Global research trends and frontiers in patent foramen ovale closure: a comprehensive bibliometric analysis (2004–2024) by Jie Liu, Yehong Liu, Ying Sheng, Jiangping Ye, Rikang Yuan, Xiao Wang, Gangjun Zong

“…Burst detection revealed evolving priorities, including post-closure atrial fibrillation and improved patient selection (e.g., RoPE score).ConclusionResearch on PFO closure has progressed from pathophysiological understanding to evidence-based clinical intervention, driven by landmark trials and multidisciplinary collaboration. …”
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German S3 guideline on implant-supported all-ceramic restorations by Lukas Waltenberger, Shaza Bishti, Stefan Wolfart

“…However, questions regarding their long-term performance, material selection, and design features remain unresolved. This guideline, developed by the German Association of Oral Implantology (DGI) in collaboration with the German Society of Dentistry and Oral Medicine (DGZMK), aims to enhance treatment safety, guide clinical decision-making, and improve patient education concerning all-ceramic implant-supported restorations. …”
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Ecotoxicological risk assessment of N-nitrosamines to Selenastrum capricornutum in surface waters: Insights into toxicity mechanisms and environmental Implications by Decai Liu, Litang Qin, Honghu Zeng, Yi Liang, Yanpeng Liang, Yingjie Chen, Huanfang Huang, Wenwen Chen

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A Recommendation Algorithm Based on Restricted Boltzmann Machine by WANG Weibing, ZHANG Lichao, XU Qian

“…In the case where the amount of data is too large, the recommended results output by the RBM model will be broader Besides, many collaborative filtering algorithms currently do not handle large data sets better So, we try to use the deep learning technology to strengthen the personalized recommendation model We propose a hybrid recommendation model combining the bound Boltzmann model and the hidden factor model First, we use the RBM algorithm to generate candidate sets, and score the sparse matrix of the candidate set Then we use the LFM model to sort the candidate results and select the optimal solution for recommendation The hybrid model is validated using used large public datasets It can be seen from the verification that compared with the traditional recommendation model, the proposed method can improve the accuracy of the score prediction…”
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Prognostic value of lymph node ratio in patients with non-small cell lung cancer: a systematic review and meta-analysis by Junhuang Zheng, Junhuang Zheng, Junhuang Zheng, Junhuang Zheng, Junhuang Zheng, Haoyu Zhong, Enxiang Quan, Zhiyan Gao, Songsong Ying, Songsong Ying, Songsong Ying, Songsong Ying

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Management of built heritage via HBIM Project: A case of study of flooring and tiling by Juan Enrique Nieto, Juan José Moyano, Fernando Rico Delgado, Daniel Antón García

“…Building Information Modelling (BIM) is a collaborative system that has been fully developed in the design and management of industries involved in Architecture, Engineering and Construction (AEC) sectors. …”
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Technical School Councils for Inclusion and Educational Equity in Basic Education in Tlaxcala, Mexico by Adriana Carro-Olvera, José Alfonso Lima-Gutiérrez, María Elza-Eugenia Carrasco-Lozano

“…The second one related to a pedagogic intervention proposal during the school year 2015-2016 in 214 technical school councils, selected among 1,222 schools in the state. In addition to imprecise strategies to avoid situations of risk and educational exclusion, the results obtained identified school planning, collaborative work, technical pedagogic counseling, and leadership as themes to be consolidated.…”
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Robotisation in travel and tourism: Tourist guides' perspectives on robot guides by Öykü Demir, Ahmet Vatan

“…Therefore, this study suggests a collaborative approach between robots and human tour guides could yield mutually beneficial outcomes.…”
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Advancing Real-World Evidence Through a Federated Health Data Network (EHDEN): Descriptive Study by Clair Blacketer, Martijn J Schuemie, Maxim Moinat, Erica A Voss, Montse Camprubi, Peter R Rijnbeek, Patrick B Ryan

“…We seek to provide transparency regarding the types of RWD available and their potential to support collaborative research and regulatory use. …”
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Research and Design of an Active Light Source System for UAVs Based on Light Intensity Matching Model by Rui Ming, Tao Wu, Zhiyan Zhou, Haibo Luo, Shahbaz Gul Hassan

“…This paper first designs the overall framework of the active light source system, detailing the functions of each module and their collaborative working principles. Furthermore, optimization experiments are conducted on the variable active light source module. …”
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Exploring the Interplay Among Student Identity Development, University Resources, and Social Inclusion in Higher Education: Analyzing Students as Partners Project in a Hong Kong Un... by Peter Lau, Jiahui Zheng

“…Social inclusion is vital in teaching and learning, particularly within collaborative educational frameworks like the Students as Partners (SaP) initiative. …”
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What Promotes and Inhibits Sharing of Learning Designs? Teachers’ Perspectives by Verner Larsen, Lisbeth Lunde Frederiksen, Thomas Iskov

“… This article contributes to the research on learning design by examining the collaborative practices among teachers in professional education. …”
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Blockchain and IoT for Sustainable Agriculture: Innovations and Impacts by Femi Abiodun Elegbeleye, Olusegun Oguntona, Ife Elegbeleye

“…The review underscores the need for collaborative frameworks and policy support to foster adoption and recommends future research to focus on hybrid models and localized applications.…”
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Advancing Metaverse's experience through optimization of players’ decisions by Stav Cohen, Barak Fishbain

“…This research investigates decision-making within collaborative online games, where players face the challenge of optimizing their character's value through strategic NFT acquisition. …”
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The Role of AI in On-Site Construction Robotics: A State-of-the-Art Review Using the Sense–Think–Act Framework by Zhihao Ren, Jung In Kim

“…A rigorous bibliometric analysis of 319 selected publications from 2015 to 2024 highlights key research trends and notable contributors. …”
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Truthful incentive mechanism for “digital currency”based on privacy protection by Xiao CHEN, Xinran LYU, Zhi LIU

“…Many national central banks have conducted legal digital currency research based on distributed ledger technology,but only the UK has disclosed the accounting structure of the legal digital currency framework RSCoin,and the incentive mechanisms was proposed to encourage mintettes to provide honest collaborative accounting services.However,this mechanism does not take into account the differential service costs of mintettes,nor does it give a definite compensation distribution.The privacy costs of the mintettes were fully considered,the incentive model of the central bank and mintettes were established,and the methods were clarified to compensate mintettes.In the legal digital currency research area,an incentive mechanism POPTIM was proposed firstly,that not only protects the private cost of the mintettes,but also guarantees the mintettes report their truthful bidding prices to the central banks.POPTIM first encrypts the biddings of mintettes by coding hash encryption method,then adopts privacy-preserving sorting algorithm to select the winner mintettes,and finally calculates the reward of mintettes based on the homomorphic addition algorithm.The analysis shows that the mechanism is privacy security,computationally efficient,individually rational and truthful simultaneously.…”
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Learning About Sustainability in a Global Context of Digital Transformation in Teacher Education: Exemplary Vignettes of Experience in Webinars by Ann-Kathrin Dittrich, Kgadi Mathabathe, Irma Eloff, Evi Agostini

“…We conclude that webinars are a digital tool that supports knowledge building and collaborative learning in an international context but that their specific properties need to be recognised. …”
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Making Visible Leadership Characteristics and Actions in Fostering Collective Teacher Efficacy: A Cross-Case Study by Donald R. Mendenhall, Suzanne H. Jones, LeAnn G. Putney

“…The researchers purposefully selected the schools as cases based on the level of CTE existing in the schools. …”
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Insertional mutagenesis and deep profiling reveals gene hierarchies and a Myc/p53-dependent bottleneck in lymphomagenesis. by Camille A Huser, Kathryn L Gilroy, Jeroen de Ridder, Anna Kilbey, Gillian Borland, Nancy Mackay, Alma Jenkins, Margaret Bell, Pawel Herzyk, Louise van der Weyden, David J Adams, Alistair G Rust, Ewan Cameron, James C Neil

“…A second RIM/DS screen comparing lymphomas of wild-type and parental transgenics showed that CD2-MYC tumours are virtually dependent on activation of Runx family genes in strong preference to other potent Myc collaborating genes (Gfi1, Notch1). Ikzf1 was identified as a novel collaborating gene for Runx2 and illustrated the interface between integration preference and oncogenic selection. …”
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Managing hepatocellular carcinoma recurrence after liver transplantation: emerging role of immune checkpoint inhibitors by Mohammad Saeid Rezaee-Zavareh, Soo Young Hwang, Naomy Kim, Hasmik Adetyan, Nguyen H. Tran, Ju Dong Yang

“…However, ICIs should be reserved for select cases or clinical trials, with multidisciplinary team collaboration being critical. …”
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