Exploring cerebellar transcranial magnetic stimulation in post-stroke limb dysfunction rehabilitation: a narrative review by Zhan Wang, Likai Wang, Likai Wang, Fei Gao, Yongli Dai, Chunqiao Liu, Jingyi Wu, Mengchun Wang, Qinjie Yan, Yaning Chen, Chengbin Wang, Litong Wang

“…The role of the cerebellum in motor control, the theoretical underpinnings of cerebellar stimulation on motor cortex excitability, and the indirect effects on cognition and motor learning are explored. Additionally, the review discusses current challenges, including coil types, safety, and optimal timing and modes of stimulation, and suggests future research directions. …”
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Accuracy of latest large language models in answering multiple choice questions in dentistry: A comparative study. by Huy Cong Nguyen, Hai Phong Dang, Thuy Linh Nguyen, Viet Hoang, Viet Anh Nguyen

“…<h4>Clinical relevance</h4>Dental clinicians and students should prioritize the most up-to-date LLMs when supporting their learning, clinical practice, and research.…”
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Endoscopic Precise Resection of Haglund's Deformity Using K-wire (Novel Technique) by KR Rohit, Parthiban Jeganathan, Sai Vineet Damodar Premkumar, AK Sanjay, Suresh Perumal

“…We conclude that endoscopic calcaneoplasty is a safe and effective technique for addressing Haglund's deformity. It has a steep learning curve with no complications and a faster resumption of activity.…”
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RETRACTED: An Infrared Small Target Detection Method Based on a Weighted Human Visual Comparison Mechanism for Safety Monitoring by Yuanyuan Chen, Huiqian Wang, Yu Pang, Jinhui Han, En Mou, Enling Cao

“…In addition, unlike deep learning, this method is appropriate for small sample sizes and is easy to implement on FPGA hardware.…”
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A Hybrid FEM-CNN for Image-Based Severity Prediction of Corroded Offshore Pipelines by Mohammad Fadzil Najwa, Muda Mohd Fakri, Abdul Shahid Muhammad Daniel, Aziz Norheliena, Mohd Mohd Hairil, Mohd Amin Norliyati, Mohd Hashim Mohd Hisbany

“…This research aims to quickly and accurately determine the severity of pipeline corrosion categorized as high, intermediate, or low through stress images generated from FEM. A transfer-learning algorithm was applied to refine and validate the model using a diverse image dataset of uniformly corroded pipelines (200x200 mm, 100x100 mm, 75x75 mm, 50x50 mm, and 10x10 mm), annotated with corresponding severity levels. …”
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Digital Competence of Young Adults in Poland by Małgorzata Ćwiek, Katarzyna Maj-Serwatka

“…As a consequence, there is a need to adapt to changing trends in the labour market, and to constantly learn and acquire new competences, including digital competences. …”
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Influencing Factors and Prevalence of Anxiety in Medical Students: A Cross-Sectional Study by Huong Thi Nguyen, Yen Thi Hoai Phan, Anh-Vu Nguyen-Hoang, Tri-Bao Nguyen, Gia-Phuoc Tran-Thien

“…Understanding the multifaceted nature of anxiety and its contributing factors is crucial for fostering a supportive learning environment, ultimately nurturing well-equipped and resilient healthcare professionals.…”
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Saccade Dynamics in the Acute and Recovery Phase of Abducens Nerve Palsy by Elissavet Kemanetzoglou, Klio Chatzistefanou, Nikolaos Smyrnis, Evangelia Kararizou, Evangelos Anagnostou

“…This finding likely reflects a change in the “pulse-step” pattern and may be related to plastic changes in central structures, such as the cerebellum, that support learning processes. …”
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Network Diffusion Framework to Simulate Spreading Processes in Complex Networks by Michał Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musial, Radosław Michalski, Piotr Bródka

“…This results in a significant proliferation of tools used by researchers and, consequently, a lack of a universally accepted technological stack that would standardise experimental methods (as seen, e.g., in machine learning). This article addresses that issue by presenting an extended version of the Network Diffusion library. …”
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English Law Terms: Optimizing Education Process by A. G. Anisimova, M. A. Arkhipova

“…Undoubtedly, systemic approach to terminological studies allows optimizing the learning process.…”
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PSYCHOLOGICAL GUIDING OF STUDENTS’ INDIVIDUAL EDUCATIONAL TRAJECTORIES IN VOCATIONAL SCHOOL by Evald F. Zeer, Oksana S. Popova

“…It is shown that high dynamics of economic processes and the integration of manufacturing technologies have generated the need for its networking, and led to a new organizational form of education – individual learning paths. The choice of educational trajectory is determined by socio-professional orientation of students, their value-sense orientation, the availability of alternative educational programs, opportunities for educational organizations. …”
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Comparative Analysis of Traditional and Modern NLP Techniques on the CoLA Dataset: From POS Tagging to Large Language Models by Abdessamad Benlahbib, Achraf Boumhidi, Anass Fahfouh, Hamza Alami

“…In this article, we compare a range of techniques, from traditional methods such as Part-of-Speech (POS) tagging and feature extraction methods like CountVectorizer with Term Frequency-Inverse Document Frequency (TF-IDF) and N-grams, to modern embeddings such as FastText and Embeddings from Language Models (ELMo), as well as deep learning architectures like transformers and Large Language Models (LLMs). …”
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Traditional Chinese Medicine Prescription Generation Model Based on Search Enhancement by ZHAO Zijuan, REN Xueting, SONG Kai, QIANG Yan, ZHAO Juanjuan, ZHANG Junlong

“…Although there is a small part of research in this field, transfer learning methods are usually used to apply relevant technology of text generation to this task simply and roughly. …”
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Circulating microRNA panels for multi-cancer detection and gastric cancer screening: leveraging a network biology approach by Leila Kamkar, Samaneh Saberi, Mehdi Totonchi, Kaveh Kavousi

“…Subsequently, for specific cancer screening, gastric cancer was focused on, using a similar strategy and a further step of preservation analysis. Machine learning techniques were then applied to evaluate two distinct miRNA panels: one for multi-cancer screening and another for gastric cancer classification. …”
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Involvement of Academic Staff in the Practice of Professional Development by G. Z. Efimova

“…The findings presented here may have practical implications for the development of personnel strategies at universities with the goal of increasing human capital and professional competence among academic staff, as well as motivating them to engage in continuous learning. The results of this study could be beneficial for participants in the academic community, as well as for specialists involved in developing educational programs and planning the future of universities strategically. …”
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Natural science education in the university core curriculum by D. N. Kyrov, N. V. Nesterova, O. A. Prituzhalova, L. D. Cheremnykh

“…The methods of teaching a natural science discipline have been selected, allowing the integration of soft skills into the educational process to be achieved. As an important learning outcome, it is possible to record an increase in the digital competencies of students and teachers in terms of using jointly edited cloud files, resources for online discussions and testing, as well as the inclusion of students in joint interdisciplinary projects and the development of communication practices. …”
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A data ensemble-based approach for detecting vocal disorders using replicated acoustic biomarkers from electroglottography by Lizbeth Naranjo, Carlos J. Pérez, Daniel F. Merino

“…Future research should focus on collecting comprehensive EGG databases and further exploring multi-class classification methods to solidify EGG and machine learning as a valuable tool for non-invasive assessment of laryngeal function.…”
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Implementing the Uganda lower secondary competence-based curriculum: the equity question by Mercy Chemutai Barasa, Proscovia Namubiru Ssentamu, John Koskey Chang’ach, Susan Jepkoech Kurgat

“…It highlights key policy and research gaps that should be addressed to promote equitable learning opportunities for all learners.…”
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Design and pilot evaluation of a brief intervention to reduce transphobia and improve attitudes of government officials to address legal gender affirmation needs of transgender peo... by Sari L. Reisner, Amaya Perez-Brumer, Ximena Salazar, Alfonso Silva-Santisteban

“…Guided by Gender Affirmation and Structural Violence Frameworks, the intervention utilized Adult Learning Theory and applied storytelling and testimonials as pedagogy. …”
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Automated system for calving time prediction and cattle classification utilizing trajectory data and movement features by Wai Hnin Eaindrar Mg, Thi Thi Zin, Pyke Tin, Masaru Aikawa, Kazuyuki Honkawa, Yoichiro Horii

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