Predicting the risk of postoperative gastrointestinal bleeding in patients with Type A aortic dissection based on an interpretable machine learning model by Lin Li, Xing Yang, Wei Guo, Wenxian Wu, Meixia Guo, Huanhuan Li, Xueyan Wang, Siyu Che

“…Calibration curves and decision curve analysis (DCA) were used to assess model calibration and clinical utility. The SHapley Additive exPlanation (SHAP) algorithm was applied for interpretability analysis. …”
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Implementing a nurse-led safety planning intervention in emergency departments to prevent suicide reattempts: a stepped-wedge randomized controlled trial protocol (French multicent... by Benoit Chalancon, Julie Haesebaert, Aurélie Vacher, Maxime Vieux, Louis Simon, Fabien Subtil, Cyrille Colin, Emmanuel Poulet, Edouard Leaune, Investigator Associates, Expanded Scientific Nursing Committee

“…Finally, an intervention phase will be activated during which the SPI will be implemented in addition to practices as usual. PROTECT is the first study to largely evaluate the effectiveness of the SPI and is the first ongoing study with a large number of included participants and participating centres. …”
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A New Zero Waste Design for a Manufacturing Approach for Direct-Drive Wind Turbine Electrical Generator Structural Components by Daniel Gonzalez-Delgado, Pablo Jaen-Sola, Erkan Oterkus

“…An integrated structural optimization strategy was produced in this study for direct-drive electrical generator structures of offshore wind turbines, implementing a design for an additive manufacturing approach, and using generative design techniques. …”
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Heat Utilization in Boiler Plants by Using Liquid-Vapor Jet Apparatus by Serhii Sharapov, Jan Krmela, Danylo Husiev, Anton Verbytskiy, Jozef Bocko

“…The proposed solution involves extracting heat to preheat the network water for the heating system and implementing additional heat utilization using a liquid-vapor jet apparatus. …”
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Dual feature-based and example-based explanation methods by Andrei Konstantinov, Boris Kozlov, Stanislav Kirpichenko, Lev Utkin, Vladimir Muliukha

“…The dual representation inherently allows us to get the example-based explanation. The neural additive model is also considered as a tool for implementing the example-based explanation approach. …”
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Building Professional Career of University Teacher in Russia by A. S. Sokolova, M. G. Sergeyeva, I. S. Samokhin

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Design and fabrication of modular tensegrity-like lattices with auxetic properties by Anna Al Sabouni-Zawadzka, Andrea Micheletti, Maciej Kołodziejczak, Adam Zawadzki

“…The measured stiffening response of the lattice closely follows that of the implemented numerical model. The proposed design procedure can be extended to lattice metamaterials based on other tensegrity units and realized by different additive manufacturing techniques.…”
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Emergence and spatiotemporal incidence of dengue in Rio Grande do Sul, Brazil by Sergiane Baes Pereira, Bianca Conrad Bohm, Angelita dos Reis Gomes, Glênio Aguiar Gonçalves, Nádia Campos Pereira Bruhn, Vinicius Silva Belo, Francisco Aguilera-Benavente, Fabio Raphael Pascoti Bruhn

“…The temporal progression and geographic distribution of the cases were analyzed using generalized additive models (GAM), Local Indicators of Spatial Association (LISA), and spatiotemporal scan statistics. …”
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Processibility of Al5356 wire on Al6082 substrate by WAAM using MIGwelding power by Ifeyinwa G. Ibekwe, Ahmed H. Awad, Marawan Abdelwahed, Fatai O. Aramide, Mohamed A. Taha

“…A water-cooling system was implemented to counteract heat accumulation, significantly improving dimensional stability and reducing porosity. …”
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Soft-computing models for predicting plastic viscosity and interface yield stress of fresh concrete by Waleed Bin Inqiad, Muhammad Faisal Javed, Deema Mohammed Alsekait, Naseer Muhammad Khan, Majid Khan, Fahid Aslam, Diaa Salama Abd Elminaam

“…To get increased insights into the model prediction process, shapely and individual conditional expectation analyses were carried out on the XGB algorithm which highlighted that water, cement, and time after mixing are the most influential parameters to estimate both fresh properties of concrete. In addition, a graphical user interface has been made to efficiently implement the findings of this study in the civil engineering industry.…”
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Blood pressure abnormality detection and interpretation utilizing explainable artificial intelligence by Hedayetul Islam, Md. Sadiq Iqbal, Muhammad Minoar Hossain

“…Moreover, several XAI methods, namely permutation feature importance (PFI), partial dependence plots (PDP), Shapley additive explanations (SHAP), and local interpretable model-agnostic explanations (LIME) were implemented for additional exploration of our best model. …”
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Design and implementation of a cost-effective, safe, and precise lean-rich generating system for the evaluation of NOX storage reduction catalysts: performance analysis, statistica... by Javad Sajedifar, Seyyed Bagher Mortazavi, Hasan Asilian Mahabadi, Ali Khavanin, Mohammad Sharif Hosseini

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Implementación del modelo CIPP para evaluar el avance del rendimiento en los deportes de petanca de Java Oriental (Implementing the CIPP model for evaluating the advancement of per... by Abdul Hafidz, Afif Rusdiawan, Cemal Özman, Muhammad Labib Siena Ar Rasyid, Ratko Pavlovic, Bekir Erhan Orhan, Ahmad Lani, Ari Iswanto, nugroho susanto

“…The study's findings indicate that the CIPP evaluation analysis revealed that 73.75% of the dimensions of context support for programme implementation fell into the "support" category. Additionally, 69% of the human resources input component was classified as "adequate." …”
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Preparation for the Implementation of the International Classification of Diseases 11th Revision: A Survey on Clinical Coders' Knowledge of the International Classification of Dise... by Javad Zarei, AliMohammad Hadianfard, Abbas Sheikhtaheri

“…Like other countries, Iran should establish the required infrastructure to promptly implement ICD‐11. One of the essential infrastructures is clinical coders' familiarity with and skills in utilizing ICD‐11. …”
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Nonlinear Optimization and Adaptive Heuristics for Solving Irregular Object Packing Problems by János D. Pintér, Ignacio Castillo, Frank J. Kampas

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Design and Development of Information Content of an Open Online School for Foreign Citizens in Russian by N. I. Gorodetskaya, I. E. Belotserkovskaya, T. V. Tumanova, N. B. Sherbakova

“…The use of technologies for the development and implementation of mass open online-courses, as an effective mechanism for increasing the openness and accessibility of education, makes it possible to create conditions for the promotion of the Russian language based on the organization of open education courses in the Russian language and Russian culture.Purpose of this paper is to develop and scientifically and pedagogically substantiate the effectiveness of an open online school of additional education in Russian for foreign citizens living both in Russia and abroad, with the ability of self-registration for courses and choosing an individual training route.Materials and methods. …”
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Experience of Introducing Mixed and Hybrid Training for Health Professionals into Continuing Professional Education System by T. B. Sviridova, R. G. Makiev, V. S. Polovinka, N. N. Kamynina

“…One of the most relevant topics in the development of a modern training model in the system of continuing professional education for health professionals is the implementation of mixed and hybrid education. This approach combines the advantages of in-person interaction with the lecturer and the convenience of distance learning.The purpose of this article was to describe the experience of introducing mixed and hybrid training for medical specialists into additional professional education programs as well as to find out their satisfaction with new education formats.Materials and methods. …”
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Kolmogorov GAM Networks Are All You Need! by Sarah Polson, Vadim Sokolov

“…Our architecture is equivalent to a topological embedding, which is independent of the function, together with an additive layer that uses a generalized additive model (GAM). …”
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Development of the teacher's professional subjectivity in the process of advanced professional training by Pilyugina, Svetlana A., Sergeeva, Marina G.

“…Modern school education is undergoing renovation, thanks to the implementation of the national project “Education”. …”
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Commissioning of universal Split Hopkinson Bar for dynamic compression and tension experiments by Lukáš Kocian, Jan Falta, Nela Krčmářová, Tomáš Fíla, Jan Šleichrt

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