KAN-Based Tool Wear Modeling with Adaptive Complexity and Symbolic Interpretability in CNC Turning Processes by Zhongyuan Che, Chong Peng, Jikun Wang, Rui Zhang, Chi Wang, Xinyu Sun

“…To evaluate the performance of KANs, this research systematically compares prediction errors, topological evolutions, and mathematical interpretations of derived symbolic formulas. …”
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Platelet Rich Fibrin (PRF) in the Management of Osteonecrosis of the Jaw: A Narrative Review by A F M Shakilur Rahman

“…Nevertheless, methodological errors like small sample sizes and a absence of randomized controlled studies now limit the data. …”
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INFLUENCE OF MONETARY POLICY INSTRUMENTS AND INDICATORS ON DYNAMICS OF FINANCING INNOVATION: EMPIRICAL EVIDENCE by Anargul Belgibayeva, Anastasiia Samoilikova, Tetiana Vasylieva, Serhiy Lieonov

“…The methods of regression (linear regression model with panel-corrected standard errors) and correlation analysis (calculating Pearson and Spearman coefficients) were applied to identify a relationship between monetary instruments and indicators and indicator of financing innovation, confirm the hypothesis about the impact of the monetary instruments and indicators on the financing innovation and formalize this effect. …”
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Development and evaluation of a national administrative code-based system for estimation of hospital-acquired venous thromboembolism in Ireland by Barry Kevane, Fionnuala Ní Áinle, Richard Daly, Ciara Kirke, Deirdre Lynch, Emer Gallagher, Therese Dalchan, Jacqui Curley, Ruth Buckley, Maeve P Crowley, Ann Marie O’Neill

“…Maternity and paediatric hospitals were excluded.The PPV was determined through a detailed review of HA-VTE cases identified through the HSE KPI from April 2020 to October 2022 in a single large tertiary referral centre and determining the proportion indicating a true HA-VTE. Data analysis employed GraphPad Prism (Horsham, PA, USA).Results The national mean monthly HA-VTE rate was 11.38 per 1000 discharges in 2022. …”
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DEONTOLOGY AND PROFESSIONAL ETHICS IN DENTIST’S PROFESSION by O.V. Rybalov, I.Yu. Lytovchenko, S.V. Kolomiets, V.L. Prochankina

“…The combination of human relationships and technological moments increases the likelihood of medical errors. Ethics requires that the physician inform the patient of his or her mistakes if these errors affect the health of his or her health. …”
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Research on Optimized Algorithm for Deep Learning Based Recognition of Sediment Particles in Turbulent Flow by WANG Hao, YANG Feiqi, ZHANG Lei, WU Wei, XIE Haonan, ZHAO Lin

“…Although image processing methods provide efficient means for acquiring and analyzing data on sediment transport characteristics, their accuracy is often compromised by water waves, bubbles, and threshold errors. …”
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The role of feed-in tariffs in encouraging insurance companies to invest in renewables by Serhiy Lyeonov, Artem Artyukhov, Laura Bokenchina, Diana Sitenko, Yuliia Yehorova, Maksym Zhytar, Alla Moroz

“…Using panel data econometric techniques, including fixed effects models with cluster-robust standard errors and dynamic panel estimation (Arellano-Bond GMM), the analysis covers 64 countries from 2000 to 2020. …”
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Prevalence and predictors of unsuccessful tuberculosis treatment outcomes among persons with TB/HIV co-infection in Ghana: a 10-year retrospective study by Alhaji Ibrahim Cobbinah, Jacob Solomon Idan, Kingsley Boakye, Anthony Enimil, Nicholas Karikari Mensah, Ebenezer Adangabe, Sulemana Baba Abdulai, Charles Martyn-Dickens, Aliyu Mohammed

“…Methods A retrospective cross-sectional study was conducted using data from the Komfo Anokye Teaching Hospital between January 2012 and December 2022. …”
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Minor population of NK lymphocytes with CD19 coexpression by A. A. Kalashnikova, N. V. Bychkova

“…The frequency and relative number of CD56+CD19+dim cells is virtually not assessed, and there is no data on their phenotypic characteristics, as well as the connection of this subpopulation with any disease state. …”
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Ability and utility of the Physician Well-Being Index to identify distress among Chinese physicians by Zejun Li, Peng Pu, Min Wu, Xin Wang, Huixue Xu, Xiaoyu Zhang, Qijian Deng, Winson Fuzun Yang, Yueheng Liu, Qianjin Wang, Manyun Li, Yuzhu Hao, Li He, Yunfei Wang, Qiuxia Wu, Yi-Yuan Tang, Tieqiao Liu

“…Chi-square tests and logistic regression were used for data analysis.Results Seven items of the PWBI (emotional exhaustion, depression, stress, poor mental and physical QOL, low work meaning and dissatisfaction with work-life integration) were independently associated with low QOL (all p < 0.05). …”
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Ethical and deontological dominants in ophthalmology by O. M. Panko

“…Identification and analysis of the errors in order to prevent them is the ethical imperative in medical practice and effective way to improve clinical medicine. …”
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Stroke in children and adolescents: topical problems of pre-hospital diagnostics by Y. A. Khachaturov, I. O. Shchederkina, N. F. Plavunov, A. M. Sidorov, E. E. Petryaykina, I. P. Vytkovskaya, V. A. Kadyshev

“…A review of domestic and foreign literature on the early diagnosis of stroke in children and adolescents, as well as epidemiological data on pediatric stroke, is presented. Particular attention is paid to the features of the symptoms of stroke and stroke-like conditions («stroke masks») in the pediatric population and the analysis of the main factors that influence errors in the early diagnosis of stroke in children and adolescents. …”
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Reference charts for the fetal cavum septi pellucidi’s width, length and length-to-width ratio: protocol for a prospective monocentric cross-sectional study in Italy (the ‘REC-FAST... by Patrizia Vergani, Sara Ornaghi, Anna Locatelli, Elena Spada, Roberta Rovelli, Maria Verderio, Paola Camponovo, Laura Lanteri, Elettra Salmoiraghi, Sabrina Cozzolino

“…Where possible, outliers will be corrected by comparing with the original values (computation errors); otherwise, such data will be excluded. The fetal charts will be traced using the Cole and Green-Lambda, Median, and Sigmamethod (CG-LMS); in addition, the use of alternative modelling approaches, such as parametric models derived from the Extended Mechanistic Growth Function method, will be explored.Ethics and dissemination Ethical approval for this study was obtained by the Lombardy Ethics Committee n.3 (15 December 2023) prior to the commencement of the research. …”
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Metaheuristic-Based Model Optimization of a Steam-Filled Chamber by Hubert Guzowski, Roman Senkerik, Maciej Smolka, Frantisek Gazdos, Miroslav Palka, Libor Pekar, Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Aleksander Byrski, Zuzana Kominkova Oplatkova, Radek Matusu, Janusz Kacprzyk

“…The obtained parametric models were compared based on the quality of fit and the sensitivity and stability analysis of the obtained solutions. The achieved models reflect real data with high accuracy, with mean squared errors as low as 0.0138 on output values ranging from 0.0 to 20.0, representing less than 0.1% of the output range. …”
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Visual Servoing Using Sliding-Mode Control with Dynamic Compensation for UAVs’ Tracking of Moving Targets by Christian P. Carvajal, Víctor H. Andaluz, José Varela-Aldás, Flavio Roberti, Carolina Del-Valle-Soto, Ricardo Carelli

“…For detection and image processing, the Opencv C++ library is used; the data are published in an ROS topic at a frequency of 50 Hz. …”
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PSYCHOLOGICAL FACTORS OF THE FORMATION OF LEGAL AWARENESS OF STUDENTS OF HISTORICAL AND MEDICAL EDUCATION PROFILES by Dribas Svetlana, Semenov Konstantin

“…The article includes an analysis of scientific literature on psychology, history and medicine. …”
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Sensitivity studies of a four-dimensional local ensemble transform Kalman filter coupled with WRF-Chem version 3.9.1 for improving particulate matter simulation accuracy by J. Lin, J. Lin, T. Dai, L. Sheng, W. Zhang, S. Hai, Y. Kong

“…Smaller root mean square errors and larger correlation coefficients in the analysis of PM<span class="inline-formula">_2.5</span> and PM<span class="inline-formula">₁₀</span> are observed across nearly all verification stations, indicating that the 4D-LETKF assimilation optimizes the simulation of PM<span class="inline-formula">_2.5</span> and PM<span class="inline-formula">₁₀</span> concentration efficiently. …”
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Postprocessing of convection permitting precipitation forecast using UNets by Marcos Esquivel-González, Albano González, Juan Carlos Pérez, Juan Pedro Díaz

“…Although Numerical Weather Prediction (NWP) models form the backbone of modern forecasting, their inherent limitations and the chaotic behavior of atmospheric equations often result in errors, requiring postprocessing to improve accuracy and quantify uncertainties. …”
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Deep learning-based dual optimization framework for accurate thyroid disease diagnosis using CNN architectures by Zeeshan Ali Haider, Nasser A Alsadhan, Fida Muhammad Khan, Waleed Al-Azzawi, Inam Ullah Khan, Inam Ullah

“…Further research will also explore real-time ultrasound analysis and multi-modal data integration, such as combining medical images with patient history, to enhance diagnostic accuracy. …”
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Simulation and validation of underwater scenes for two-media optical 3D reconstruction by F. Schulte, M. Brezovsky, A. Günthner, B. Jutzi, G. Mandlburger, L. Winiwarter

“…The results indicate that refractive effects must be explicitly accounted for, as a water depth of 3.5 m led to errors on the order of 1 m, when refraction was not taken into account. …”
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