Reliable machine learning models in genomic medicine using conformal prediction by Christina Papangelou, Konstantinos Kyriakidis, Pantelis Natsiavas, Ioanna Chouvarda, Andigoni Malousi, Andigoni Malousi

“…However, potential prediction errors in healthcare services can have life-threatening impact, raising reasonable skepticism about whether these applications have practical benefit in clinical settings. …”
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Relationship of parameters of the impulsivity – reflexivity cognitive style with propensity to Internet addiction in high school students by E. P. Grigoriev, A. S. Galchenko, L. V. Poskotinova

“…An inverse relationship between the level of Internet addiction and decision latency in a multiple-choice situation and a direct relationship between the level of Internet addiction and the number of errors in the J. Kagan’s reflection – impulsivity test were revealed.Conclusion. …”
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ORBITAL RADIOGRAPHIC ANATOMY. PART 2. ORBITAL SOFT TISSUE CONTENTS by O. Yu. Yatsenko, I. E. Tyurin

“…The asymmetry of the mean orbital soft tissue volumes in health is within the limits of statistical error.…”
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Centralized daily drug management in clinical trial institutions and specific implementation plans by Yu Tang, Yu Tang, Xiaolong Fang

“…This study explores the implementation of centralized pharmacy management in clinical drug trials, addressing the limitations of decentralized approaches.MethodsIt involves the establishment of a centralized drug warehouse with unified processes and digital systems, primarily relying on the Cold Chain Cloud Platform, Service Cloud Platform, and Enterprise WeChat Platform, to enhance precision and efficiency.ResultsIt indicated a significant reduction in error rates and improved adherence to clinical trial protocols. …”
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TRYING TO DETERMINE THE DEVELOPMENT TRENDS OF THE RUSSIAN ECONOMY by A. A. Frenkel, Ya. V. Sergienko, N. N. Volkova, O. N. Matveeva

“…All the three indices are calculated for the Russian economy as of 1999-2015; the forecast for April 2016 was made with the prediction error of 2.3%. The analysis of the results leads to the conclusion that the value of the lead lag has decreased compared with the previous periods and this is an evidence of the increased rate of changes in the industrial production dynamics. …”
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Technology for risk assessment at product lifecycle stages using fuzzy logic by A. N. Chesalin, S. Ya. Grodzenskiy, Pham Van Tu, M. Yu. Nilov, A. N. Agafonov

“…The "risk-based approach" allows to reduce the cost of correcting possible errors in the future and reduce the uncertainty when performing subsequent actions. …”
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Ecological direction in the system of knowledge on population by S. D. Valentey, N. G. Dzhanaeva

“…The similarity of the same demoecological situations allows using the experience of the regions belonging to the same type, reducing the risk of errors in setting the objectives of development programs and the development of measures for their implementation. …”
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Educational and Clinical Applications of a Web- and Android-Based Telemedicine Platform to Expand Rural Health Care in Ecuador by Leonel Vasquez-Cevallos, Andrew Mitchell, Susana Muñoz-Hernández, Ángel Herranz-Nieva, Ana Garcia-Mingo, Paula De Corral-San Martin, Mijail Castro, Paul E.D. Soto-Rodriguez, Franklin Parrales-Bravo, Rosangela Caicedo-Quiroz

“…Results: Technical validation demonstrated low error rates, high user satisfaction, and average task completion times of 5 min for general practitioners and 3 min for specialists. …”
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Criterion-Related Validity and Reliability of the Front Plank Test in Adults: The ADULT-FIT Project by Ángela Rodríguez-Perea, Pedro Aragón-Aragón, Magdalena Cuenca-García, Carolina Cruz-León, Maximiliano Torres-Banduc, Sandra Sánchez-Parente, José Castro-Piñero

“…Reliability was examined by ICC, error measurements, and Bland–Altman analysis across sex and age groups. …”
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Quantitative Ultrasonic Testing and Evaluation of Laser Welds for Stainless Steel Carbody of Rail Transit Vehicles by ZHOU Guanghao, LI Bing, DU Yuxin, CHANG Xiaoyu, GAO Zhongliang, KANG Liqi, GAO Ya

“…The semi-attenuation method and frequency domain analysis method are used to obtain the simulated values of the fusion width, which are then compared with actual values, followed by the error statistical analysis. ［Result & Conclusion］ The variations in ultrasonic A-scan signals and main frequency amplitude correlate well with the probe position. …”
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Genetic influence on choroidal vascularity index. by Je Moon Yoon, Yong Jin Gil, Joohon Sung, Don-Il Ham, Mingui Kong

“…The covariate-adjusted heritability (±standard error) of the CVI was 0.716 ± 0.091, and the heritabilities of the TCA and LA were 0.691 ± 0.089 and 0.634 ± 0.100, respectively.…”
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DED: Drift Principle in Educational Evolved Data by Ammar Thaher Yaseen Al Abd Alazeez

“…The results show that our proposed algorithm superiority existing ones in purity, entropy, and sum of square error measurements. Experiments led to the conclusion that the concept drift accompanied by a change in the number of clusters and outliers indicates a significant education event. …”
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Anomaly detection research using Isolation Forest in Machine Learning by A. S. Kechedzhiev, O. L. Tsvetkova

“…The study includes data preprocessing, training the model on the training set, and evaluating the model's performance on the test set using accuracy metrics, error matrix, and classification report. To implement this research, the Python programming language and the scikit-learn library were chosen to implement the Isolation Forest, as well as Pandas for working with data.Result. …”
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Management of Pseudophakic Myopia Using Implantable Phakic Contact Lens with A ‘Piggy Back’ Technique by Kanchita Pandey, Devika Joshi, Shrikant Dinkar Joshi

“…This off-label use of IPCL offers a good alternative treatment option for pseudophakic patients with high refractive error.…”
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The Effect of 8 Weeks of Core Stabilization Training Program on Balance in Hearing Impaired Students by amin Farzaneh hessari, Hasan Daneshmandi, Solmaz Mahdavi

“…The static balance was measured with the balance error estimate system (BESS) and the dynamic balance was measured with the star excursion balance test (SEBT). …”
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The Research of Comparative Characteristics and Functional Features of the Co-integration of Technological Innovations and business Activity and their Impact on the Formation of Ma... by B. J. Matrizaev

“…The practical examination of the impact of changes in the dynamics of complex indicators of creative development and commercial activity on economic growth is the research’s scientific contribution and novelty. Using vector error correction models, modular root testing models and other econometric methods, the author demonstrated that both business activity and innovation stimulate economic growth in the long-term. …”
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Application of user preference mining algorithms based on data mining and social behavior in brand building by Yuhan Dong

“…In actual simulation experiments, its prediction results for the user’s brand preference index are accurate, with an error of only 0.11, and the algorithm has extremely high ratings among industry insiders. …”
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Analysis of Vertical Ground Reaction Force Data in Predicting Parkinson’s Disease by Varun Jain

“…Additionally, it was found that a Minimum Classification Error Optimized SVM machine learning model using Bayesian statistics was able to classify individuals with Parkinson’s disease using VGRF data at an accuracy of 67.1%, and sensitivity of 80.43%. …”
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Postoperative Outcomes of “Optic Capture” Technique of IOL Implantation in Pediatric Cataract Surgery by Vaishali Prajapati, Kalpit Shah, Kushagra Jain

“…Methods: In a prospective evaluation, preoperative and postoperative visual acuity and refractive error were recorded. Intraoperative and postoperative complications were observed. …”
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Lingual Movement during Speech Production by a Speaker of Cantonese with Dysarthria-An Electromagnetic Articulographic Study by Manwa Lawrence Ng, Yang Chen, Sally Wong

“…In addition, lingual displacement associated with the error phonemes was similar to the substituted one (/t/), accounting for same phoneme perception.Conclusion:The EMA provided an objective measurement to better our understanding of the articulatory deviations exhibited by dysarthric individuals.…”
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