A Systematic Review on the Use of Big Data in Tourism by Jafar Ahangaran, Abbas Sadeghnia

“…To provide an overview of published works in tourism, we used the systematic mapping study method. Articles were assessed based on various factors, including research topic, conceptual and theoretical descriptions, data sources, data types and sizes, data collection methods, data analysis techniques, and reporting and visualization methods. …”
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Risk factors for long-term urination and sexual function impairment following laparoscopic resection of presacral lesions by Chen Lin, Zi-Yan Wang, Pei-Pei Wang, Kai-Wen Xu, Jiao-Lin Zhou, Hui-Zhong Qiu, Bin Wu

“…Methods: We conducted a retrospective review of female patients who underwent laparoscopic resection of presacral cysts between August 2012 and May 2020. …”
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Integrated analyses and a novel nomogram for the prediction of significant fibrosis in patients by Mengxin Lu, Shuai Tao, Xinyan Li, Qunling Yang, Cong Du, Weijia Lin, Shuangshuang Sun, Conglin Zhao, Neng Wang, Qiankun Hu, Yuxian Huang, Qiang Li, Yi Zhang, Liang Chen

“…Introduction and Objectives: This study aimed to explore the key genes involved in the pathophysiological process of liver fibrosis and develop a novel predictive model for noninvasive assessment of significant liver fibrosis patients. Patients and Methods: Differentially expressed genes (DEGs) were identified using the Limma package. …”
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DIAGNOSTIC VALUE OF ULTRASOUND COLOR DOPPLER MAPPING IN EARLY DETECTION OF BREAST CANCER by E. A. Busko, V. V. Semiglazov, A. V. Mishchenko, A. S. Shishova, V. O. Smirnova, E. V. Kostromina, A. V. Chernaya, A. S. Artemieva, P. V. Kryvorotko

“…The purpose of the study was to evaluate the diagnostic value of cDM in determining the type of vascularization of malignant and benign breast tumors, as well as to detect their statistically significant Doppler characteristics by comparing with histological findings. material and methods. From 2017 to 2019, a total of 277 women with complaints of breast lump or pain underwent ultrasound examination using cDM. …”
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A dual-reporter LDLR system integrating fluorescence and luminescence for understanding LDLR regulation and facilitating drug discovery by Peng Jiao, Peng Jiao, Peng Jiao, Peng Jiao, Na Yang, Na Yang, Qianfeng Jia, Baozhen Fan, Ke Feng, Ke Feng, Jian Yu, Shengtian Zhao, Shengtian Zhao, Shengtian Zhao

“…The dual-reporter system allows real-time visualization of LDLR expression via EGFP fluorescence and quantitative assessment through secreted Gluc activity. …”
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Diagnostic potential of salivary microbiota in persistent pulmonary nodules: identifying biomarkers and functional pathways using 16S rRNA sequencing and machine learning by Xiao Zeng, Qiong Ma, Chun-Xia Huang, Jun-Jie Xiao, Xi Fu, Yi-Feng Ren, Yu-Li Qu, Hong-Xia Xiang, Mao Lei, Ru-Yi Zheng, Yang Zhong, Ping Xiao, Xiang Zhuang, Feng-Ming You, Jia-Wei He

“…Abstract Background The aim of this study was to explore the microbial variations and biomarkers in the oral environment of patients with persistent pulmonary nodules (pPNs) and to reveal the potential biological functions of the salivary microbiota in pPNs. Materials and methods This study included a total of 483 participants (141 healthy controls and 342 patients with pPNs) from June 2022 and January 2024. …”
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Ensemble learning to predict short birth interval among reproductive-age women in Ethiopia: evidence from EDHS 2016–2019 by Jenberu Mekurianew Kelkay, Deje Sendek Anteneh, Henok Dessie Wubneh, Abraham Dessie Gessesse, Gebeyehu Fassil Gebeyehu, Kalkidan Kassahun Aweke, Mikiyas Birhanu Ejigu, Mathias Amare Sendeku, Kirubel Adrissie Barkneh, Hasset Girma Demissie, Wubshet D. Negash, Birku Getie Mihret

“…The dataset was then imported into a Jupyter notebook for further detailed analysis and visualization. An ensemble Machin learning algorithm using different classification models were implemented. …”
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Improving diabetic retinopathy screening using artificial intelligence: design, evaluation and before-and-after study of a custom development by Imanol Pinto, Álvaro Olazarán, David Jurío, Borja De la Osa, Miguel Sainz, Aritz Oscoz, Jerónimo Ballaz, Javier Gorricho, Javier Gorricho, Mikel Galar, Mikel Galar, José Andonegui, José Andonegui

“…At the University Hospital of Navarre (HUN), Spain, general practitioners (GPs) grade fundus images in an ongoing DR screening program, referring to a second screening level (ophthalmologist) target patients.MethodsAfter collecting their requirements, HUN decided to develop a custom AI tool, called NaIA-RD, to assist their GPs in DR screening. …”
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Network analysis of depressive symptoms, cognitive functioning, and life satisfaction among healthcare workers by Xiumei Hou, Yan Wang, Yang Wu, Qinge Shen, Ping Liu, Yunshuai Xu, Jicheng Dong, Yaping Wang, Yaping Wang, Min Chen, Min Chen, Jian Cui

“…This study used network analysis to explore the associations between depression, cognitive symptoms, and LS in healthcare workers.MethodsA total of 655 healthcare workers were assessed using the Patient Health Questionnaire (PHQ-9), the Perceived Deficits Questionnaire-Depression (PDQ-D), and the Quality of Life Enjoyment and Satisfaction Questionnaire-Short Form (Q-LES-Q-SF). …”
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Establishing an intraoperative, mobile CBCT-based workflow for gynecologic brachytherapy: primary experience and benefit assessment by Andre Karius, Andre Karius, Vratislav Strnad, Vratislav Strnad, Christoph Bert, Christoph Bert, Rainer Fietkau, Rainer Fietkau, Ricarda Merten, Ricarda Merten, Claudia Schweizer, Claudia Schweizer

“…Image quality was assessed by considering the applicator visualization and contrast–noise ratio (CNR) between tissues. …”
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Nursing Students' Perspectives on Integrating Artificial Intelligence Into Clinical Practice and Training: A Qualitative Descriptive Study by Moustaq Karim Khan Rony, Sumon Ahmad, Dipak Chandra Das, Sabren Mukta Tanha, Tuli Rani Deb, Mosammat Ruma Akter, Mst. Amena Khatun, Md Ibrahim Khalil, Umme Rabeya Peu, Mst. Rina Parvin, Daifallah M. Alrazeeni, Fazila Akter

“…Credibility was ensured through member checking, dependability via an audit trail, and confirmability through peer debriefing. Data visualization tools were used to map thematic relationships effectively. …”
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OBSCN undergoes extensive alternative splicing during human cardiac and skeletal muscle development by Ali Oghabian, Per Harald Jonson, Swethaa Natraj Gayathri, Mridul Johari, Ella Nippala, David Gomez Andres, Francina Munell, Jessica Camacho Soriano, Maria Angeles Sanchez Duran, Juha Sinisalo, Heli Tolppanen, Johanna Tolva, Peter Hackman, Marco Savarese, Bjarne Udd

“…OBSCN undergoes extensive and complex alternative splicing, which is the main reason that its splicing regulation associated with skeletal and cardiac muscle development has not previously been thoroughly studied. Methods We analyzed RNA-Seq data from skeletal and cardiac muscles extracted from 44 postnatal individuals and six fetuses. …”
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Scalable AI-driven air quality forecasting and classification for public health applications by Mohammad Wasil Jalali, Bahir Saidi, Habibullah Farahmand, Mohammad Aref Rezvan Panah, Eda Nur Saruhan

“…A Django-based API and user-friendly dashboards were developed for real-time deployment and visualization. Results The TSMixer model stood out in regression tasks, achieving a high R² score of 0.9861 and a low mean squared error (MSE) of 0.0278. …”
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Versatile clinical application of radial artery perforator flap for hand and wrist reconstruction by Jovanović Mladen, Nikolić Jelena, Komarčević Aleksandar, Mijatović-Jovanović Vesna, Stojičić Milan, Bjelan Sveto

“…Tourniquet-induced exsanguination was used during surgery for better visualization. The flaps were elevated and placed at the site of the defect. …”
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Modern Trends in the Digitalization of Higher Physical Education in China by Chen RUI

“…These technologies are particularly valuable for teaching complex movements and skills that require visualization and practice in a risk-free setting. For example, VR applications used in teaching sports like skiing allow students to experience and understand movements virtually before attempting them physically. …”
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One size doesn’t fit all: regional dynamics in pediatric emergency visits during the SARS-CoV-2 pandemic by Michelle Seiler, Gregory Biland, Oliver Gruebner, Oliver Gruebner, Sergio Manzano, Gianluca Gualco, Marc Sidler, Ursula Laasner, Julia Dratva, Julia Dratva, Michael von Rhein

“…This study aimed to analyze changes in pediatric ED catchment areas over time across three Swiss centers and explore implications for future healthcare crises.MethodsWe conducted a retrospective, longitudinal cohort study at three tertiary pediatric EDs in Zurich, Bellinzona, and Geneva, covering different language regions. …”
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Harnessing artificial intelligence to revolutionize vocational education: Emerging trends, challenges, and contributions to SDGs 2030 by Febri Prasetya, Aprilla Fortuna, Agariadne Dwinggo Samala, Dinda Khaira Latifa, Welli Andriani, Utari Akhir Gusti, Muhammad Raihan, Santiago Criollo-C, Deniz Kaya, Juan Luis Cabanillas García

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Global, Regional and National Burden of Low Back Pain in Adolescents Aged 10–19 years, 1990–2021: A Systematic Analysis of the Global Burden of Disease Study 20... by Wang S, Zhang S, Li M, Chen S, Chen Y, Song Y, Zhang X

“…Data analysis and visualization were performed using the R software (version 4.2.2).Results: In 2021, global 10– 19 years old had 38,476,826 (95% UI, 29,229,615– 49,665,830) incident LBP cases, 19,234,452 (95% UI, 14,487,990– 24,798,451) prevalent cases, and 4,205,995 (95% UI, 2,713,716– 5,947,074) total YLDs. …”
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Clinician Perspectives of a Magnetic Resonance Imaging–Based 3D Volumetric Analysis Tool for Neurofibromatosis Type 2–Related Schwannomatosis: Qualitative Pilot Study by Shelby T Desroches, Alice Huang, Rithvik Ghankot, Steven M Tommasini, Daniel H Wiznia, Frank D Buono

“…ObjectiveThe objective of the study was to survey and interview clinicians treating neurofibromatosis type 2–related schwannomatosis to understand their views on current 2D analysis and to gather insights for the design of an artificial intelligence–driven 3D volumetric analysis tool. MethodsInterviews examined for the following themes: (1) shortcomings of the currently used linear analysis, (2) utility of 3D visualizations, (3) features of an interactive 3D modeling software, and (4) lack of a gold standard to assess the accuracy of 3D volumetric analysis. …”
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Research hotspots and trends on NF-κB in cognitive impairment: a bibliometric analysis by Lin Bai, Lin Bai, Fangyuan Xu, Peijia Hu, Peijia Hu, Zhiqiang Shen, Zhiqiang Shen, Su Xingxing, Su Xingxing, Qingqing Wang, Qingqing Wang, Hongliang Cheng, Hongliang Cheng

“…However, no bibliometric analysis regarding the relationship between CI and NF-κB has been reported.MethodsA bibliometric analysis regarding NF-κB and CI from 1 January 2008 to 12 December 2023 was conducted in the Science Citation Index-Expanded of the Web of Science Core Collection. …”
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