Theoretical Knowledge as a Bridge to Technological Integration: Empowering Educators with Virtual Worlds for Effective Teaching by Christian Jonathan Angel Rueda, Urith N Ramirez-Mera

“…The study highlights the importance of structured, supportive training that combines theoretical and practical elements. …”
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A Reinforcement Learning-based Intelligent Learning Method for Anti-active Jamming in Frequency Agility Radar by J. Wei, L. Yu, Y. Wei, R. Xu

“…We introduce an inter-pulse carrier-frequency hopping combined with intra-pulse sub-frequency coding (IPCFH-IPSFC) signal model to address time-domain discontinuities caused by active jamming, enabling effective mutual masking of pulses through agile waveform parameters. …”
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Exploring gender differences in empathy development among medical students: a qualitative analysis of reflections on juvenile correctional school visits by Hsiang-Chin Hsu, Tzu-Ching Sung

“…Reflexivity measures and rigorous coding processes were implemented to ensure credibility and minimize bias in data interpretation. …”
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Introducing the DREAMS Project: DaRk mattEr and Astrophysics with Machine Learning and Simulations by Jonah C. Rose, Paul Torrey, Francisco Villaescusa-Navarro, Mariangela Lisanti, Tri Nguyen, Sandip Roy, Kassidy E. Kollmann, Mark Vogelsberger, Francis-Yan Cyr-Racine, Mikhail V. Medvedev, Shy Genel, Daniel Anglés-Alcázar, Nitya Kallivayalil, Bonny Y. Wang, Belén Costanza, Stephanie O’Neil, Cian Roche, Soumyodipta Karmakar, Alex M. Garcia, Ryan Low, Shurui Lin, Olivia Mostow, Akaxia Cruz, Andrea Caputo, Arya Farahi, Julian B. Muñoz, Lina Necib, Romain Teyssier, Julianne J. Dalcanton, David Spergel

“…Such extensive simulation suites can provide adequate training sets for machine-learning-based analyses. …”
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Notice of Violation of IEEE Publication Principles: VVC/H.266 Intra Mode QTMT Based CU Partition Using CNN by Sameena Javaid, Safdar Rizvi, Muhammad Talha Ubaid, Abdullah Tariq

“…The latest standard for video coding is versatile video coding (VVC) / H.266 which is developed by the joint video exploration team (JVET). …”
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Environmental Risk Mitigation via Deep Learning Modeling of Compressive Strength in Green Concrete Incorporating Incinerator Ash by Amin Amraee, Seyed Azim Hosseini, Farshid Farokhizadeh, Mohammad Hassan Haeri

“…After evaluating the efficiency and structure of the deep learning model through MATLAB coding, the focus shifted to analyzing the sensitivity of the input parameters on the output parameter using MATLAB for coding, training, and evaluation. …”
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"It's his cheerfulness that gives me hope": A qualitative analysis of access to pediatric cancer care in Northern Tanzania. by Madeline Metcalf, Happiness D Kajoka, Esther Majaliwa, Anna Tupetz, Catherine A Staton, João Ricardo Vissoci, Pamela Espinoza, Cesia Cotache-Condor, Henry E Rice, Blandina T Mmbaga, Emily R Smith

“…Analysis utilized inductive and deductive coding approaches to identify dominant themes and sub-themes impacting access to pediatric oncology care. …”
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An Exploratory Investigation into the Roles of Critical Care Response Teams in End-of-Life Care by Adrienne Kwong, Stephanie Chenail, Aimee Sarti, Laura H. Thompson, Marlena Dang Nguyen, Kwadwo Kyeremanteng, Michael Hartwick

“…Twelve registered nurses (RNs) and four respiratory therapists (RTs) took part in focus groups, and one-on-one interviews were conducted with six critical care physicians. Thematic coding using a modified constructivist grounded theory approach was used to identify emerging themes through an iterative process involving a four-member coding team. …”
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Emergency Medicine Residency Website Wellness Pages: A Content Analysis by Alexandra Sappington, Brian Milman

“…Codes were revised iteratively to consensus and organized into themes. …”
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Adaptive spatial-channel feature fusion and self-calibrated convolution for early maize seedlings counting in UAV images by Zhenyuan Sun, Zhenyuan Sun, Zhenyuan Sun, Zhi Yang, Zhi Yang, Yimin Ding, Yimin Ding, Boyan Sun, Boyan Sun, Saiju Li, Saiju Li, Zhen Guo, Zhen Guo, Lei Zhu, Lei Zhu

“…Additionally, transfer learning was employed to integrate pre-trained weights with RSCconv, facilitating faster convergence and improved accuracy. …”
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A Hybrid Deep Learning–Based Approach for Visual Field Test Forecasting by Ashkan Abbasi, PhD, Sowjanya Gowrisankaran, PhD, Wei-Chun Lin, MD, PhD, Xubo Song, PhD, Bhavna Josephine Antony, PhD, Gadi Wollstein, MD, Joel S. Schuman, MD, Hiroshi Ishikawa, MD

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Design Preferences, Routines, and Well-Being of Older Adults Using Voice-Guided Digital Mindfulness: Qualitative Interview Study by Lucy McCarren, Sanna Kuoppamäki

“…These codes were thematized to group the codes together, resulting in 7 subthemes. …”
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ML Auditing and Reproducibility: Applying a Core Criteria Catalog to an Early Sepsis Onset Detection System by Markus Schwarz, Ludwig Christian Hinske, Ulrich Mansmann, Fady Albashiti

“…However, certain steps of the reproduction study proved to be challenging due to necessary code changes and dependencies on package versions and the runtime environment. …”
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Investigating the barriers to air medical services in accidents and disasters in Iran and suggesting solutions: a qualitative study by Mahmoudreza Peyravi, Milad Ahmadi Marzaleh, Mahmoud Hatami, Mostafa Bijani, Payam Shojaei

“…Results Analysis of the qualitative data resulted in extraction of 84 codes, which were classified into 13 subcategories and eventually into four themes, namely planning, management of resources, updating procedures, and empowerment of human resources. …”
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Advancing Gas-cooled Fast Reactor Technology: Outcomes of the Euratom SafeG Project on ALLEGRO Research and Development by Kvizda Boris, Bebjak Slavomír, Mayer Gusztáv, Vácha Petr, Melichar Tomáš, Ding Congjin

“…The key outcomes of the SafeG Project include advancements in core safety (WP1), innovative materials (WP2), passive safety systems (WP3), standardization and codes (WP4), and education and training activities (WP5). …”
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Psitrum: An open source simulator for universal quantum computers by Mohammed Alghadeer, Eid Aldawsari, Raja Selvarajan, Khaled Alutaibi, Sabre Kais, Fahhad H. Alharbi

“…Psitrum software and source codes are fully available at GitHub.…”
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Vehicle Recognition and Driving Information Detection with UAV Video Based on Improved YOLOv5-DeepSORT Algorithm by Binshuang Zheng, Jing Zhou, Zhengqiang Hong, Junyao Tang, Xiaoming Huang

“…The loss function also stabilized at a very low level after 70 training epochs. Then, the trained YOLOv5 is used to replace the Faster R-CNN detector in the DeepSORT algorithm to improve the detection accuracy and speed and extract the vehicle driving information from the perspective of UAV. …”
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The Lay knowledge regarding the prevention of complications related to childbirth: Perceptions of Congolese pregnant women by Claudine Tshiama, Gédéon Bongo, Oscar Nsutier, Mukandu Basua Babintu

“…We interviewed seven women on the phenomenon of lay knowledge practice in the prevention of maternal difficulties and analyzed the data using thematic coding. We provided a consent form to the participants and were careful not to include identifying information. …”
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Intelligent careers and human resource management practices: qualitative insights from the public sector in a clientelistic culture by Maria Mouratidou, Mirit K. Grabarski, William E. Donald

“…The interview recordings were subsequently transcribed and coded via a blend of inductive and deductive approaches. …”
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Experiences of dental students in virtual education: A qualitative study by Neda Yasamineh, Mina Hosseinzadeh, Reza Ghaffari, Seyed Gholamreza Noorazar, Katayoun Katebi, Mohammad Said Khodayi

“…From the perspective of students, the disadvantages of virtual education were categorized into 10 sub-themes such as infrastructure problems and low interaction, and its advantages were categorized into 5 basic concepts such as ease of access to faculty and students and flexibility in training time. 145 open codes were primarily extracted from interviews. …”
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