Bayesian adaptation in Poisson cognitive systems by Aleksander A. Solodov

“…In particular, to describe the stochastic properties of cognitive systems and the possibility of creating an optimal algorithm, the Bayesian approach recognized in a number of philosophical works is applied.The optimal estimate by the criterion of the minimum standard error is, as is known, a posteriori mathematical expectation of a random estimated value, which is applied in this work. …”
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Computed Tomography Criteria for Differential Evaluation of True and False Lumens in Aortic Dissection by R. S. Muslimov, I. E. Popova, L. T. Khamidova, V. S. Selyaev, I. V. Vasilyeva, L. S. Kokov

“…The signs of true and false lumen presented in the work, as well as their combination, make it possible to perform a quick and error-free marking of the aortic lumen with a high degree of probability. …”
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Housing Price Forecasting Using AI (LSTM) by Hossein Ziyadi, Erfan Salavati, Mohammad Mahdi Lotfi Heravi

“…The main goal of this paper is to build an Artificial Intelligence model with the most flexibility in the input part for the data type heterogeneity and the lowest error in the output part as the predicted price. …”
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Development of dietary KAP（knowledge， attitude and practice）questionnaires for patients with type 2 diabetes mellitus and their family members and assessment of reliability and val... by LIU Shuhong, YANG Dan, HU Xiling, GUO Xiaodi, ZHANG Yao

“…Content validity analysis showed that the item-level content validity index was 0.938-1.000， and the average scale-level content validity index was 0.977 （patient version） and 0.968 （family member version）. Conclusion The dietary KAP questionnaires among T2DM patients and their family members developed in this study yield high reliability and validity， which could be an effective dietary assessment tool for patients with diabetes mellitus.…”
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In vivo confocal microscopy provides evidence of corneal nerve damage and basal tear film reduction in patients treated with oral isotretinoin by Alberto Barros, Javier Lozano-Sanroma, Juan Queiruga-Piñeiro, Luis Fernández-Vega-Cueto, Cristina Sánchez-Fernández, Jesús Merayo-Lloves, Ignacio Alcalde

“…A linear regression equation model was developed for BUT (R2 = 0.48; 1-β = 0.98; p = 0.01) and CNFrD (R2 = 0.58; 1-β = 0.99; p = 0.002). Conclusion Oral isotretinoin treatment promotes a vicious cycle of ocular surface disease that leads to damage to the subbasal nerve plexus. …”
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Mapping the evidence on the assessment of fitness to work at heights: a scoping review by Lyndsey Swart, Nicolaas Claassen, Tania Buys

“…Findings on the economic implications of FFW assessments were also inconclusive.Conclusion Assessing FFW at heights is vital for worker safety, yet key challenges persist. …”
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Does the number of pages received per hour affect resident productivity? by Alyssa Mangino, Bryan A. Stenson, Evan L. Leventhal, Deesha Sarma, Peter S. Antkowiak, David T. Chiu

“…Abstract Background Workflow interruptions are common for emergency physicians and are shown to have downstream consequences such as patient dissatisfaction, delay in clinical response, and increase in medical error. However, the impact of passive interruptions on physician productivity is unclear and has not been well studied. …”
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Development of Adaptive Testing Method Based on Neurotechnologies by E. V. Chumakova, D. G. Korneev, M. S. Gasparian

“…Adam showed the best results in terms of accuracy, while the MSE loss function (mean square error) was used together with the optimizer. Traditionally, training was carried out for a large number of epochs; graphs of dependences of accuracy on the number of epochs for a different number of neurons in the hidden layer were experimentally obtained.Results. …”
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Experimental determination and theoretical calculation for CO2 liquid-solid phase equilibrium in PLNG by Zihe LI, Jianlu ZHU, Qing MIAO, Feng YAN, Xin OUYANG, Chaofei NIE, Hui HAN, Yuxing LI

“…For instance, considering the solubility of CO2 in pure methane, the average relative percentage error between the results calculated using the optimized model and test data decreased significantly from 10.83% to 2.333 6%. …”
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Rapid monitoring of fermentations: a feasibility study on biological 2,3-butanediol production by Zofia Tillman, Darren J. Peterson, Nancy Dowe, Ed Wolfrum

“…The decrease in signal-to-noise ratio when using a low-cost spectrometer led to greater prediction error than the laboratory-grade spectrometer for at-line monitoring. …”
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Determination of the optimal row distance for double row piles and the calculation method for earth pressure between piles by Ke TANG, Hua ZHAO, Xuefeng TANG, Rusong CHENG

“…In conclusion, this study provides a valuable insight for rapidly determining the optimal spacing of double-row piles and calculating the soil pressure between piles.…”
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Flow simulation algorithm for gas gathering pipelines of natural gas fields by Yuling LYU, Zhenhe JIANG, Xiaowei LI, Jiakai SHI, Huaping CAO

“…ResultsThe mean relative error (MRE) of the pressure difference calculated by this algorithm was 0.101, compared to 0.267 for OLGA software. …”
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Wind speed and direction on predicting wind energy availability for a sustainable ecosystem by B. Baranitharan, D. Sivakumar, M. Perarul Selvan

“…The study discovered that the three-parameter Weibull distribution caused less error in the wind speed data distribution pattern than both the Weibull distribution and beta distribution, based on the results of the Anderson-Darling and Kolmogorov-Smirnov tests. …”
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Improvement of electrospark deposition technology of steel units for drilling rigs and mining equipment by D. N. Korotaev, E. V. Ivanova

“…When determining the strength of the adhesive interaction of the probe and the surface at one point, the absolute error was 15 nN. Tribological tests were carried out on a 2070-СМТ-1 standard friction machine according to the “disk-shoe” scheme.Results. …”
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Characterization, Molecular Identification and Antimicrobial Susceptibility Testing of Diarrheagenic Escherichia coli Isolated from Diarrhea Infected Patients Around Dhaka City by Fahima Akter, Md. Shamimuzzaman, Susmita Roy Chowdhury, Faria Islam, Rajib Kanti Roy

“…VITEK 2 COMPACT was used to perform the Antimicrobial Susceptibility Test (AST). Agreement and error were analyzed based on Clinical & Laboratory Standards Institute (CLSI) guidelines. …”
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Prevalence and associated factors of adolescent fatherhood in Ethiopia: A multilevel analysis using the 2016 Ethiopian demographic health survey data. by Misganaw Gebrie Worku, Getayeneh Antehunegn Tesema, Achamyeleh Birhanu Teshale

“…The model with the largest adjusted R2, lowest Bayesian Information Criteria (BIC) and the smallest cross-validation prediction error were considered as the best-fitted model. In the multivariable analysis, the Adjusted Odds Ratio (AOR) with 95% Confidence Interval (CI) were reported to declare the presence of statistically significant factors associated with adolescent fatherhood, and variables with p-value <0.05 were considered as a significant variable.…”
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Characterization, Molecular Identification and Antimicrobial Susceptibility Testing of Diarrheagenic Escherichia coli Isolated from Diarrhea Infected Patients Around Dhaka City by Fahima Akter, Md. Shamimuzzaman, Susmita Roy Chowdhury, Faria Islam, Rajib Kanti Roy

“…VITEK 2 COMPACT was used to perform the Antimicrobial Susceptibility Test (AST). Agreement and error were analyzed based on Clinical & Laboratory Standards Institute (CLSI) guidelines. …”
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Progression of sacroiliitis in men and women according to the cohort of early axial spondyloarthritis (CORSAR) over 3 years of follow-up by D. G. Timokhina, T. V. Dubinina, A. B. Demina, O. A. Krichevskaya, Sh. F. Erdes

“…In 8% of patients, there was a regression of X-ray signs of SI.Conclusion. The radiographic progression of SI in patients with early axSpA does not depend on gender and disease activity. …”
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Perfusion Parameter Map Generation from 3 Phases of Computed Tomography Perfusion in Stroke Using Generative Adversarial Networks by Cuidie Zeng, Xiaoling Wu, Fusheng Ouyang, Baoliang Guo, Xiao Zhang, Jianghua Ma, Dong Zeng, Bin Zhang

“…Qualitative assessments of diagnostic quality further confirmed that the mCTP-derived maps were comparable to those obtained from traditional CTP. In conclusion, the GAN-based model is effective in generating perfusion maps from mCTP, which could serve as a viable alternative to traditional CTP in the diagnostic evaluation of AIS.…”
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Association of prognostic nutritional index with all-cause and cardiovascular mortality in adults with depression: NHANES 2005–2018 by Haiyan Ding, Xinchun Zou

“…Restricted cubic spline analyses were utilized to explore the potential nonlinear association between PNI levels and mortality.ResultsThe weighted mean PNI level was 41.89 (standard error 0.1), and the median follow-up duration was 84 months. …”
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