Application of federated learning in predicting breast cancer by Chai Jiarui

“…Subsequently, each participant then sends the updated model parameters to the central server, where the FedAvg algorithm combines them to produce a global model. The model achieves data protection, also accurately predicts the progression and recurrence risk of breast cancer. …”
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Integration of Bayesian Networks with GIS for Dynamic Avalanche Hazard Assessment: NSDI Perspective by Ipek Yilmaz, Derya Ozturk

“…Natural hazard assessments are core to risk definition and early warning systems and play a fundamental role in the prevention of major damages. …”
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The impact of the Hamas-Israel conflict on the U.S. defense industry stock market return. by Jeroen Klomp

“…This study investigates whether the equity value of U.S. defense companies stands to gain in the short run from the risk of regional peace instability, given the anticipated increase in demand for arms. …”
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Thermal and Acoustic Design of a Shelter for High-Voltage Electrical Equipment by Somayan Basu, Edoardo Piana

“…When deployed in urban areas, housing can be built using solid panels. However, there is a risk of overheating the vital and costly parts of the system with the possibility to cause malfunction and, in extreme cases, damage. …”
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Sujeitos políticos da economia solidária e comunitária na Bolívia: tendências e modelos do setor camponês-indígena by Isabelle Hillenkamp

“…The OECAs are distinct in that they have a broader vision of the collective (not determined by the unions and communitarian structures) and of the public (not limited to the State), without always being able to avoid the risk of corporatism. This analysis ultimately suggests reflection and action for the further democratization of the economy.…”
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Understanding the scale and nature of avoidable healthcare-associated harm for prisoners in England: protocol for a retrospective cross-sectional study by Andrew Carson-Stevens, Maria Panagioti, Adrian Edwards, Jenny Shaw, Stephen Campbell, Carl de Wet, Kate Davies, Anthony Avery, Stuart Hellard, Melanie Jordan, Caroline Sanders, Isobel Joy McFadzean, Jane Senior, Darren M. Ashcroft, Caroline Stevenson, Tim Millar, Saied Ibrahim, Thomas Hewson, Sandra Flynn, Thomas Purchase, Florian Walter, Sioned Gwyn, Richard N. Keers, Ellie Thompson, Verity Wainwright

“…We will focus on two samples: an enhanced risk sample of prisoners, considered to be at the most risk of healthcare-associated harm, and a random sample of prisoners excluded from the enhanced risk sample, to estimate the incidence of avoidable harm, and express this as ‘per 100 000 patients per year’. …”
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Combination Therapy of PPAR𝛾 Ligands and Inhibitors of Arachidonic Acid in Lung Cancer by Jordi Tauler, James L. Mulshine

“…However, specific COX-inhibitors have been correlated with an increased cardiovascular risk. Clinical applications are still being explored with a novel generation of dual LOX/COX inhibitors. …”
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Strategies in the Surgical Management of Atrial Fibrillation by Leanne Harling, Thanos Athanasiou, Hutan Ashrafian, Justin Nowell, Antonios Kourliouros

“…Atrial fibrillation (AF) is associated with substantial morbidity, mortality, and economic burden and confers a lifetime risk of up to 25%. Current medical management involves thromboembolism prevention, rate, and rhythm control. …”
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A multidimensional assessment of adverse events associated with paliperidone palmitate: a real-world pharmacovigilance study using the FAERS and JADER databases by Siyu Lou, Zhiwei Cui, Yingyong Ou, Junyou Chen, Linmei Zhou, Ruizhen Zhao, Chengyu Zhu, Li Wang, Zhu Wu, Fan Zou

“…Additionally, the gender-specific monitoring references provided can enhance clinical surveillance efforts and facilitate more effective risk identification.…”
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Large-scale evidence generation and evaluation across a network of databases for type 2 diabetes mellitus (LEGEND-T2DM): a protocol for a series of multinational, real-world compar... by Rohan Khera, Yuan Lu, Harlan M Krumholz, Martijn J Schuemie, Ruijun Chen, George Hripcsak, Marc A Suchard, Patrick B Ryan, Anna Ostropolets

“…Using an active comparator, new-user cohort design, LEGEND-T2DM will execute all pairwise class-versus-class and drug-versus-drug comparisons in each data source, producing extensive study diagnostics that assess reliability and generalisability through cohort balance and equipoise to examine the relative risk of cardiovascular and safety outcomes. …”
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SOCIAL NETS AS A NEW FACTOR OF SYSTEM SECURITY IN RUSSIA IN THE 21ST CENTURY by S. A. Kravchenko, A. I. Podberezkin

“…On the one hand, social networks offer new opportunities for interaction between people living in different countries, on the other hand - they can be used for exclusion at the global level which objectively produces new risks and vulnerabilities. Special consideration is given to fabrication of global risk in social networks, which may provoke military-political conflicts and even wars. …”
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Chickenpox pneumonia. Case presentation. Dora Ngiza hospital, Port Elizabeth, South Africa. by Gilberto Serrano Ocaña, Juan Carlos Ortiz Sablon, Ilen Ochoa Tamayo

“…Chickenpox is an exanthematic highly infectious disease produced by the Varicella zoster virus (VZV), commonly occurs in childhood, 90% of cases occurred in children under 12 years of age, 10% of the population over 15 years is susceptible to suffer it. …”
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Emerging Technologies and Generic Assays for the Detection of Anti-Drug Antibodies by Michael A. Partridge, Shobha Purushothama, Chinnasamy Elango, Yanmei Lu

“…It is critical to assess the immunogenicity risk of potential biotherapeutics in producing neutralizing and nonneutralizing anti-drug antibodies, especially in clinical phases of drug development. …”
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CIRCULAR ECONOMY FROM PERSPECTIVE OF WASTE MANAGEMENT TRENDS IN EU by Slavka Šagátová, Denisa Gajdová

“…This article focuses on examining the relationships between waste production, gross domestic product (GDP), and material consumption in European Union (EU) countries, with the aim of identifying waste management trends and highlighting the most high-risk economic sectors in this context. The research involved gathering data on the volume of waste produced by type and economic sector, GDP, and material consumption in individual EU member states over a nine-year period. …”

Jere COVID-19: Pwodwi jaden ak izin anbalaj yo by Laurel Dunn, Michelle Danyluk, Emmanuel Duvalsaint

“…Manje pa parèt tankou yon kòz ki favorize transmisyon COVID-19 la, men menm pratik yo itilize pou evite maladi ou ka pran nan manje, menm pratik sa yo ta dwe itilize pou diminye chans kontaminasyon COVID-19 la nan nan pwodwi alimentè ki fre yo epi risk pou COVID-19 ta simaye l pami travayè agrikòl yo ak sa kap travay nan izin anbalaj yo. …”
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Research on Stability Evaluation of Landslide Sourcein Bayi Gully Basin in Wenchuan Earthquake Area by WANG Xiaodi

“…The research model has certainapplicability and reference in the risk assessment of landslide and debris flow in debris flowbasin after the earthquake.…”
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The persistent global disparities in environmental and climate communication scholarship by Sohinee Bera, Amanda Vilchez, Roxana M. Muenster

“…While articles across the Global North and the Global South focused on climate change and adaptation, articles about the Global South more prominently focused on disasters, vulnerability, and risk management.ConclusionThe review highlights the need for greater diversity in environmental and climate communication publishing and suggests consistent geographic naming practices in titles to achieve a more inclusive academy.…”
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La gestion de la santé animale en butte avec la montagne corse : répondre aux enjeux sanitaires et territoriaux du secteur porcin sur parcours by Marie Gisclard, Bastien Trabucco, François Charrier

“…Faced with the multiplication of emerging diseases, public policy standards on animal health consider that the maintenance of free-range areas presents a risk of emergence because they allow interactions between wild and domestic animals. …”
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DEVELOPMENT OF THE EXTERNAL ENERGY POLICY OF THE EUROPEAN UNION by N. Y. Kaveshnikov

“…Several EU legislative and regulatory measures risk to run counter to existing obligations of MSs.…”
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An Angiotensin-converting Enzyme Inhibition Activity by Various Natural Approaches: A Statistic Review by Rupal K. Chhaniyara, Dhara A. Gamit

“…The most prevalent cardiovascular illness in the world, hypertension, is a significant public health issue in both developed and developing nations. A major risk of cardiovascular disease and high blood pressure is morbidity and mortality. …”
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