Opportunity, Challenges and Approaches of Multivariate Diversity Analysis for Quantitative Traits of Pulse Crops: A Review by Nuru Seid TEHULIE, Fikru MEKONNEN, Agegnehu MEKONNEN, Ahmed HASSEN, Semira EBRAHIM, Solomon ABEBE

“…By incorporating additional variables, methods like cross-tabulation, partial correlation, and multiple regression can clarify the nature of associations. …”
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Associations between indicators of lipid and glucose metabolism and hypothyroidism by Xinyi Huang, Hengzheng Cheng, Shuting Wang, Laifu Deng, Jiaxiu Li, An Qin, Chunqiang Chu, Xiao Liu

“…This research aimed to elucidate the relationships between indicators of lipid and glucose metabolism and hypothyroidism and to assess the value of metabolic indicators for hypothyroidism. Methods Prevalence surveys were conducted utilizing information from 3254 NHANES individuals who passed screening between 2007 and 2012. …”
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Bibliometric analysis of tumor marker application in gastric cancer diagnosis from 2019 to 2024 by Zhanat Komekbay, Reza Shirazi, Gulnaz Yessultanova, Alisher Garifollin, Anar Tulyayeva, Nurgul Kereyeva, Saule Akhmetova, Abdiraman Kaliev

“…Early detection and accurate prognosis are crucial for effective management, yet current diagnostic methods, including tumor markers, often exhibit less sensitivity. …”
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Revolutionizing Training in Continuing Engineering Education: An Experimental Proposal Using the Multi-Sensory Virtual Decision-Making Center by Jose Daniel Azofeifa, Valentina Rueda-Castro, Luis Jose Gonzalez-Gomez, Julieta Noguez, Patricia Caratozzolo

“…In the context of Industry 4.0, engineering education is evolving rapidly, requiring new approaches to continuing engineering education (CEE). Traditional methods struggle to meet the demands of professionals looking to update their skills. …”
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Carboxyl-containing quinazolines and related heterocycles as carriers of anti-inflammatory activity by N. I. Krasovska, V V. Stavytskyi, I. S. Nosulenko, O. Yu. Voskoboinik, S. I. Kovalenko

“…The aim of present study is to purposefully search for anti-inflammatory agents among carboxyl-containing quinazolines and related heterocycles using in silico and in vivo methods, as well as to evaluate carboxylic group effect on the level of anti-inflammatory activity. …”
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Ultrasound in Adhesive Capsulitis: A Narrative Exploration from Static Imaging to Contrast-Enhanced, Dynamic and Sonoelastographic Insights by Wei-Ting Wu, Ke-Vin Chang, Kamal Mezian, Vincenzo Ricci, Consuelo B. Gonzalez-Suarez, Levent Özçakar

“…Despite these advantages, the clinical utility of ultrasound remains subject to operator expertise and technical variability. Limited visualization of intra-articular structures and the absence of standardized scanning protocols continue to pose challenges. …”
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Cybersecurity Framework: Addressing Resiliency in Welsh SMEs for Digital Transformation and Industry 5.0 by Nisha Rawindaran, Ambikesh Jayal, Edmond Prakash

“…Advanced analytical techniques, including regression testing, Principal Component Analysis (PCA), and data visualization, were employed to uncover key insights and patterns. …”
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Identification of NAPL Contamination Occurrence States in Low-Permeability Sites Using UNet Segmentation and Electrical Resistivity Tomography by Mengwen Gao, Yu Xiao, Xiaolei Zhang

“…Experimental results demonstrate that the model achieves a mean Intersection over Union (mIoU) of 86.58%, an accuracy (Acc) of 99.42%, a precision (Pre) of 75.72%, a recall (Rec) of 76.80%, and an F1 score (f1) of 76.23%, effectively overcoming the noise interference in electrical anomaly interpretation through conventional geophysical methods in low-permeability clay, while outperforming DeepLabV3, DeepLabV3+, PSPNet, and LinkNet models. …”
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Unveiling construction accident causation: a scientometric analysis and qualitative review of research trends by Haoyu Zang, Ming Li, Zhiyao Jin, Jingfei Huang

“…VOSviewer was used for bibliometric visualization to map research trends, co-authorship networks, and keyword co-occurrences. …”
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Global research landscape of antiangiogenic therapy for colorectal cancer: a bibliometric analysis of mechanistic insights and clinical advancements by Ke-Qiang Hou, Jia-Ming Wu, Jie Chen

“…This study uses bibliometric analysis to link mechanistic insights, such as VEGF splicing variants, with clinical developments, identify global collaboration trends, and propose strategies to reduce resistance and toxicity in treatments.MethodsThis study were used to search the Web of Science databases Core Collection. …”
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Efficiently Learning an Encoder That Classifies Token Replacements and Masked Permuted Network-Based BIGRU Attention Classifier for Enhancing Sentiment Classification of Scientific... by Muhammad Inaam Ul Haq, Khalid Mahmood, Qianmu Li, Ashok Kumar Das, Sachin Shetty, Majid Hussain

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The Design of a Mobile Sensing Framework for Road Surfaces Based on Multi-Modal Sensors by Haiyang Lyu, Yu Huang, Jianchun Hua, Wenmei Li, Tianju Wu, Hanru Zhang, Wangta Ma

“…The framework leverages advanced sensor technologies and server-based computational methods and offers a user-friendly web interface for the dynamic visualization and interactive exploration of road surface conditions. …”
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Develop and validate a machine learning model to predict the risk of persistent pain after percutaneous transforaminal endoscopic discectomy by Jun Yuan, Jun Fu

“…This study aims to utilize machine learning models to predict persistent pain, identify key influencing factors, and construct a risk model to assess the likelihood of persistent pain.MethodsWe first compared baseline characteristics and pathological indicators between patients who developed persistent pain and those who did not after PTED. …”
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“Evaluation of hepatobiliary disorders using magnetic resonance cholangiopancreatography in a low-resource setting in Kano, Nigeria: a retrospective study” by Nuraddeen Mukhtar Rabiu, Abbas Rabiu Muhammad, Ahmad Bashir Umar, Sambo-Donga Donzomga, Ibrahim Umar Garzali, Suwaid Mohammed Abba, Anas Ismail

“…Abstract Background Biliary disorders are a major health concern in Nigeria, where magnetic resonance cholangiopancreatography (MRCP), a non-invasive imaging tool offering effective duct visualization without radiation, is emerging as a key diagnostic modality. …”
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Bibliometric analysis of mucosal immunity in IgA nephropathy from 1990 to 2022 by Xian Chen, Zhe Yan, Qing Pan, Chunxia Zhang, Yakun Chen, Xuzhi Liang, Shaomei Li, Gang Wu

“…Abstract Objective The study aimed to conduct a bibliometric analysis of mucosal immunity in IgA nephropathy (IgAN) and indicate its current status, hot sopts, and direction of future studies. Methods The literature data was collected from the Web of Science Core Collection. …”
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Possibilities of elastography for assessing the stiffness of post-traumatic scars in the process of complex treatment by Kristina S. Iurchenko, Natalia A. Shanina, Alexander V. Patrushev, Denis V. Kovlen, Alexey V. Samtsov

“…Methods. A prospective open clinical study was conducted between December 2023 and May 2024. …”
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Multivariate prognosis of non-alcoholic fatty liver disease development in visceral obesity in patients with coronary artery disease and hypertension by I. V. Logacheva, T. A. Ryazanova, S. B. Ponomarev, V. R. Makarova

“…To create a model for non-alcoholic fatty liver disease (NAFLD) development at the steatosis stage in visceral obesity in patients with coronary artery disease (CAD) and hypertension (HTN).Material and methods. The study included male patients with coronary artery disease, stable angina and hypertension: experimental group — 75 patients, control group — 38 patients. …”
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Radiotherapy improves survival in HER2-positive breast cancer with lung metastases: a retrospective study with artificial intelligence-based prognostic modeling by Tengfei Ren, Xiangkun Wang, Shengyuan Luo, Shengyuan Luo, Shanbao Ke

“…While systemic therapies have improved outcomes, the role of radiotherapy (RT) in the management of lung metastases remains uncertain.MethodsThis retrospective study analyzed 248 HER2-positive breast cancer patients with lung metastases treated at two institutions between 2006 and 2021. …”
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Progress and Frontiers of Research on Dexmedetomidine in Perioperative Medicine: A Bibliometric Analysis by Zheng T, Pei Z, Huang X

“…VOSviewer and Citespace software were used for bibliometric analysis and data visualization.Results: A total of 1652 suitable publications were extracted from the database for analysis, including 1,497 articles and 155 reviews. …”
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Alician Blue Staining in Histological Assessment of Acid Mucopolysaccharides in Salivary Gland Tumors: A Diagnostic Perspective by Amit Kumar Srivastava, Aishwarya Srivastava, Ruchi Jain, Swati Shrivastava, Sourabh Shrivastava, Divya Sinha

“…Materials and Methods: A total of 60 salivary gland tumor samples were analyzed, including 30 benign (e.g., pleomorphic adenoma) and 30 malignant (e.g., mucoepidermoid carcinoma, adenoid cystic carcinoma) cases. …”
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