Visualizing digital twins of fusion power plants using NVIDIA Omniverse by Nitesh Bhatia, Rui Costa, Stanislas J. P. Pamela, Andrew Davis, Alejandra N. Gonzalez Beltran, Vignesh Gopakumar, Lorenzo Zanisi, Shaun de Witt, Robert Akers

“…It also provides a view of extending Omniverse with real-time data visualization, Python scripting, and generative AI in applications that make the digital twin even more functional and interactive, allowing seamless collaboration across teams and stakeholders. The interoperability challenges that limit the adoption of Omniverse in fusion research are also discussed. …”
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Determinants of mistrust in digital health research and approaches to address them among Muslim ethnic minorities living in the United Kingdom: a qualitative study by Syed Mustafa Ali, Mohammad Mahin Saiyed, Aneela McAvoy, Robert Mackin, Caroline Jay, Sabine N. van der Veer

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Artificial Intelligence in Orthopedic Medical Education: A Comprehensive Review of Emerging Technologies and Their Applications by Kyle Sporn, Rahul Kumar, Phani Paladugu, Joshua Ong, Tejas Sekhar, Swapna Vaja, Tamer Hage, Ethan Waisberg, Chirag Gowda, Ram Jagadeesan, Nasif Zaman, Alireza Tavakkoli

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The role of machine learning in infectious disease early detection and prediction in the MENA region: A systematic review by Radwan Qasrawi, Ghada Issa, Suliman Thwib, Razan AbuGhoush, Malak Amro, Raghad Ayyad, Stephanny Vicuna, Eman Badran, Yousef Khader, Raeda Al Qutob, Faris Al Bakri, Hana Trigui, Elie Sokhn, Emmanuel Musa, Jude Dzevela Kong

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Influencing Mechanism of the Social Role of Government Digital Human on Public Adoption Behavior by WEI Tianyu, LIU Zhongyi, ZHANG Ning

“…[Purpose/Significance] Under the background of digital government construction, as a new type of service subject of human-machine collaborative governance, the influence mechanism of the social role positioning of government digital humans on public adoption behavior urgently needs theoretical exploration. …”
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Unveiling Health Security Patterns in the European Union through a Hybrid Entropy-CoCoSo and K-Means Clustering Framework [version 1; peer review: 2 approved] by Amani A. K. Essayed, Yahya Ali Al-Samawi, Abed Saif Ahmed Alghawli, Adel A. Nasser

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Broad-spectrum coronavirus vaccines: integrated strategies to combat viral diversity by Qian He, Yi Zhang, Zhihao Fu, Xiao Ma, Zhenglun Liang

“…Future efforts must emphasize durable immunity, mucosal strategies, and adaptability to viral diversity. Collaboration across computational, immunological, and virological fields will be essential to achieve universal coronavirus protection.…”
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Research Advances in Underground Bamboo Shoot Detection Methods by Wen Li, Qiong Shao, Fan Guo, Fangyuan Bian, Huimin Yang

“…Future research should prioritize edge-computing solutions, cost-effective sensor networks, and cross-disciplinary collaborations to bridge technical and practical gaps. …”
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An environmental health vocabulary and its semi-automated curation workflow by Michelle Angrish, Scott Burns, Joshua Cleland, Caroline Foster, Samuel Kovach, Kristan Markey, Brittany Schulz, Andy Shapiro, Michele Taylor, George Woodall, Sean Watford

“…The EHV was manually created to promote data aggregation, integration, accessibility and transparent data exchange across EPA partners by normalizing the data extracted into the EPA Health Assessment Workplace Collaborative (HAWC). The workflow described here removes the manual curation bottleneck by transforming data curation into a streamlined semi-automated process powered by computational text processing steps. …”
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Joint Intensity and Spatio-Temporal Representation Learning for Extreme Precipitation Nowcasting by Zefeng Pan, Renlong Hang, Qingshan Liu, Chunxiang Shi, Zhiqiang Xu, Xiao-Tong Yuan

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A deeper exploration of functional connectivity of brain regions regulating bladder function in healthy adults by Arda Bayer, Kris Hoffman, Betsy Salazar, Behnaam Aazhang, Rose Khavari

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Integrated genomic analysis of NF1-associated peripheral nerve sheath tumors: an updated biorepository dataset by Jineta Banerjee, Yang Lyu, Stavriani C. Makri, Alexandra J. Scott, Lindy Zhang, Ana Calizo, Kai Pollard, Kuangying Yang, John M. Gross, Calixto-Hope G. Lucas, Jiawan Wang, Adam S. Levin, Allan J. Belzberg, Carlos G. Romo, Robert J. Allaway, Jaishri O. Blakeley, Angela C. Hirbe, Christine A. Pratilas

“…As a dedicated effort to systematically bank tumor samples from people with NF1, in collaboration with molecular geneticists and computational biologists, the Johns Hopkins NF1 biospecimen repository offers access to tissue samples and genomic data to promote the advancement of NF1-related tumor biologic insights and therapies.…”
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Next-Generation Vaccine Platforms: Integrating Synthetic Biology, Nanotechnology, and Systems Immunology for Improved Immunogenicity by Majid Eslami, Bahram Fadaee Dowlat, Shayan Yaghmayee, Anoosha Habibian, Saeedeh Keshavarzi, Valentyn Oksenych, Ramtin Naderian

“…Ongoing interdisciplinary collaboration is crucial to fully develop these technologies for strong, adaptable, globally accessible vaccines. …”
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Median Arcuate Ligament Syndrome: From Diagnosis to Multidisciplinary Management—A Narrative Review by Patryk Skórka, Jacek Szulc, Konrad Szewczyk, Adam Szafirowski, Piotr Gutowski, Maciej Wojtuń, Paweł Rynio

“…It emphasizes the need for a multidisciplinary approach, including collaboration between the surgeon, radiologist, gastroenterologist and psychologist, which enables comprehensive disease management and improved quality of life for patients. …”
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Training for tomorrow: Establishing a worldwide curriculum in online adaptive radiation therapy by Meegan Shepherd, Elizabeth Joyce, Bethany Williams, Siobhan Graham, Winnie Li, Jeremy Booth, Helen A. McNair

“…By leveraging artificial intelligence and fostering interdisciplinary collaboration, the radiation therapy field can enhance efficiency and accuracy in oART. …”
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Digital Twin for Climate Resilience: Transforming Smart Cities for a Sustainable Future by E. Ali, E. Ali, A. Mansour, A. Mansour, E. Mohammed Abdelkader, N. Elshaboury, T. Zayed

“…We argue that addressing these hurdles through cross-disciplinary collaboration, regulatory support, and technological innovation is critical for fully leveraging DTs’ potential in climate resilience. …”
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Exploring the potential of signalling molecules hydrogen sulfide and nitric oxide in augmenting salt stress resilience in bitter gourd by Ritu Kumari, Gurmeen Rakhra, Abdulaziz Abdullah Alsahli, Javaid Akhter Bhat, Parvaiz Ahmad

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FedEmerge: An Entropy-Guided Federated Learning Method for Sensor Networks and Edge Intelligence by Koffka Khan

“…<b>Introduction:</b> Federated Learning (FL) is a distributed machine learning paradigm where a global model is collaboratively trained across multiple decentralized clients without exchanging raw data. …”
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BirdRecon: A free open source tool for image based bird species recognition by Hari Kishan Kondaveeti, Nabin Kumar Upadhaya, Dheeraj Sai Tukkugudam, Rahul Panigrahi, Sirivella Madhan Chandra Mouli, Valli Kumari Vatsavayi, Nagendra Panini Challa

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Decoding Schizophrenia: How AI-Enhanced fMRI Unlocks New Pathways for Precision Psychiatry by Valeria Di Stefano, Martina D’Angelo, Francesco Monaco, Annarita Vignapiano, Vassilis Martiadis, Eugenia Barone, Michele Fornaro, Luca Steardo, Marco Solmi, Mirko Manchia, Luca Steardo

“…This convergence of neuroimaging and computational innovation heralds a transformative era in precision psychiatry.…”
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