Advancing a machine learning-based decision support tool for pre-hospital assessment of dyspnoea by emergency medical service clinicians: a retrospective observational study by Wivica Kauppi, Henrik Imberg, Johan Herlitz, Oskar Molin, Christer Axelsson, Carl Magnusson

“…Patients presenting with the main symptom of dyspnoea were included which were recruited from two EMS organisations in Göteborg and Södra Älvsborg. …”
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CME Velocity Field Calculation Model Based on an Unsupervised Transformer Optical Flow Network by Qingyang Chen, Hong Lin, Zhenping Qiang, Hui Liu, Kaifan Ji, Zhenhong Shang

“…The optical flow algorithm (OF) is one the main methods for calculating image velocity field and has many applications in space weather. …”
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Apnea detection using wrist actigraphy in patients with heterogeneous sleep disorders by Xiaoman Xing, Sizhi Ai, Jihui Zhang, Rui Huang, Yaping Liu, Dongming Quan, Jiacheng Ma, Guoli Wu, Jiangen Xu, Yuan Zhang, Hongliang Feng, Wen-fei Dong

“…Wrist actigraphy is a widely-used and energy-efficient tool for respiratory rate estimation. The main challenge in OSA pattern recognition is handling various disturbances in real-world applications. …”
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Geoinformation monitoring of the educational risk in educational institutions of higher education by Aleksandr N. Kolesenkov, Dmitry S. Zhuravlyov

“…Assessment of the educational risk can be implemented through monitoring the quality of the implementation of the main professional educational programs of the institution.Monitoring of the educational risk in the implementation of the educational process in institutions of higher education means the collection, cataloging, pre-processing, analysis and visualization of the data, aimed at improving the efficiency and quality of providing educational services. …”
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Prediction method of gas content in deep coal seams based on logging parameters: A case study of the Baijiahai region in the Junggar Basin by Yijie Wen, Shu Tao, Fan Yang, Yi Cui, Qinghe Jing, Jie Guo, Shida Chen, Bin Zhang, Jincheng Ye

“…Abstract Currently, regression prediction methods based on logging data is one of the main methods for analyzing gas content of coal seams. …”
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«Pull» model of interaction of participants of a life cycle contract of vehicles by N. A. Amosov, E. Yu. Kuznetsova

“…The article offers an algorithm of inclusion and creation of utilization capacities in a unified utilization system. …”
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Increasing Systemic Resilience to Socioeconomic Challenges: Modeling the Dynamics of Liquidity Flows and Systemic Risks Using Navier–Stokes Equations by Davit Gondauri, Nino Chedia, Vakhtang Tsintsadze

“…The methodology is based on a mixed approach: econometric testing, Fourier analysis, stochastic simulations, and AI-algorithm tuning, which together provide dynamic testing, calibration, and forecasting capabilities of the model. …”
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THE USE OF INTERACTIVE STUDYING METHODS IN TEACHING OPERATIVE SURGERY AND TOPOGRAPHIC ANATOMY by V.M. Fedorak

“… One of the main requirements of credit-modular system of studying at medical schools is improving the quality of training of future doctors, because patients' lives depend on their knowledge and skills. …”
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The Mass of the Vela Pulsar Progenitor and the Age of the Vela-Puppis Complex by Jeremiah W. Murphy, Andrés F. Barrientos, René Andrae, Joseph Guzman, Benjamin F. Williams, Julianne J. Dalcanton, Brad Koplitz

“…Gaia parallaxes and Stellar Ages enable these results; Stellar Ages is a novel stellar population modeling algorithm that combines individual and population-level age inferences.…”
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Spatial and temporal characteristics of water conservation services and rapid response framework for water yield in key ecological zones of the Yiluo River basin by Junqiang Xu, Fan Wang, Chao Ren, Jianmin Bian, Tao Li, Zikai Ping

“…Study focus: In this study, we analyzed the spatial and temporal patterns of water yield and the main influencing factors of the Yiluo River Basin based on the water yield response framework constructed by the SWAT model and the intelligent optimization algorithm. …”
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Organizational and technological level of major repairs of buildings and structures by Liya D. Mailyan, Nikolay O. Sizen

“…Carrying out major repairs is one of the main activities for achieving the goals of long-term preservation and normal operation of buildings and structures. …”
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Diagnosis and Optimal Surgical Treatment Strategy Selection for Asymptomatic Large Cardiac Myxomas: Review of Modern Approaches and Own Clinical Case Presentation by Vyacheslav V. Osaulenko, Viktor O. Hubka, Karina O. Chmul, Serhii Yu. Nakonechnyi, Rasim I. Budagov

“…Also, we carried out a comprehensive search and analysis of previously published cases of asymptomatic myxomas and methods of their surgical treatment in the scientific literature of the main electronic databases. Results. In our proposed report, a satisfactory clinical outcome was obtained in a patient with giant myxoma who underwent open cardiac surgery. …”
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The abundance and sett ecological characteristics of the Asian badger (Meles leucurus) in the Northeast Tiger and Leopard National Park (NE China) by Jiawei Li, Dongrui Li, Yanwen Fu, Yiwen Ma, Jianping Ge, Limin Feng

“…Statistical tests, random forest algorithm, and generalized linear model were used to explain the sett selection criteria of Asian badgers. …”
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Pancreatic stump closure techniques and pancreatic fistula formation after distal pancreatectomy: Meta-analysis and single-center experience. by Elke Tieftrunk, Ihsan Ekin Demir, Stephan Schorn, Mine Sargut, Florian Scheufele, Lenika Calavrezos, Rebekka Schirren, Helmut Friess, Güralp O Ceyhan

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Perceptions of climate change across the Canadian forest sector: The key factors of institutional and geographical environment. by Aitor Ameztegui, Kevin A Solarik, John R Parkins, Daniel Houle, Christian Messier, Dominique Gravel

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Close encounters between infants and household members measured through wearable proximity sensors. by Laura Ozella, Francesco Gesualdo, Michele Tizzoni, Caterina Rizzo, Elisabetta Pandolfi, Ilaria Campagna, Alberto Eugenio Tozzi, Ciro Cattuto

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Study and application of the energy unit cutting theory and punching-blasting synergy permeability enhancement technology in tectonic anomaly areas of coal mines by Jingyu JIANG, Xiaobin DONG, Mintao WEI, Chenghao WANG, Yuanping CHENG, Xiaoning SHI

“…Hydraulic/pneumatic punching technology is one of the main methods for gas drainage in tectonic coal. Compared to conventional drilling for gas extraction, it significantly increases the pressure relief radius. …”
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On Process Model Synthesis Based on Event Logs with Noise by A. A. Mitsyuk, I. S. Shugurov

“…The experimental results of application of the main process discovery algorithms to artificial event logs with noise are provided. …”
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Energy-Efficient User Association Strategy for Hyperdense Heterogeneous Networking in the Fifth Generation Systems by Lei Li, Hao Jin, Zhipeng Yan, Changqing Yang, Yong Wu

“…Simulation results have verified the effectiveness of the proposed algorithm.…”
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Real-Time Typical Urodynamic Signal Recognition System Using Deep Learning by Xin Liu, Ping Zhong, Di Chen, Limin Liao

“…In our study, we attempted to use a deep learning (DL) algorithm model, mainly for the recognition of typical urodynamic signal, to help physicians complete high-quality urodynamic examinations. …”
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