The Current State of Medical Specialty Training in Türkiye within the Framework of Recent TUKMOS Practices by Murat DEMİRCİ, Mehmet KOCA, Özlem COŞKUN

“…This is a traditional review based on the relevant literature and current official documents. Learning objectives related to clinical and procedural competencies have been defined. …”
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Persistent Autobiographical Amnesia: A Case Report by C. Repetto, R. Manenti, V. Sansone, M. Cotelli, D. Perani, V. Garibotto, O. Zanetti, G. Meola, C. Miniussi

“…The absence of a clear pathomechanism underlying focal amnesia lead us to consider this case as an example of functional retrograde amnesia.…”
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From an entertaining app to a search engine: A case of user-generated innovation in social media platforms by Mashael Almoqbel, Jana Alrassi, Sara Alzahrani, Hajar Alrashidi, Sabah Jarallah Aldoshan, Abdullah Alatiqi

“…Based on these findings, we propose several enhancements to augment TikTok's functionality as a search engine.…”
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Large-scale predictions of alternative protein conformations by AlphaFold2-based sequence association by Myeongsang Lee, Joseph W. Schafer, Jeshuwin Prabakaran, Devlina Chakravarty, Madeleine F. Clore, Lauren L. Porter

“…These methods often assume that AF2 relies on evolutionary couplings to predict alternative protein conformations, but they perform poorly on fold-switching proteins, which remodel their secondary structures and modulate their functions in response to cellular stimuli. Here we present a method designed to leverage AF2’s learning of protein structure more than evolutionary couplings. …”
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Effect Evaluation of Staged Fracturing and Productivity Prediction of Horizontal Wells in Tight Reservoirs by Yuan Zhang, Jianyang Chen, Zhongbao Wu, Yuxiang Xiao, Ziyi Xu, Hanlie Cheng, Bin Zhang

“…Considering the problems of staged fracturing effect evaluation and the production prediction of horizontal wells in tight reservoirs, a BP neural network model based on deep learning is proposed. Due to the interference of multiple physical parameters and the complex functional relationship in the development of tight reservoir fracturing, the traditional prediction method has low accuracy and it is difficult to establish an accurate mapping relationship. …”
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Design of an intelligent post-diagnosis decision support system for highly automated trucks by Xin Tao, Lina Rylander, Jonas Mårtensson

“…The design includes conducting a system impact analysis to identify new stakeholders, proposing a new DSS architecture with review and learning functions, and concretizing various potentially effective decision-making models and information inputs. …”
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Unraveling mitotic protein networks by 3D multiplexed epitope drug screening by Lorenz J Maier, Stefan M Kallenberger, Katharina Jechow, Marcel Waschow, Roland Eils, Christian Conrad

“…Abstract Three‐dimensional protein localization intricately determines the functional coordination of cellular processes. The complex spatial context of protein landscape has been assessed by multiplexed immunofluorescent staining or mass spectrometry, applied to 2D cell culture with limited physiological relevance or tissue sections. …”
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THE PROJECTED RATE OF COMPETENCE FORMATION AS A TOOL OF EDUCATIONAL MANAGEMENT OF ADVANCED LEVEL OF EDUCATION by L. V. Lvov

“…The author clarifies the concept of the advanced level of education; introduces the term of the rate of formation of competency; proposes a new model to solve the problem of predicting learning outcomes and timely management influence by managers of education at all stages of the design and functioning of the educational system in the conditions of implementation of competence-based approach in the higher school, providing the advanced level of education.Practical significance. …”
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Smart Agile Prioritization and Clustering: An AI-Driven Approach for Requirements Prioritization by Aya M. Radwan, Manal A. Abdel-Fattah, Wael Mohamed

“…In Agile software development, requirements prioritization plays a crucial role in ensuring that critical functionalities are delivered efficiently. Traditional prioritization methods often suffer from scalability limitations, lack of automation, and difficulty in handling dependencies. …”
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The Role of Cognitive Performance in Older Europeans’ General Health: Insights from Relative Importance Analysis by Eleni Serafetinidou, Christina Parpoula

“…This study explores the role of cognitive performance in the general health of older Europeans aged 50 and over, focusing on gender differences, using data from 336,500 respondents in the sixth wave of the Survey of Health, Aging, and Retirement in Europe (SHARE). Cognitive functioning was assessed through self-rated reading and writing skills, orientation in time, numeracy, memory, verbal fluency, and word-list learning. …”
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INFORMATION SYSTEM OF ACCOUNTING FOR PROFESSIONAL DEVELOPMENT OF EDUCATORS IN FORMAL AND NON-FORMAL EDUCATION by Дмитро Покришень

“…The article is devoted to the possibility of conducting centralized or regional accounting of professional development of educators, recognition of learning outcomes of various subjects of professional development. …”
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The dynamic brain: from spiking neurons to neural masses and cortical fields. by Gustavo Deco, Viktor K Jirsa, Peter A Robinson, Michael Breakspear, Karl Friston

“…The cortex is a complex system, characterized by its dynamics and architecture, which underlie many functions such as action, perception, learning, language, and cognition. …”
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Physiological and morphological impact of physical activity and nutritional interventions to offset disuse-induced skeletal muscle atrophy by Irfan Arif, Ayesha Rasheed, Sadia Nazeer, Fareeha Shahid

“…Skeletal muscle tissue acts as a functional unit for physical movements, energy metabolism, thermogenesis, and metabolic homeostasis. …”
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Progression in Time of Dentate Gyrus Granule Cell Layer Widening due to Excitotoxicity Occurs along In Vivo LTP Reinstatement and Contextual Fear Memory Recovery by Karina Hernández Mercado, Araceli Martínez Moreno, Luis Francisco Rodríguez Durán, Martha L. Escobar, Angélica Zepeda

“…These results highlight the plastic potential of the DG to recover some of its functions despite a major structural alteration such as abnormal GCL widening.…”
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Neural Personalized Ranking via Poisson Factor Model for Item Recommendation by Yonghong Yu, Li Zhang, Can Wang, Rong Gao, Weibin Zhao, Jing Jiang

“…However, most of existing methods simplify the implicit frequency feedback to binary values, which make collaborative filtering unable to accurately learn the latent user and item features. Moreover, the traditional collaborating filtering methods generally use the linear functions to model the interactions between latent features. …”
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Research on prediction method of well logging reservoir parameters based on Multi-TransFKAN model by Huazhong Yang, Zhang Chong, Lei Xiong, Wenhao Xiong, Guilan Lin, Kaiwen Huang, Wenyi Zhang

“…By integrating Fourier functions in place of B-spline functions within the KAN framework, the model effectively captures complex periodic and nonlinear features. …”
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Identifying key genetic variants in Alzheimer’s disease progression using Graph Convolutional Networks (GCN) and biological impact analysis by Belal A. Hamed, Heba Mamdouh Farghaly, Ahmed Omar, Tarek Abd El-Hafeez

“…Using rigorously curated data from the GWAS Catalog and AD-specific functional networks (FGN), the model achieved exceptional performance (accuracy: 98.04 ± 0.32%, AUROC: 0.996). …”
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Urban transition governance in practice: exploring how European cities govern local transitions to achieve climate neutrality by Gabriella Doci, Hade Dorst, Stanislas Hillen, Tess Tjokrodikromo

“…This article assesses cities' initial efforts to implement the transition governance model through the lens of the analytical framework that focuses on four key functions drawn from the transition management literature: coordination, co-creation, anchoring, and governance learning. …”
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PROSPECTS FOR IMPLEMENTATION THE «EDUCATIONAL DANCE» APPROACH IN NEUROREHABILITATION by A. A. E. Trofimova, T. V. Kharitonova

“…The use of the “educational dance” approach in teaching allows solving several rehabilitation tasks: adaptation of the subject to the process of perception of new information; learning to realize body in motion and build motion on the basis of biofeedback; achievement of maximum comfort during movement and gain a unique manner of movement that is maximally functional for the subject. …”
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Effectiveness of Blended Internet-based Self-help and Face-to-face Intervention for Depression: A Pilot Study from India by Sindhuja Sudarshan, Seema Mehrotra, Jagadisha Thirthalli

“…Conclusion: The blended intervention demonstrated effectiveness in reducing depression and improving self-esteem, and functional and psychological recovery.…”
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