The rising interest of primary cilia in central nervous system malignancies: A bibliometric and altmetric analysis revealing the growth of a field by Erin N. Walker, Maame Obeng, Christian Kaculini, Megan L. Springer, Zara Shamim, Desmond A. Brown

“…Bibliometric and altmetric analyses, data cleanup, and data visualization were conducted using InCites, Altmetric Explorer and VOSviewer. …”
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Next-Generation Computational Approaches for Biological Network Analysis by Hamza Ali Mari, Maham Taqi, Abrar Ahmed Rattar, Ahsan Jamal Memon, Muhammad Talha Nasir, Arleen Yousuf

“…Yet, incompleteness and noisiness of data, false positives and negatives, and scalability limitations of computational methods continue to pose problems. …”
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MODELS OF MAJOR ADVERSE CARDIAC EVENT RISK USING RESULTS OF EXERCISE STRESS ECHOCARDIOGRAPHY WITH NONINVASIVE CORONARY ARTERY FLOW ASSESSMENT IN PATIENTS WITH ISCHEMIC HEART DISEAS... by A. V. Zagatina, N. T. Zhuravskaya, S. A. Sayganov

“…Material and methods. Medical data of 689 patients with probable or definite IHD who underwent stress echocardiography with satisfactory visualization of the anterior interventricular artery (AIVA) were included in the analysis. …”
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Teaching Life Skills to Students with Disabilities in Physical Education: Publication Trend in the Last 51 Years by Razali Razali, Mansur Mansur, Jusuf Blegur, Berliana Berliana, Muhamad Ilham, Muhammad Nur Alif, Iis Sintiani, Mieke Souisa, Ade Evriansyah Lubis, Zuvyati Aryani Tlonaen

“…Future investigations can expand data collection platforms beyond Scopus, such as WoS, ERIC, DOAJ, and others, to gather more comprehensive data in discussing life skills teaching for students with disabilities in physical education. …”
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Artificial intelligence-based multi-expression programming prediction of magnetized radiative nanofluid flow between coaxial deformable tubes by Bilal Ahmed, Dong Liu, Bouthaina Dammak, Naeem Ullah, Afraz Hussain Majeed, Hafedh Mahmoud Zayani, Binjuan Zhao

“…Endoscopy is used to detect the inner diseases of body that are complex to detect from the ordinary visualization and outer tube shows the blood flow arteries. …”
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Clinical evaluation of semi-automatic open-source algorithmic software segmentation of the mandibular bone: Practical feasibility and assessment of a new course of action. by Jürgen Wallner, Kerstin Hochegger, Xiaojun Chen, Irene Mischak, Knut Reinbacher, Mauro Pau, Tomislav Zrnc, Katja Schwenzer-Zimmerer, Wolfgang Zemann, Dieter Schmalstieg, Jan Egger

“…Systematic comparisons to other segmentation approaches or with a greater data amount are areas of future works.…”
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Cloud-edge cooperative optimization scheduling strategy of metro integrated supervision and control system based on edge computing by Yang Wang, Shusong Yang, Wei Zhang, Jiandi Jiang, Zetian Bai, Haojie Yang, Hui Fang

“…Using edge-side monitoring data ubiquitous sensing, edge node data feature analysis, panoramic monitoring visualization technology, optimizing the existing MISCS operation mode, designing the operation optimization scheme of the ground body integrated monitoring system applying edge computing technology, and targeting the problem of the current metro integrated monitoring system covering a wide range of areas and having too many tasks, which leads to the system latency being too high, under the cloud-edge cooperative architecture, we propose a simulated annealing-based Simulated-annealing-based Adaptive Genetic Taboo Search Algorithm (SAGTSA) computational offloading strategy, which enables the scheduling tasks of the MISCS to adaptively adjust the offloading strategy of migrating to the edge nodes or cloud center. …”
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Differential Signaling Pathways Identified in Aqueous Humor, Anterior Capsule, and Crystalline Lens of Age-Related, Diabetic, and Post-Vitrectomy Cataract by Christina Karakosta, Martina Samiotaki, Anastasios Bisoukis, Konstantinos I. Bougioukas, George Panayotou, Dimitrios Papaconstantinou, Marilita M. Moschos

“…Statistical analysis and data visualization were conducted on Perseus software. …”
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Quantification of the Regional Properties of Gastric Motility Using Dynamic Magnetic Resonance Images by Saeed Hosseini, Recep Avci, Niranchan Paskaranandavadivel, Vinod Suresh, Leo K. Cheng

“…<italic>Conclusions</italic>: The results showed the effectiveness of the proposed method for visualization and quantification of motility patterns from MRI data.…”
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SCNN1A expression in triple-negative breast cancer: clinical implications for prognosis and neoadjuvant therapy response by Xin Jin, Yue Ge, Tongjun Sun, Yunfei Ma, Yan Zhao, Qiang Xie, Faxiang Yin, Ligong Zhang, Jun Qian

“…Core genes were selected through the Cytoscape visualization and support vector machine (SVM) feature selection. …”
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Targeting ferroptosis reveals a new strategy for breast cancer treatment: a bibliometric study by Junlin Liu, Rong Tang, Jie Zheng, Ke Luo

“…Objective This study aims to summarize the role of ferroptosis in the development of breast cancer and the latest research results on the ferroptosis-targeted treatment of breast cancer and to use bibliometric methods to draw a visual map to explore future research trends. Methods On May 11, 2024, this study updated the research progress related to ferroptosis and breast cancer over the past 11 years by retrieving data from January 1, 2014, to May 1, 2024, from the Web of Science database. …”
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A hybrid framework: singular value decomposition and kernel ridge regression optimized using mathematical-based fine-tuning for enhancing river water level forecasting by Iman Ahmadianfar, Aitazaz Ahsan Farooque, Mumtaz Ali, Mehdi Jamei, Mozhdeh Jamei, Zaher Mundher Yaseen

“…Statistical criteria and data visualization tools indicates that the L-SKRidge model has superior efficiency in both the Brook (achieving R = 0.970 and RMSE = 0.051) and Dunk (with R = 0.958 and RMSE = 0.039) Rivers, surpassing the performance of other hybrid and standalone frameworks. …”
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A global living systematic review and meta-analysis hub of emerging vaccines in pregnancy and childhood by Agustín Ciapponi, Ariel Bardach, Mabel Berrueta, Jamile Ballivian, Martin Brizuela, Julieta Caravario, Noelia Castellana, Daniel Comande, Esteban Couto, Agustina Mazzoni, Vanesa Ortega, Edward P. K. Parker, Juan M. Sambade, Salva Florencia, Juan Pablo Smutny, Katharina Stegelmann, Xu Xiong, Andy Stergachis, Flor M. Munoz, Pierre Buekens

“…We aim to continuously monitor and periodically update and disseminate high-quality data on vaccine safety, efficacy, effectiveness, and immunogenicity in pregnancy and childhood. …”
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Small Extracellular Vesicles from Human Fetal Dermal Cells and Their MicroRNA Cargo: KEGG Signaling Pathways Associated with Angiogenesis and Wound Healing by Cinzia Maria Chinnici, Giandomenico Amico, Alessia Gallo, Gioacchin Iannolo, Nicola Cuscino, Serena Vella, Claudia Carcione, David Nascari, Pier Giulio Conaldi

“…To validate the in silico data, EVs were also characterized for total protein contents. …”
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Quantitative analysis of literature on diagnostic biomarkers of Schizophrenia: revealing research hotspots and future prospects by Liuyin Jin, Linman Wu, Jing Zhang, Wenxin Jia, Han Zhou, Shulan Jiang, Pengju Jiang, Yingfang Li, Yang Li

“…Bibliometric tools, including CiteSpace, VOSviewer, and R package Bibliometrix, were utilized to perform data extraction, quantitative analysis, and visualization. …”
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Joint Entity–Relation Extraction for Knowledge Graph Construction in Marine Ranching Equipment by Du Chen, Zhiwu Gao, Sirui Li, Xuruixue Guo, Yaqi Wu, Haiyu Zhang, Delin Zhang

“…This study proposes the first knowledge graph (KG) framework tailored for marine ranching equipment, integrating hybrid ontology design, joint entity–relation extraction, and graph-based knowledge storage: (1) The limitations in existing KG are obtained through targeted questionnaires for diverse users and employees; (2) A domain ontology was constructed through a combination of the top-down and the bottom-up approach, defining seven key concepts and eight semantic relationships; (3) Semi-structured data from enterprises and standards, combined with unstructured data from the literature were systematically collected, cleaned via Scrapy and regular expression, and standardized into JSON format, forming a domain-specific corpus of 1456 annotated sentences; (4) A novel BERT-BiGRU-CRF model was developed, leveraging contextual embeddings from BERT, parameter-efficient sequence modeling via BiGRU (Bidirectional Gated Recurrent Unit), and label dependency optimization using CRF (Conditional Random Field). …”
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Angiotensin Converting Enzyme 2 (ACE2) G8790A Gene Polymorphism as a Risk Factor for Essential Hypertension by Nazaul Husna, Donny Nauphar, Tiar Masykuroh Pratamawati

“…The study population comprised adults aged 30 to 72 years. Data was obtained through the examination of blood pressure, DNA extraction, PCR-RFLP with ALUI restriction enzyme, and then visualization of the results with Gel Electrophoresis. …”
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Prevalence of Vertical Root Fractures in a University Endodontics Program versus a Private Endodontics Office by Berit Ek, Stefan Zweig, Ramon G. Roges, Yaara Berdan, Rafael A. Roges, Ayman Abulhamael, Abrar Kutbi, Alaa W. Alqutub, Osama S. Alothmani, Amna Y. Siddiqui

“…Data for suspected and confirmed prevalence were compared. …”
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Deep Learning-Based Instance Segmentation of Galloping High-Speed Railway Overhead Contact System Conductors in Video Images by Xiaotong Yao, Huayu Yuan, Shanpeng Zhao, Wei Tian, Dongzhao Han, Xiaoping Li, Feng Wang, Sihua Wang

“…This work expands upon the YOLO11-seg model and introduces an instance segmentation approach for galloping video and image sensor data of OCS conductors. The algorithm, designed for the stripe-like distribution of OCS conductors in the data, employs four-direction Sobel filters to extract edge features in horizontal, vertical, and diagonal orientations. …”
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Addressing persistent challenges in digital image analysis of cancer tissue: resources developed from a hackathon by Sandhya Prabhakaran, Clarence Yapp, Gregory J. Baker, Johanna Beyer, Young Hwan Chang, Allison L. Creason, Robert Krueger, Jeremy Muhlich, Nathan Heath Patterson, Kevin Sidak, Damir Sudar, Adam J. Taylor, Luke Ternes, Jakob Troidl, Xie Yubin, Artem Sokolov, Darren R. Tyson

“…The hackathon addressed key challenges in three areas: (1) cell type classification and assessment, (2) spatial data visualization and translation, and (3) scaling image analysis for large, multi‐terabyte datasets. …”
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