Random Natural Gradient by Ioannis Kolotouros, Petros Wallden

“…Secondly, inspired by stochastic-coordinate methods, we propose a novel approximation to the QNG which we call Stochastic-Coordinate Quantum Natural Gradient that optimizes only a small (randomly sampled) fraction of the total parameters at each iteration. …”
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Changes in emotional state and the perception of body image in patients with dorsopathies after a course of medical massage by I. V. Vasilieva, P. E. Grigoriev

“…Assessment of psychological parameters was conducted before and after the course of medical massage with the aim to establish the changes in the psychological state. The methods of descriptive statistics, the Student’s test for dependent samples and the procedure of tree clustering were used.Results. …”
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Spindle Oscillations in Sleep Disorders: A Systematic Review by Oren M. Weiner, Thien Thanh Dang-Vu

“…Stark inconsistencies in sample characteristics (e.g., age range and diagnostic criteria) and methods of analysis (e.g., spindle bandwidth selection, visual detection versus digital filtering, absolute versus relative spectral power, and NREM2 versus NREM3) suggest a need for greater use of event-based detection methods and increased research standardization. …”
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Assessment and Prediction of Typhoon-Related Direct Economic Loss in Fujian Province Based on LightGBM by Zhang Zhixia, Yang Jian, Chen Sixiao, Lin Sen

“…Rapid development of artificial intelligence and the growth of multi-source spatiotemporal big data have introduced data-driven methods for assessing disaster losses. These methods have the advantage of using large samples to improve adaptability and consider more risk factors. …”
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Analysis of pore geometry in the compacted fine aggregate matrix by x-ray microtomography by Rogério Ferreira Costa

“…In addition, the traditional porosity assessment methods are well documented, but provide only global average results for the entire sample. …”
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An Assessment of the Quality of Groundwater in a Textile Dyeing Industrial Area in Erode City, Tamilnadu, India by P. N. Palanisamy, S. K. Kavitha

“…Variations in many physicochemical parameters were observed for most of the samples when compared to the standard values. More than half of the samples collected had their EC, TDS, total hardness, calcium, magnesium, sulphate and chloride exceeding their acceptable limits. …”
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Analyzing Waste Policy-Making from the Perspective of Local People in the Selected Villages of Kermanshah County by Parvin Rezaeibavandpour, Mohammad Akbarpour

“…Effective waste management requires the integration of collection, processing, and disposal methods to achieve the region's environmental, social, and economic goals. …”
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Estimation of the gene pool of the CIMMYT collection winter bread wheat on presence of the <i>Lr 34</i> gene by N. N. Vozhzhova, О. S. Zhogaleva, А. Yu. Dubina, N. T. Kupreyshvili, T. G. Derova, S. V. Podgorny

“…In the study of collection samples, there have been used such methods as DNA extraction using CTAB, PCR, electrophoresis on agarose gels. …”
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Precise Parameters from Bayesian Spectral Energy Distribution Fitting Indicate Thermally Driven Mass Loss Likely Driver of Radius Valley by David Jordan, Inseok Song

“…Previous studies have emphasized the need for a larger, more precise sample to further confirm dominant formation processes. …”
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A Multipurpose Microhaplotype Panel for Genetic Analysis of California Chinook Salmon by Eric C. Anderson, Anthony J. Clemento, Matthew A. Campbell, Devon E. Pearse, Anne K. Beulke, Cassie Columbus, Ellen Campbell, Neil F. Thompson, John Carlos Garza

“…More recently, methods that involve genetic pedigree reconstruction to identify relationships between individuals within populations have also become common. …”
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Specific genomic alterations and aggressive clinical features of sporadic thyroid carcinomas in children and adolescents: findings from an in-house cohort study by Gongxun Tan, Yuguo Wang, Guoliang Zhang, Xian Wang, Yongzhen Ren, Qian Gu, Feiju Xu, Zhenwei Mao, Chunhe Shi, Hui Wang, Ting Wu, Xi Wei, Tengxu Zhang, Xiuying Li, Ying Xu, Shengsheng Ou, Xinping Wu, Gaolei Jia, Xiaoqin Qian, Xiaoqin Qian

“…Fine-needle aspiration tissue samples from these cases were analyzed using next-generation sequencing. …”
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Analizar los rasgos definitorios de un currículo de formación de profesionales de la salud basados en interculturalidad de una facultad de medicina: analizado desde la fenomenograf... by Claudia Pérez Acuña, José Luis Medina

“…By taking a comprehensive and proactive view in training students, institutions can help prepare future health professionals for an increasingly diverse world, promoting more inclusive and culturally competent care.…”
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Dog demography and ecology with reference to rabies in the Amhara region, Ethiopia by Liuel Yizengaw Adnie, Wudu Temesgen Jemberu, Adane Bahiru Woreta, Adugna Berju, Araya Mengistu, Zeleke Tesema Wondie, Wassie Molla, Sefinew Alemu Mekonnen

“…The study was conducted to assess owned dogs' ecology and demography and to identify predictors associated with dog ownership and rabies occurrence in the Amhara region, Ethiopia. Method: ology: The study employed dog census and questionnaire surveys of 907 households selected using a multistage sampling technique from six rural and six urban districts of the Amhara region, Ethiopia. …”
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Analysing the psychological capital influence on academic performance in an e-learning environment by Lama Sameer Khoshaim

“…To minimize standard method bias, a random sampling technique was employed, and data collection was conducted with the support of locally hired research associates. …”
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Influence of Climate and Socio-Economic Factors on the Spatio-Temporal Variability of Soil Organic Matter: A Case Study of Central Heilongjiang Province, China by Shu-qin SHI, Qi-wen CAO, Yan-min YAO, Hua-jun TANG, Peng YANG, Wen-bin WU, Heng-zhou XU, Jia LIU, Zheng-guo LI

“…Second soil survey data of China for 1979–1985, 2005 field sampling data, climate observations and socio-economic data for 1980–2005 were analyzed. …”
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An investigation of post-stroke fatigue levels and influencing factors in young and middle-aged stroke patients: a cross-sectional study by Jing Kang, Xiaojun Zhao, Zixiu Zheng, Yuehong Tian, Wanying Tian, Xingyu Miao

“…A total of 300 young and middle-aged stroke patients hospitalized in the Neurology Department of a tertiary hospital in Xi’an, China, from June 13 to December 31, 2024 were consecutively recruited by convenience sampling method. According to the Fatigue Severity scale (FSS), the patients were divided into a fatigue group (FSS ≥ 36 points, 187 cases) and a non-fatigue group (FSS < 36 points, 113 cases). …”
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Values of the resistance of the university football player in special conditions, of the city of Manizales (Colombia) (Valores de la resistencia del jugador de futbol universitari... by Jose Armando Vidarte Claros, Hector David Castiblanco, Jose William Villa Barco, Arles Javier Ortega Parra

“…The vast majority refers to having practiced the sport of football for 10 years or more, the practice frequency is 3 times a week. As for the game positions, there is a greater number of fliers. …”
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Diversity and distribution of nitrifying bacteria play an important role in the nitrogen cycle in mangrove sediments by A. Mubaraq, M. Sembiring, E. Widiastuti, E. Fachrial, B. Utomo, M. Turjaman, F. Sidik, Y.I. Ulumuddin, V.B. Arifanti, E.S. Siregar, T. Kajita, S. Proches, M. Basyuni

“…The depth of these sediments typically varies from 0 to 60 centimeters, with most samples taken at a depth of 0 to 20 centimeters. The type of vegetation at the sampling location is dominated by species of Kandelia candel, Avicennia marina, Kandelia obovata, and Rhizophora mangle. …”
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Acid Fast Positivity Rate and Associated Factors of Leprosy in a Tertiary Care Hospital of Northeastern Ethiopia: Its Implication for Evidence‐Based Leprosy Prevention and Control... by Alemu Gedefie, Agumas Shibabaw, Zewudu Mulatie, Hussen Ebrahim, Habtu Debash, Mihret Tilahun, Ermiyas Alemayehu, Melaku Ashagrie Belete, Ousman Mohammed, Saba Gebremichael Tekele, Daniel Gebretsadik Weldehanna, Bruktawit Eshetu

“…Thus, the aim of this study was to assess the acid‐fast positivity rate and associated factors of leprosy among suspected cases in Northeastern Ethiopia: a cross‐sectional study. Method A cross‐sectional study was conducted from September 2022 to March 2023 among 256 leprosy‐suspected cases selected using a simple random sampling technique. …”
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Reliability Analysis of Hybrid Laser INS Under Multi-Mode Failure Conditions by Bo Zhang, Changhua Hu, Xinhe Wang, Jianqing Wang, Jianxun Zhang, Qing Dong, Xuan Liu, Feng Zhang

“…This analytical approach provides a valuable method for reliability evaluation and design of new hybrid INS structures. …”
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