (PDR-TB) were MDR4 (INH + RFP + EMB + SM) and PDR2 (INH + SM), with detection rates of 5.52% (142) and 2.33% (60), respectively. …”
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Spectral and Spatial Analysis of Plantar Force Distributions Across Foot-Strike Patterns During Treadmill Running by Paul William Macdermid, Stephanie Julie Walker

“…One challenge is accurately defining strike pattern and related impact kinetics. This study aimed to characterise foot-strike patterns during treadmill running using the spatial distribution of in-shoe plantar forces and to identify differences in impact kinetics through spectral analysis. …”
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Growth patterns of saffron cod <i>Eleginus gracilis</i> Tilesius (Gadidae) in the first year of life by A. V. Buslov

“…Patterns of linear and weight growth of saffron cod in the first year of life are considered on the data of measurements and cited materials for different habitats of this species. …”
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Innovative approach for experimental investigation and monitoring and warning of the evolutionary patterns of dam body failure in earth dams by Yunqian Xu, Tengfei Bao, Shu Zhang, Mingdao Yuan

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A bibliometric analysis of online education research in India (2014–2024): trends, patterns, and future directions by Sara Alrefaee, Khan Mahlaqa Afzal, Yasser M. H. Ahmed Alrefaee, Saber Haimed

“…Abstract This study presents a comprehensive bibliometric analysis of online education research in India from 2014 to 2024, examining trends, patterns, and future directions in the context of rapid technological advancements and the transformative impact of the COVID-19 pandemic. …”
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Patterns and outcome of neonates with congenital anomalies in a neonatal intensive care unit: a retrospective study by Amira M. Sabry, Yasmeen Mansi, Halaallah Zeinelabdeen, Amir Fawzy Kamal

“…The overall mortality rate was 39%, with cardiovascular anomalies responsible for 51.3% of deaths. …”
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Sexual dimorphism, pattern of third molar and mandibular second premolar agenesis in Indian paediatric orthodontic patients by Apurva Mishra, Ramesh K. Pandey

“…Objective: To determine and compare the prevalence and pattern of agenesis of third molar and mandibular second premolar in paediatric orthodontic patients of age group 9–15 for sexual dimorphism. …”
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Spatial Pattern Analysis of Dating Status as a Risk Factor on Adolescent Sexual Activity in Surabaya, Indonesia by Eny Qurniyawati, Zida Husnina, Jayanti Dian Eka Sari, Asma Azzahra, Izzah Nur Shabrina

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A Mean Weighted Squared Error-based Neural Classifier for Intelligent Pattern Recognition in Smart Grids by Mehdi Khashei, Mehrnaz Ahmadi, Fatemeh Chahkoutahi

“…Supervised learning is widely used in pattern recognition and classification due to its strong ability to enhance data accuracy. …”
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Pediatric Nephrology and Rheumatology Practice Patterns in Granulomatosis with Polyangiitis: A Midwest Pediatric Nephrology Consortium Study by Cristin D. W. Kaspar, Keia Sanderson, Seza Ozen, Priya S. Verghese, Megan Lo, Timothy E. Bunchman, Scott E. Wenderfer, Jason Kidd

“…There was a 68% response rate from the MWPNC membership and equal numbers of rheumatology respondents. …”
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Evaluation of the construction level and analysis of the spatio–temporal evolution pattern of ecological civilization in the Yellow River Basin by Danyang FENG, Xiaojie MENG, Ranran YANG, Yingying CHAI, Yuefeng SHI, Mengyang GAO

“…The spatio‒temporal dynamic entropy weight TOPSIS method was used for weighting, and the spatial pattern and temporal evolution of the ECCL and its influencing factors in the river basin were quantitatively analysed. …”
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The Prevalence of Methicillin Resistant Staphylococcus Aureus (MRSA) and its Antimicrobial Susceptibility Pattern at Tertiary Care Hospital by Nisarg Trivedi, Mitesh Kamothi, Bhavesh Gohil

“…Results: Among 361 Staphylococcus aureus isolates, 159 were positive for MRSA. Overall prevalence rate for MRSA isolates was 44.04%. Maximum number of MRSA was isolated in Orthopedic ward (53, 33.33%), Surgery ward (39, 24.52%), Intensive Care Unit (28, 17.61%), Medicine ward (17, 10.69%) Pediatric ward (15, 9.43%). …”
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Significance of the cribriform pattern in predicting the prognosis of lung adenocarcinoma patients: A systematic review and meta-analysis. by Jun Peng, Xianquan Zhang, Yan Huang, Changhui Liu, Shuyang Li, Jinfeng Liu

“…The hazard ratio for the relationship between the cribriform pattern and the overall survival rate of patients with lung adenocarcinoma was 2.05 (95% CI: 1.76-2.39). …”
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Influence of Water Immersion on Coal Rocks and Failure Patterns of Underground Coal Pillars Considering Strength Reduction by Haihua Zhu, Peitao Wang, Kewei Zhang, Yijun Gao, Zhenwu Qi, Meifeng Cai

“…The mechanical reduction relationship is utilized to analyze the failure patterns of coal pillars in underground reservoirs. …”
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Mood stabilizer adherence patterns among adults with bipolar disorder: A single-center retrospective analysis by Neel Swamy, Kelly C. Lee, Jamie Kneebusch, Casey Tiefenthaler

“…Few studies have quantified real-world adherence patterns among people prescribed lithium or valproate for BD. …”
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Exploring Travel Time Distribution and Variability Patterns Using Probe Vehicle Data: Case Study in Beijing by Peng Chen, Rui Tong, Guangquan Lu, Yunpeng Wang

“…In addition, four reliability measures, that is, unit distance travel time, coefficient of variation, buffer time index, and punctuality rate, were used to explore the day-of-week travel time variability patterns. …”
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