Preliminary application of a cervical vertebra segmentation method based on Transformer and diffusion model for lateral cephalometric radiographs in orthodontic clinical practice by LIU Yang, WU Mengyi, HU Yao, QI Kun, WANG Yubin, ZHAO Yue, SONG Jinlin

“…First, the images were preprocessed to crop out the cervical vertebra region of interest, and all data were randomly divided into a training set (79.6%) and a test set (20.4%). …”
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Spatial–Frequency Fusion Network With Learnable Fractional Fourier Transform for Remote Sensing Imaging Enhancement by Wenyu Xu, Maohan Liang, Yuxu Lu, Ruobin Gao, Dong Yang

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Unlocking the Potential of Artificial Intelligence in Pharma Research and Development: Insights from Investor and Researcher Perspectives by Iakovos Kritikos, Andreas Sarantopoulos, Anastasios Roumeliotis, Julia Vasiliades, Ioannis Matsinas

“…Via a structured explanatory research design, the study applies a quantitative methodology based on survey data collected from researchers, investors, and pharmaceutical executives across the USA and United Kingdom. …”
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Effect of synchronous remote-based interventions on suicidal behaviours: protocol for a systematic review and meta-analysis by Josep-Maria Losilla, Juan P Sanabria-Mazo, Antoni Sanz, Laura Comendador, María Paola Jiménez-Villamizar, Corel Mateo-Canedo, Ana Isabel Cebrià, Diego J Palao

“…Two reviewers will independently conduct study screening, selection process, data extraction and risk of bias assessment. …”
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Understanding knowledge and media influence on people with hepatitis B in Senegal: a mixed-methods study by Séverine Carillon, Ibrahima Gueye, Moussa Seydi, Boubacar Coulibaly, Gilles Wandeler, Khaly Diaw, Aissatou Niang, Aminata Diallo, Albert Gautier Ndione, Mariama Diédhiou, Judicaël Malick Tine, Amady Ndiaye, Louise Fortes, Ndèye Fatou Ngom, Adrià Ramírez Mena, Oumy Camara, Astou Diop, Boly Niang, Bintou Fall, Bruce Wembulua, Kevine Tiogouo, Marianne Berthé, Ndeye Maguette Fall, Adrià Ramírez Mena, Judicaël Tine, Aboubakar Sidikh Badiane, Fatima Sall, Daye Ka, Ahmadou Mboup, Alassane Ndiaye, Abibatou Diaw, Assietou Gaye, Betty Fall, Houleye Saou, Ababacar Niang, Bessoum Sy, Sadio Ba, Astou Diagne, Mamadou Gueye, Kiné Ndiaye, Ndeye Fatou Nguirane, Mbaye Thiam, Ibrahima Niang, Joseph Diouf, Ndoye Diop, Khady Ndaw, Khady Ghassama, Khadim Faye, Fatou Diop, Marie Massaly, Aminata Ndoye Badji, Melissa Sandrine Pandi, Hubert Akotia, Bineta Seck Fall, Ousseynou Ndiaye, Marie-Joseph Dieme, Abdoulaye Keita

“…Data on readers’ comments spaces were extracted using an inductive approach and were processed using thematic analyses. …”
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Quantized Feedback Control of Active Suspension Systems Based on Event Trigger by Jinwei Sun, Jingyu Cong, Weihua Zhao, Yonghui Zhang

“…As the deviation error will accumulate during the data acquisition and transcoding process of an active suspension system, this paper presents a sliding-mode-based quantized feedback control method. …”
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Students’ Perception of Using Quizizz as an Assessment Tool by the Third Year English Department Students of Universitas Riau by Nurul Isnaini, Eliwarti, Rumiri Rotua Aruan

“…One of the online applications used by lecturers in carrying out the learning process is Quizizz. Quizizz is a game-based education platform which has interesting features, so it can increase student motivation in the learning process. …”
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Educational Robotics and Preservice Teachers: STEM Problem-Solving Skills and Self-Efficacy to Teach by Kamini Jaipal-Jamani

“…Quantitative findings were statistically significant for preservice teachers’ self-efficacy to teach with educational robotics (large effect size) and for problem-solving competencies (small effect size). …”
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Enhancing Science Learning: The Role of Educational Games in Elementary Classrooms by Ida Puspita Sari, Rohmani

“…Researchers collected journal articles from Google Scholar, Research Gate, SINTA, and Web of Science in the time span from 2019 to 2023. The data analysis technique used is quantitative descriptive obtained from 10 review articles that are in accordance with the research study. …”
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Using AHP to prioritize flood mitigation measures in urban areas by Nugraha Nur Budi, Puspaningrum Alifia, Santosa Yaqutina Marjani

“…The developed system successfully combines spatial data, flood risk analysis, and AHP-based decision-making processes, providing a structured approach to flood management in urban contexts. …”
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Influencing Factors of Continuous Intention to Use E-learning System of Undergraduates in Guangxi, China: The Mediating Role of Perceived Ease of Use and Perceived Usefulness by Shen Yan, Liow Guat Eng, Lim Chui Seong

“…It employes a quantitative research approach to analyze the data from 662 undergraduates using structural equation modeling. …”
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Feature Selection Using a Genetic Algorithms and Fuzzy logic in Anti-Human Immunodeficiency Virus Prediction for Drug Discovery by Houda Labjar, Mohammad Al-Sarem, Mohamed Kissi

“…The proposed approach has been implemented and tested using a data set with experimental value anti-human immunodeficiency virus (HIV) molecules. …”
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3-DIMENSIONS OF INTERACTIVE MULTIMEDIA VALIDITY TO INCREASE VISUAL-SPATIAL INTELLIGENCE IN MOLECULAR GEOMETRY by Abdul Aziz Tamami, Kusumawati Dwiningsih

“…The construct validity was determined by software techniques and visual communication. Validation result data was used quantitative descriptive analysis. …”
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Generative Design of Housing Spatial Layout Based on Rectangular Spaces by Javid Ahmadi, Seyyed Mehdi Maddahi, Reza Mirzaei

“…The generative spatial layout design process can generate and optimize a wide range of design responses by complying with all desired requirements and criteria and evaluating them based on one or more specific functions. …”
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Sociolinguistic Conditionality of Yakut Language Functioning in Field of School Education: Origins of Incipient Crisis by N. I. Ivanova, V. N. Nikitina, A. G. Filippova

“…The results of a sociolinguistic analysis of factors that reduce the language competence of Sakha schoolchildren in a broad extralinguistic context based on field data representing the quantitative and qualitative characteristics of the research object is presented in the article. …”
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Convolutional Neural Networks for Automatic Identification of Individuals at Terrestrial Terminals by Darwin Yarango-Farro, Alex Mondragon-Fernandez, Heber I. Mejia-Cabrera, Juan Arcila-Diaz

“…Extracted features and data were stored in a MySQL database. To optimize the search process during real-time identification, the embeddings were transferred to FAISS, a library optimized for similarity search in large-scale datasets. …”
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Safety and performance of oropharyngeal muscle strength training in the treatment of post-stroke dysphagia during oral feeding: protocol for a systematic review and meta-analysis by Xin Wang, Ying Wang, Fenghua Zhou, Minxing Gao, Lingyuan Xu, Heying Wang, Jinan Song, Xiaoqiu Yang

“…Next, quantitative or qualitative, subgroup and sensitivity analyses of the included literature data will be performed as appropriate.Ethics and dissemination Ethical approval is not required for this systematic review as no primary data collection will be required. …”
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Integrated Hyperparameter Optimization with Dimensionality Reduction and Clustering for Radiomics: A Bootstrapped Approach by S. J. Pawan, Matthew Muellner, Xiaomeng Lei, Mihir Desai, Bino Varghese, Vinay Duddalwar, Steven Y. Cen

“…Radiomics involves extracting quantitative features from medical images, resulting in high-dimensional data. …”
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A clinical reasoning skills development plan for coronary care nurse: an action research by Touba Hossein Zadeh, Kian Norouzi Tabrizi, Masoud Fallahi-Khoshknab, HamidReza Khankeh, Forozan Shokooh

“…The results of the plan were provided to participants and strategies for improving the plan were determined. Quantitative outcome assessment was performed using the Nurses’ Clinical Reasoning Skills Checklist and the Nurses’ Clinical Reasoning Scale and data were analyzed through the Wilcoxon’s test. …”
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Taming a Diffusion Model to Revitalize Remote Sensing Image Super-Resolution by Chao Zhu, Yong Liu, Shan Huang, Fei Wang

“…Second, it incorporates low-rank adaptation into the diffusion UNet and multi-stage training process to address the domain gap caused by differences in data distributions. …”
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