Omega-3 Fatty Acids for the Treatment of Bipolar Disorder Symptoms: A Narrative Review of the Current Clinical Evidence by Evmorfia Psara, Sousana K. Papadopoulou, Maria Mentzelou, Gavriela Voulgaridou, Theophanis Vorvolakos, Thomas Apostolou, Constantinos Giaginis

“…Methods: The present narrative review aims to critically summarize and scrutinize the available clinical studies on the use of omega-3 fatty acids in the management and co-treatment of bipolar disorder episodes and symptoms. …”
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Building a virtual community of practice for medical students: The Global Emergency Medicine Student Leadership Program by Ashley Pickering, Andrés Patiño, Stephanie C. Garbern, Dania Abu‐Jubara, Alexandra Digenakis, Anthony Rodigin, Michaela Banks, Kimberly Herard, Stacey Chamberlain, Elizabeth L. DeVos

“…Abstract Virtual communities of practice (VCoPs) facilitate distance learning and mentorship by engaging members around shared knowledge and experiences related to a central interest. …”
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Prediction of sugar beet yield and quality parameters using Stacked-LSTM model with pre-harvest UAV time series data and meteorological factors by Qing Wang, Ke Shao, Zhibo Cai, Yingpu Che, Haochong Chen, Shunfu Xiao, Ruili Wang, Yaling Liu, Baoguo Li, Yuntao Ma

“…Two years of data covering 185 sugar beet varieties were used to train a developed stacked Long Short-Term Memory (LSTM) model, which was compared with traditional machine learning approaches. Incorporating fresh weight estimates of aboveground and root biomass as predictive factors significantly enhanced prediction accuracy. …”
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Use of Artificial Intelligence in Adolescents’ Mental Health Care: Systematic Scoping Review of Current Applications and Future Directions by Gauri Sharma, Mark J Yaffe, Pooria Ghadiri, Rushali Gandhi, Laura Pinkham, Genevieve Gore, Samira Abbasgholizadeh-Rahimi

“…For diagnosis, studies primarily addressed suicidal behaviors (n=11) and autism spectrum disorder (n=7). Machine learning was the most frequently reported AI method across all application areas. …”
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Pupil responses to social stimuli are associated with adaptive behaviors across the first 24 months of life by Rebecca Grzadzinski, Raymond S. Carpenter, Josh Rutsohn, Alapika Jatkar, Kattia Mata, Ambika Bhatt, Maria M. Ortiz-Juza, Madison R. Dennehey, Donna Gilleskie, Jed T. Elison, Nicolas Pégard, Jose Rodriguez-Romaguera

“…Abstract Background Pupil changes in response to well-controlled stimuli can be used to understand processes that regulate attention, learning, and arousal. This study investigates whether pupil dynamics to social stimuli are associated with concurrent adaptive behavior in typically developing infants. …”
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Convolutional Neural Network Based Vehicle Classification in Adverse Illuminous Conditions for Intelligent Transportation Systems by Muhammad Atif Butt, Asad Masood Khattak, Sarmad Shafique, Bashir Hayat, Saima Abid, Ki-Il Kim, Muhammad Waqas Ayub, Ahthasham Sajid, Awais Adnan

“…However, these methods are trained on limited handcrafted features extracted from small datasets, which do not cater the real-time road traffic conditions. Deep learning-based classification systems have been proposed to incorporate the above-mentioned issues in traditional methods. …”
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FORMS OF INFORMATIONAL EDUCATION IN THE DEPARTMENT OF POST EDUCATION OF DOCTORS OF UMSA by P. M. Skrypnikov, T. P. Skrypnikova, T. A. Khmil, O. E. Berezhnaya, O. M. Bieliaieva

“…The main forms of informal education in dentistry include: participation in professional meetings, seminars, scientific and practical conferences, symposiums, congresses, exhibitions, simulation trainings, master classes, practical skills training courses, internships in clinics in other countries, distance learning, including electronic through professional Internet resources. …”
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In Vivo Evaluation of the Analgesic and Anti-Inflammatory Activity of <i>Thymus numidicus</i> Essential Oil by Ouardia Chaouchi, Velislava Todorova, Stanislava Ivanova, Elizabet Dzhambazova, Farida Fernane, Nacira Daoudi Zerrouki, Lyudmil Peychev, Kremena Saracheva, Michaela Shishmanova-Doseva, Zhivko Peychev

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The Role of English Pre-Service Teachers’ Beliefs About Teaching in Teacher Education Programs by Castellanos Jaimes Judith

“…<div>This paper presents a review of studies on pre-service teachers’ beliefs about teaching. …”
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توظيف مقدرات الموارد البشرية في تعزيز الاداء الاستراتيجي بحث استطلاعي تحليلي في بعض كليات جامعة القادسية... by احسان دهش جلاب, سيف علي جاسم

“…Research results showed positive significant relationship between human resources competencies and strategic performance. The research also presents set of recommendations the most important the faculties need of the need for the college to provide distinctive support for research and development activities to enhance introduce creative ideas to its members in order to a feature on its outputs the final. …”
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Cyclooxygenase-1 deletion in 5 × FAD mice protects against microglia-induced neuroinflammation and mitigates cognitive impairment by Jie Wang, Hong Ni, Yu Wang, Luyao Wei, Hanqing Ding, Zhongzhao Guo, Hao Pan, Ying Yu, Jia Luo, Weidong Pan, Deheng Wang, Zun-Ji Ke

“…Abstract Background Alzheimer's disease (AD) is a neurodegenerative disease with major symptoms including memory and learning deficits. Neuroinflammation associated with reactive microglia promotes AD progression. …”
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Artificial intelligence–based diabetes risk prediction from longitudinal DXA bone measurements by Sulaiman Khan, Zubair Shah

“…Shallow models outperformed the DL models by presenting improved accuracy (91.08%), AUROC (96%), and recall values (91%). …”
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Refining management strategies for Lennox–Gastaut syndrome: Updated algorithms and practical approaches by Stéphane Auvin, Alexis Arzimanoglou, Mercè Falip, Pasquale Striano, J. Helen Cross

“…Most people with LGS have learning difficulties and need a lot of support, often in residential care. …”
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Global Research Trends in Biomimetic Lattice Structures for Energy Absorption and Deformation: A Bibliometric Analysis (2020–2025) by Sunny Narayan, Brahim Menacer, Muhammad Usman Kaisan, Joseph Samuel, Moaz Al-Lehaibi, Faisal O. Mahroogi, Víctor Tuninetti

“…Key research focuses include additive manufacturing, finite element modeling, machine learning-based design optimization, and the performance evaluation of bioinspired geometries. …”
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Wandering around: a bioinspired approach to visual attention through object motion sensitivity by Giulia D’Angelo, Victoria Clerico, Chiara Bartolozzi, Matej Hoffmann, P Michael Furlong, Alexander Hadjiivanov

“…Integrating event-based sensors with neuromorphic algorithms represents a paradigm shift, using spiking neural networks (SNNs) to parallelise computation and adapt to dynamic environments. This work presents a spiking convolutional neural network bioinspired attention system for selective attention through object motion sensitivity. …”
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Delivering youth nutrition interventions through school-based gardening of indigenous vegetables and fruits and WhatsApp nutrition education in Southwest Nigeria: non-randomized st... by Abiodun T. Atoloye, Idowu A. Atoloye, Idowu A. Atoloye, Sherif O. Olasoji, Victoria A. Tanimonure, Michael O. Awoleye, Cornelius T. Atere, Tolulope L. Owoyemi, Atanda S. Oladejo

“…Integrating school-based gardening focused on IVFs with a nutrition education program delivered via WhatsApp combines experiential learning with digital tools.Methods and analysisThis is a non-randomized, mixed-methods study involving youths between 15 and 35 years who will participate in gardening activities and/or interactive nutrition education via WhatsApp. …”
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Wearable device for axillary lymph node screening in breast cancer based on infrared thermography and artificial intelligence by Xiaoying Zhong, Jinqiu Deng, Ping Lu, Zhichao Zuo, Yu Zhao, Yidong Zhou, Xuefei Wang

“…Methods In this study, we curated an internal and external cohort for developing and accessing the deep learning model-based infrared thermography system. …”
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Zero-Shot Eggshell Crack Detection Using Grounding DINO and FFT-Based Outer-to-Inner Ring Energy Ratio by Tomorn Soontornnapar, Tuchsanai Ploysuwan

“…This study presents a novel approach to eggshell crack detection by integrating zero-shot learning with advanced image analysis techniques. …”
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Comprehensive Analysis of the Biomechanical Research of Pelvic Organ Prolapse: A Scientometric Approach by Du H, Yang M, Qi X, Yang L, Wang Z, Yang T, Xu S, Fu L

“…Moreover, advancements in machine learning, various regenerative medicine approaches, and multimodal large-scale FE modeling offer promising insights for development.Conclusion: This study presents a comprehensive analysis of the knowledge system and research directions of the biomechanics of POP, providing valuable guidance for future research endeavors.Keywords: pelvic organ prolapse, biomechanics, bibliometric, visualization analysis…”
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Utility of Generative Artificial Intelligence for Japanese Medical Interview Training: Randomized Crossover Pilot Study by Takanobu Hirosawa, Masashi Yokose, Tetsu Sakamoto, Yukinori Harada, Kazuki Tokumasu, Kazuya Mizuta, Taro Shimizu

“…One of its main advantages lies in enabling self-learning, allowing trainees to independently practice interviews without the need for simulated patients. …”
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