Physics-Based Self-Supervised Grasp Pose Detection by Jon Ander Ruiz, Ander Iriondo, Elena Lazkano, Ander Ansuategi, Iñaki Maurtua

“…While our system achieves similar accuracy compared to a contemporary approach, 84% on the real-world validation, it has proven to be effective at generating grasps with good centering 18 times faster than the compared system.…”
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Practice patterns on the management of secondary hyperparathyroidism in the United States: Results from a modified Delphi panel. by David E Henner, Beatrice Drambarean, Teresa M Gerbeling, Jessica B Kendrick, William T Kendrick, Lisa Koester-Wiedemann, Thomas L Nickolas, Anjay Rastogi, Anis A Rauf, Brenda Dyson, Michael C Singer, Pooja Desai, Kathleen M Fox, Sunfa Cheng, William Goodman

“…Therefore, an expert panel defined consensus SHPT practice patterns in the United States with real-world context from the nephrology community.<h4>Methods</h4>Ten US healthcare providers and one patient participated in a modified Delphi method comprising three phases. …”
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Stakeholder perspectives to inform the implementation of a community health worker-delivered home management of hypertension intervention in Zimbabwe by Paddington Tinashe Mundagowa, Malvin Musariri, Pamela Magande, Tendai Hlabangana, Linda Jane Mukwambo, Pemberai Zambezi, Priscillah Muchemwa-Munasirei, Fadzai Mukora-Mutseyekwa

“…Objective Implementing evidence-based innovations often fails to translate into meaningful outcomes in practice due to dynamic real-world contextual factors. Identifying these influencing factors is pivotal to implementation success. …”
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HydroEcoLSTM: A Python package with graphical user interface for hydro-ecological modeling with long short-term memory neural network by Tam V. Nguyen, Vinh Ngoc Tran, Hoang Tran, Doan Van Binh, Toan D. Duong, Thanh Duc Dang, Pia Ebeling

“…Ultimately, applications of HydroEcoLSTM with real-world examples demonstrate its potential use for practical applications and research without requiring extensive coding skills.…”
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Factors Related to Significant Improvement of Estimated Glomerular Filtration Rates in Chronic Hepatitis B Patients Receiving Telbivudine Therapy by Te-Fu Lin, Ping-I Hsu, Kung-Hung Lin, Feng-Woei Tsay, Tzung-Jiun Tsai, Yan-Hua Chen, Hsien-Chung Yu

“…The aim of this study was to clarify the kinetics of eGFRs and to identify the significant factors related to the improvement of eGFRs in telbivudine-treated CHB patients in a real-world setting. Methods. Serial eGFRs were calculated every 3 months using the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation. …”
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Continuous Sign Language Recognition With Multi-Scale Spatial-Temporal Feature Enhancement by Zhen Wang, Dongyuan Li, Renhe Jiang, Manabu Okumura

“…Our approach provides a robust foundation for real-world applications such as sign language education and communication tools, while ablation and case studies highlight the impact of each module, paving the way for future research in CSLR.…”
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INFORMATION AND SOFTWARE OF VIRTUAL REALITY TRAINING APPLICATION «NATURAL GAS DRYER PLANT» by D. A. Kuzmuk, O. A. Shovkoplias, B. O. Kuzikov

“…Theoretical training may need to provide more insight into real-world working conditions, while practical training can be dangerous or require significant financial investment. …”
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Anomaly Detection and Business Process Orchestration for Low-Code Platform in Power System Based on Deep-Cross Model With Data Balancing by Jin Huang, Ming Sheng Xu, Chang Ming Zhu, Guo An Wang

“…Experimental results across multiple real-world datasets demonstrate the framework&#x2019;s superior performance, achieving an AUC of 0.93 and F1-score of 0.97, representing substantial improvements over existing methods. …”
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Development and evaluation of a maturity assessment tool for integrating building information modelling into operations and maintenance phase of buildings by Dania K. Abideen, Akilu Yunusa-Kaltungo, Clara Cheung, Patrick Manu

“…The BIM and O&M MM ensures stakeholder alignment and addresses real-world O&M challenges. It enhances data consistency, optimised long-term asset management, data-driven decision-making, and provides a foundation for future research and technology integration.…”
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The Role of Platelet Concentrates and Growth Factors in Facial Rejuvenation: A Systematic Review with Case Series by Giuseppina Malcangi, Angelo Michele Inchingolo, Alessio Danilo Inchingolo, Laura Ferrante, Giulia Latini, Irma Trilli, Paola Nardelli, Marialuisa Longo, Andrea Palermo, Francesco Inchingolo, Gianna Dipalma

“…The case series that goes with it shows real-world examples of how to improve skin elasticity, texture, and general facial appearance with little negative side effects. …”
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Growing from Exploration: A Self-Exploring Framework for Robots Based on Foundation Models by Shoujie Li, Ran Yu, Tong Wu, Junwen Zhong, Xiao-Ping Zhang, Wenbo Ding

“…In addition, we propose a workflow of deploying the real-world robot system with self-learned skills as an embodied assistant. …”
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Topic-aware neural attention network for malicious social media spam detection by Maged Nasser, Faisal Saeed, Aminu Da’u, Abdulaziz Alblwi, Mohammed Al-Sarem

“…A series of experiments were conducted utilizing two real-world datasets to evaluate the model. Using dataset 1, the proposed model outperformed the baseline techniques, with average improvements in recall, precision, and F1 and accuracies of 17.54 %, 6.19 %, 11.91 %, and 12.27 %, respectively. …”
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A Generalized Distributed Energy Dispatch and Congestion Management Approach Applied to German and Japanese Grid Systems by Maximilian Kilthau, Toko Mannari, Tomo Tadokoro, Hiroyuki Hatta, Alexander Fay, Felix Gehlhoff

“…The results confirm that the decentralized control method effectively transmits control signals to real systems and that the underlying mathematical models accurately reflect real-world scenarios.…”
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An autonomous vehicles’ test case extraction method: Example of vehicle-to-pedestrian scenarios by Zhengping Tan, Qian Wang, Wenhao Hu, Pingfei Li, Liangliang Shi, Hao Feng

“…However, this approach may not fully capture the criticality of the generated scenarios, as it tends to emphasize the statistical characteristics of the data rather than its real-world applicability. This paper proposes a novel method to enhance scenario adaptation by integrating quantization weights with a new clustering algorithm. …”
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Simulation Strategies for Mixed Traffic Conditions: A Review of Car-Following Models and Simulation Frameworks by Bhargav Naidu Matcha, Satesh Narayana Namasivayam, Mohammad Hosseini Fouladi, K. C. Ng, Sivakumar Sivanesan, Se Yong Eh Noum

“…Also, the review of commercially existing microscopic traffic simulation frameworks built to evaluate real-world traffic scenario are presented. This review identified various vehicle parameters adopted by existing CF models and whether the current 2D traffic models developed from CF models effectively captured the vehicle behaviour in mixed traffic conditions. …”
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Bounded multivariate contaminated normal mixture model with applications to skin cancer detection by Abbas Mahdavi

“… Background & Aim: In real-world datasets, outliers are a common occurrence that can have a significant impact on the accuracy and reliability of statistical analyses. …”
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Exploring the solutions of tempered (κ,ϖ)-Hilfer hybrid implicit boundary value problem by Abdelkrim Salim, Sabri T.M. Thabet, Ava Sh. Rafeeq, Mohammad Esmael Samei, Imed Kedim, Miguel Vivas-Cortez

“…These examples not only help demonstrate the effectiveness of our approach but also highlight the relevance of the results in addressing real-world scenarios where fractional dynamics are pertinent.…”
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JAK2 V617F as a Marker for Long-Term Disease Progression and Mortality in Polycythemia Vera and its Role in Economic Modeling by Jonas Hjelmgren, Kristoffer Nilsson, Gunnar Birgegård

“…Improved model predictions of DP and mortality based on the longitudinal evolution of JAK2 could be derived from real-world data sources. Such data are currently scarce and future observational studies should be designed to capture the long-term impact of JAK2 on DP and mortality in PV. …”
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Fault Detection and Diagnosis in Industry 4.0: A Review on Challenges and Opportunities by Denis Leite, Emmanuel Andrade, Diego Rativa, Alexandre M. A. Maciel

“…Subsequent studies must emphasize comprehensive comparative evaluations, reducing reliance on specialized expertise, documenting real-world outcomes, addressing data challenges, and bolstering real-time capabilities and integration. …”
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Object-to-Manipulation Graph for Affordance Navigation by Xinhang Song, Bohan Wang, Liye Dong, Gongwei Chen, Xinyun Hu, Shuqiang Jiang

“…Object navigation, whose goal is to let the agent to reach some places (or objects), has been a popular topic in embodied Artificial Intelligence (AI) researches. However, in our real-world applications, it is more practical to find the targets with particular goals, raising the new requirements of finding the places to achieve the particular functions. …”
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