A Novel Comprehensive Framework for Detecting and Understanding Health-Related Misinformation by Halyna Padalko, Vasyl Chomko, Sergiy Yakovlev, Dmytro Chumachenko

“…The spread of health-related misinformation has become a significant global challenge, particularly during the COVID-19 pandemic. …”
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The role and prognostic value of PANoptosis-related genes in skin cutaneous melanoma by Huijing Feng, Linzi Jia, Yanan Ma, Pengmin Liu, Xiaoling Yang, Lina Hu, Kai Xu, Fan Yang, Dongfeng Zhang, Jian Li, Qi Mei, Fei Han

“…This study aims to develop a prognostic model for SKCM based on PANoptosis.MethodsSKCM - related datasets were retrieved from public databases. …”
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Obstacles to emergency medical consultation in cases of conflict-related sexual violence. by Denis Mukwege, Gilbert M Mugisho, Raha Maroyi

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Adaptive Video Anomaly Detection by Attention-Based Relational Knowledge Distillation by Burcak Asal, Ahmet Burak Can

“…In order to realize these concepts, we propose a unique attention mechanism with feature and relation based knowledge distillation methods. We adapted our knowledge distillation methods to two state-of-the-art models designed for anomaly detection task. …”
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A Study on the Topic-Sentiment Evolution and Diffusion in Time Series of Public Opinion Derived from Emergencies by Meng Cai, Han Luo, Ying Cui

“…Then, the ARIMA time series model was used to fit and predict the evolution and diffusion rules of topics and sentiments derived from public opinions on temporal networks. …”
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What Is My Plaza for? Implementing a Machine Learning Strategy for Public Events Prediction in the Urban Square by Jumana Hamdani, Pablo Antuña Molina, Lucía Leva Fuentes, Hesham Shawqy, Gabriella Rossi, David Andrés León

“…We acknowledge that the predictive capability of our model is constrained by a relatively small dataset, comprising 15 real plazas in Madrid augmented digitally to 2025 fictional scenarios through self-organising maps. …”
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Age-Related Changes in Corneal Deformation Dynamics Utilizing Scheimpflug Imaging. by Marta E Rogowska, D Robert Iskander

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Associations of neighborhood physical and crime environments with obesity-related outcomes in Jamaica. by Colette Cunningham-Myrie, Katherine P Theall, Novie Younger-Coleman, Lisa-Gaye Greene, Parris Lyew-Ayee, Rainford Wilks

“…<h4>Results</h4>There was significant clustering across neighborhoods for mean BMI (ICC = 4.16%) and mean WC (ICC = 4.42%). In fully adjusted models statistically significant associations included: increased mean BMI among men, with increased intersection density/ km2 (β = 0.02; 95% CI = 1.96 x10-3, 0.04, p = 0.032); increased mean WC among urban residents with increased crimes/km2/yr (β = 0.09; 95% CI = 0.03, 0.16, p<0.01) and among persons in the middle class, with further distance away from public parks (β = 0.30; 95% CI = 0.08, 0.53, p<0.01).…”
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Multivariable prediction of early malignancy detection among first-degree relatives of patients with hereditary colorectal cancer based on the health belief model: A cross-sectiona... by Liyuan Yang, Xiaojun Chen, Mengjiao Zhong, Zhiyong Pan, Xiaodan Wu

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Optimization of Bus Dispatching in Public Transportation Through a Heuristic Approach Based on Passenger Demand Forecasting by Javier Esteban Barrera Hernandez, Luis Enrique Tarazona Torres, Alejandra Tabares, David Álvarez-Martínez

“…Additionally, we introduce a tailored mathematical model—grounded in mixed-integer linear programming and space-time flows—that serves as a benchmark to evaluate our heuristic’s performance under the operational constraints typical of traditional public transportation systems in Colombian mid-sized cities. …”
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The relation of heavy or prolonged bleeding during the menopause transition to risk of hysterectomy by Siobán D. Harlow, Michelle M. Hood, Alain Mukwege, John F. Randolph, Ellen B. Gold, Michael R. Elliott, Alaina C. White, Gail A. Greendale

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Hookworm-related anaemia among pregnant women: a systematic review. by Simon Brooker, Peter J Hotez, Donald A P Bundy

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Study on Public Perceptions and Disaster Prevention Framework of Tunnel Fires Based on Social Media and Artificial Intelligence by Chuyao Lai, Yuxin Zhang, Xiaofan Tang, Chao Guo

“…To investigate public perceptions regarding tunnel fire disasters and optimize the tunnel fire disaster prevention framework, this study takes the emerging social media platform Douyin as a case study, conducting an in-depth analysis of 2133 short videos related to tunnel fires on the platform. …”
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Medication Adherence and its Related Factors in Patients with Type II Diabetes by Behzad Gholamaliei, Akram Karimi-Shahanjarini *, Ghodratollah Roshanaei, Frouzan Rezapour-Shahkolaei

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Comparing the Fiscal Consequences of Controlled and Uncontrolled Osteoarthritis Pain Applying a UK Public Economic Perspective by Rui Martins, Nikos Kotsopoulos, Melodi Kosaner Kließ, Craig Beck, Lucy Abraham, Samuel Large, Patricia Schepman, Mark P. Connolly

“…The likelihood of employment, long-term sickness, disability, and early retirement in those with controlled pain used publicly available UK data. The relative effect of uncontrolled OA pain on fiscal outcomes is drawn from peer reviewed publications reporting reduced work activity and reliance on public benefits for people with uncontrolled OA pain. …”
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Transcriptomic insights into the mechanism of action of telomere-related biomarkers in rheumatoid arthritis by Lijuan Feng, Kaiyong Bai, Limeng He, Hao Wang, Wei Zhang

“…This study aimed to investigate the relationship between RA and telomeres.MethodsIn this study, we identified differentially expressed genes (DEGs) between RA and control samples by analyzing transcriptome data from a public database. Candidate genes were determined through the intersection of DEGs and telomere-related genes. …”
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Analysis of the Current Status of Scientific Data Sharing under the US Public Access Policy and its Implications by LIU Jingzhuo

“…Data management and sharing activities under this model suffer from organizational deficiencies, fragmented activities, overlapping services, inaccessibility, and others that reduce the efficiency of public access to scientific data. …”
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Work restrictions among healthcare providers in a northern Italian public academic hospital: an observational study by Silvia Pazzaglia, Martina Bruno, Simone Gambazza, Filippo Binda, Alberto Bisesti, Jessica Graziella Calegari, Dario Laquintana

“…In this study, we analysed the characteristics of staff assessed as "fit with restrictions" at a public academic hospital in northern Italy. We also aimed to identify individual and work-related variables that may be associated with the probability and timing of being “fit with restrictions”. …”
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Unveiling the Mediating Role of Personality: Exploring the Nexus Between Transformational Leadership and Work Stress in Public Organizations by Rohana Ahmad, Mohd Fo’ad Sakdan, Halimah Abdul Manaf

“…Our study highlights a significant positive correlation between personality and work stress among public servants, emphasizing the role of individual personality characteristics in shaping work-related stress levels. …”
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Can ChatGPT improve the readability of financial reporting by the public sector entities? The case of Lisbon municipality by Fábio Albuquerque, Paula Gomes dos Santos

“…Respondents argued that benefits mostly relate to the text’s form and content. Although exploratory, this study may contribute to the literature by highlighting the potential benefits of using ChatGPT to enhance the readability and overall usefulness of public financial reports for a broader audience, thereby benefiting various stakeholders, including preparers, users, regulators, policymakers, and auditors.…”
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