Modeling the Meaning of Individual Words Using Cultural Cartography and Keystroke Dynamics by Tatiana A. Litvinova, Olga V. Dekhnich

“…A set of data analysis methods (linear mixed models, principal components analysis, hierarchical clustering on principal components) implemented in R packages is used to reveal individual differences in the word meaning in terms of the proposed list of features and association of the revealed differences with participants’ characteristics. …”
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DETERMINATION OF DENTAL AGE OF 10-13 YEAR-OLD CHILDREN OF THE CARPATHIAN REGION OF UKRAINE BY THE CAMERIERE METHOD IN COMPARISON WITH THEIR CHRONOLOGICAL AGE by V.F. Makieyev, O.O. Isakova

“…Cameriere research has been carried out in many countries around the world and, in particular, in European countries, by implementing the general formula. Children in the period of occlusive bite remain the most critical in terms of age and, therefore, the determination of the correct time for dental interventions. …”
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Using Human‐Centred Design to Codesign Patient Engagement Tools With a Patient Advisory Council: Successes and Challenges by Madelyn Knaub, Santiago Leon, Surakshya Pokharel, Veronika Kiryanova, Kim Giroux, Prachi Khanna, Anna Rychtera, D'Arcy Duquette, Pamela Mathura, Nancy Verdin, Anshula Ambasta

“…The PAC members are currently collaborating on a study to implement these tools in hospitals and to evaluate the utility from a patient perspective.…”
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Mitochondrial Fitness Science Communication for Aging Adults: Prospective Formative Pilot Study by Cathy A Maxwell, Brandon Grubbs, Mary S Dietrich, Jeffrey T Boon, John Dunavan, Kelly J Knickerbocker, Maulik R Patel

“…Intervention feasibility scores ranged from 89% (17/19; seems easy to follow) to 95% (18/19; seems implementable, possible, and doable). Overall, 79% (15/19) stated an intention to continue the MitoFit intervention. …”
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Machine-Learning-Based Integrated Mining Big Data and Multi-Dimensional Ore-Forming Prediction: A Case Study of Yanshan Iron Mine, Hebei, China by Yuhao Chen, Gongwen Wang, Nini Mou, Leilei Huang, Rong Mei, Mingyuan Zhang

“…This is particularly true in mature mining areas such as the Yanshan Iron Mine, where the depletion of shallow proven reserves and the increasing issues of mixed surrounding rocks with shallow ore bodies make it increasingly important to build intelligent mines and implement green and sustainable development strategies. …”
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Classification of Individuals With COVID-19 and Post–COVID-19 Condition and Healthy Controls Using Heart Rate Variability: Machine Learning Study With a Near–Real-Time Monitoring C... by Carlos Alberto Sanches, Andre Felipe Henriques Librantz, Luciana Maria Malosá Sampaio, Peterson Adriano Belan

“…In addition, a prototype system for near–real-time monitoring was implemented and tested in a separate group of 4 participants. …”
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Construction of the mathematical model of the strength of post-consumer wood made blockboard of different designs by Serhiy Gayda, Lyubomyr Medvid

“…A batch of pine PCW-made blockboards was prepared by implementing a second-order B-plan, where the variables were the width of the strips of tangential and radial sawing. …”
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GENETIC ALGORITHMS FOR THE OPTIMIZATION OF PIPELINE SYSTEMS FOR LIQUID DISTRIBUTION (2) by Paulo-César Narváez, Haiver Galeano

“…In addition, the contribution of the components and sensitivity are analyzed in order to investigate some characteristics and parameters of the implemented GA.<br>Este es el segundo de dos artículos en los que se presenta un Algoritmo Genético (AG) para obtener un diseño óptimo desde el punto de vista económico y de operación, de un sistema de tuberías para el transporte de líquidos, con base en criterios tales como el cumplimiento de las leyes de la conservación de la masa y la energía, exigencias de caudal en los puntos de consumo en donde se conoce la presión, restricciones en el valor de la presión en los puntos del sistema en donde se desconoce y en la velocidad, que debe ser inferior a la límite de erosión. …”
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Remodelación ósea a través del Modelo de Stanford // Bone remodeling through the Stanford´s Model. by H. Figueredo-Losada, V. González-Fernández, J. Batista-Aguiar, M. Muramatsu, Á. M. Felipe-Garmendia

“…<br />In this work it takes the pattern of bone remodelling proposed by Jacob (1994) and it is<br />implemented with the use of the software Abaqus using user's subroutine (UMAT), its applies a<br />model 2D of generic bone with a system of loads to check the effects of the remodelling and the<br />variations of the values of density. …”
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Pathogenetic characteristics and related risk factors of incisional infection after surgery for acute intestinal obstruction and construction of prediction model by Qiangqiang Wang, Yanjing Zhu, LvHao Cao, Tongyuan Zhang, Jiawei Chang, Xingyu Wang

“…This model enables clinicians to implement targeted early monitoring and preventive strategies, ultimately improving patient outcomes.…”
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The Flipped Classroom in Medical Education: Systematic Review and Meta-Analysis by Dragan Spaic, Zoran Bukumiric, Nina Rajovic, Ksenija Markovic, Marko Savic, Jelena Milin-Lazovic, Nikola Grubor, Nikola Milic, Dejana Stanisavljevic, Aleksa Despotovic, Dejan Bokonjic, Jelena Vladicic Masic, Valerija Janicijevic, Srdjan Masic, Natasa Milic

“…However, it is essential to consider various factors, such as the availability of resources, faculty readiness, and student preferences when implementing any new educational approach. This study holds promise for advancing medical education by exploring innovative teaching methodologies that leverage technology to enhance learning outcomes.…”
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Implementasi Algoritma Random Forest Untuk Menentukan Penerima Bantuan Raskin by Ilham Kurniawan, Duwi Cahya Putri Buani, Abdussomad Abdussomad, Widya Apriliah, Rizal Amegia Saputra

“…The purpose of this study is to find the highest accuracy among the predictive classification algorithms proposed by Raskin beneficiaries using python machine learning tools and implemented through a website. Classification is a data mining method that determines categories in data groups to support more accurate predictions and analysis. …”
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Using Social Media to Recruit a Diverse Sample of Participants for a Mobile Health (mHealth) Intervention to Increase Physical Activity: Exploratory Study by Laura Pathak, Rosa Hernandez-Ramos, Karina Rosales, Jose Miramontes-Gomez, Faviola Garcia, Vivian Yip, Suchitra Sudarshan, Anupama Gunshekar Cemballi, Courtney Lyles, Adrian Aguilera

“… Abstract BackgroundRecruitment of demographically diverse samples in clinical research is often challenging and even more so during the COVID-19 pandemic when traditional in-person recruitment methods could not be implemented. Social media platforms offer an alternative approach for recruiting diverse samples of participants for clinical trials, including those testing digital health interventions. …”
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Costs and Outcomes of a Therapist-Guided Internet-Delivered Cognitive Behavioral Therapy: Multicenter Observational Study by Zareen Abbas Khan, Jørn Heggelund, Stian Lydersen, Kristian Kidholm, Henrik Pedersen, Imre Janszky, Tine Nordgreen, Vidar Halsteinli

“…ConclusionsThis study confirms the potential of therapist-guided iCBT to relieve symptom severity and improve well-being across different health service providers when implemented as part of routine specialist health care. …”
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Early assistance children and their families: regulatory legal regulation by S. V. Pavlova, O. V. Rodriges-Navarro, A. V. Sokurov, T. V. Ermolenko, I. S. Ishutina, A. M. Salogub

“…In 2012, the Decree of the President of the Russian Federation №. 761 dated 01.06.2012 «On the National Strategy of Actions in the interests of children for 2012–2017» was issued, which outlined not only the main issues in the field of protecting the interests of children, but also the ultimate goal of implementing the national strategy in the form of creating a system of early prevention of disability of children. …”
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CURRENT STATUS AND RESULTS OF PROFESSIONAL AND METHODOLOGICAL TRAINING OF PRE-SERVICE FRENCH TEACHERS AT UNIVERSITY LEVEL by Nataliia V. Maiier, Lesia V. Bondar

“…The professional and methodological training is carried out within the mandatory (curricular discipline “Methodology of teaching French in institutions of general secondary education” and practical training, which is implemented in two types of pedagogical practice) and optional disciplines. …”
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Analysis of molecular resistance and associated risk factors in tuberculosis by Zhenzhen Wang, Tengfei Guo, Liyang Xu, Jinwei Liu, Long Li, Junrong Jin, Qing Zhang, Tao Jiang, Zhanqin Zhao, Yun Xue

“…Strengthening DR-TB surveillance and implementing timely, targeted interventions are essential for controlling the spread of DR-TB and achieving the goals of the "End TB Strategy."…”
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An enigma of hypocalcaemia: unveiling the interaction between denosumab and intravenous iron when co-administered by Sabyasachi Roy, Anand Velusamy, Muhammed Russal Latheef

“…Rapid loading was done with a high-dose of cholecalciferol (40,000 IU daily for 7 days).6 Close monitoring was implemented to assess electrolyte trends. Serum calcium and phosphate gradually improved over a week, and the patient was discharged with a structured long-term follow-up plan. …”
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Revolutionizing heart attack prognosis: Introducing an innovative regression model for prediction by Hanaa Albanna, Madhav Raj Theeng Tamang, Chandan Patel, Mhd Saeed Sharif

“…This misalignment creates confusion in the clinical relevance of the findings and weakens the generalizability of the models for heart attack risk assessment.Lack of Model Interpretability in Practice: Though LIME and SHAP were cited as tools to ensure model transparency, they were not implemented or evaluated. This limits clinicians’ trust in the model’s predictions—an essential factor for real-world adoption. …”
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Temporal trends in the incidence of adverse effects of medical treatment in BRICS countries from 1990 to 2021: an age-period cohort analysis by Xingmin Wei, Xingmin Wei, Lu Jiang, Zhidong Zhang, Longjian Shang, Kun Liu, Xiaoang Qin, Gaoheng Ding, Lu Liu, Jianjun Wu

“…Additionally, net drift, localized drift, age-specific curves, and period/cohort relative risk were estimated through an age-period-cohort (APC) model implementing the intrinsic estimator (IE) algorithm.ResultsBetween 1990 and 2021, the incidence of AEMT decreased in both South Africa and China. …”
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