Cloud-edge hybrid deep learning framework for scalable IoT resource optimization by Umesh Kumar Lilhore, Sarita Simaiya, Yogesh Kumar Sharma, Anjani Kumar Rai, S. M. Padmaja, Khan Vajid Nabilal, Vimal Kumar, Roobaea Alroobaea, Hamed Alsufyani

“…This method improves numerous IoT applications, including smart cities, industrial automation, and healthcare. The hybrid DQN-PPO-GNN-RL model addresses bottlenecks by dynamically managing computing and network resources, allowing for efficient operations in low-latency, high-demand environments such as autonomous systems, sensor networks, and real-time monitoring. …”
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University proceedings. Volga region. Natural sciences by A.V. Kuzmin

“…A domestic dog (Canis familiaris) is one of the most common domestic animals, the diversity of their ecological and social status is determined by their reproduction and reproduction in cities and rural settlements. In populated areas, dogs have a significant impact on the fauna of the ecosystem. …”

World-wide survey on the treatment of peripheral vestibular disorders by Michael Strupp, Michael Strupp, Nils Lucca Kern, Nils Lucca Kern, Göran Laurell, Louisa Lehner, Eva Grill, Eva Grill, Ralf Strobl, Ralf Strobl

“…Since there are very few state-of-the-art RCTs, the treatment of vestibular disorders is so far not standardized and various methods are applied with heterogeneous efficacy.Design/methodsA web-based standardized survey questionnaire on the treatment of the six most frequent peripheral vestibular disorders was used to collect data.Results234 replies from five continents, 47 countries, 162 cities and 188 centers were received: (% from all 234 replies; multiple answers possible): BPPV: posterior canal BPPV: 71% Epley, 40% Semont, and 12% others. …”
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The correlation between trainee gender and operative autonomy during trauma and orthopaedic training in Ireland and the UK by Rosie Mc Colgan, Fiona Boland, Gerard A. Sheridan, Grainne Colgan, Deepa Bose, Deborah M. Eastwood, David M. Dalton

“…A comprehensive review of trauma and orthopaedic training is needed to identify any additional differences in training opportunities between female and male trainees, particularly with regard to progression through training. Cite this article: Bone Jt Open 2025;6(1):62–73.…”
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Bibliometric and visual analysis of suicide in aged people over the past 20 years by Shao-Kui Kan, Ying-Li Zhang, Xue-Xia Bai, Bo Peng

“…This analysis utilized tools such as CiteSpace, VOSViewer, Pajek, and Excel 365 to facilitate a thorough assessment.ResultsThe analysis covered 1,116 publications from 2005 to 2024. …”
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Vaccination coverage and its determinants in patients with multiple sclerosis—a multicenter cross-sectional study by Paula Schade, Hai-Anh Nguyen, Julia Steinle, Kerstin Hellwig, Teodor Pelea, Philipp Franken, Birte Elias-Hamp, Veit Becker, Stefan Merkelbach, Stephan Richter, Bert Wagner, Christian Geis, Matthias Schwab, Florian Rakers

“…Vaccination hesitancy, beliefs, and trust in information sources explained only 10%–16% of the variance in VI. Among 109 GPs, 82% cited reluctance to vaccinate pwMS due to concerns about MS-related side effects or interactions with DMTs. …”
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Assessing tick attachments to humans with citizen science data: spatio-temporal mapping in Switzerland from 2015 to 2021 using spatialMaxent by Lisa Bald, Nils Ratnaweera, Tomislav Hengl, Patrick Laube, Jürg Grunder, Werner Tischhauser, Netra Bhandari, Dirk Zeuss

“…Additionally, forested areas near cities also show increased risk levels. Conclusions This mapping aims to guide public health interventions to reduce human exposure to ticks and to inform the resource planning of healthcare facilities. …”
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Leadership Perceptions, Educational Struggles and Barriers, and Effective Modalities for Teaching Vertigo and the HINTS Exam: A National Survey of Emergency Medicine Residency Prog... by Mary McLean, Justin Stowens, Ryan Barnicle, Negar Mafi, Kaushal Shah

“…This needs assessment can guide development of formal educational and simulation curricula focusing on residency directors’ cited HINTS exam educational struggles, barriers, and reported most-effective teaching modalities.…”
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Modelling the impact of environmental responsibility on the development of enterprises by M. Pinskaya, O. Meleshchenko, O. Kovalchuk, O. Karpenko, E. Kompanets

“…This is an open access article distributed under the terms of the Creative Commons Attribution (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, as long as the original authors and source are cited. No permission is required from the authors or the publishers…”
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Міжнародно-правові стандарти екологічних обов’язків людини і громадянина by U. P. Bek

“…Автор детально аналізує універсальні та регіональні міжнародні договори у сфері захисту навколишнього природного середовища, зокрема Конвенцію ООН про охорону біологічного різноманіття, Боннську конвенцію, Конвенцію CITES, Бернську та Рамсарську конвенції. Значна увага приділяється дослідженню конституційного закріплення екологічних обов’язків у різних європейських країнах. …”
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PrEP15-19 Choices: an implementation study protocol of HIV prevention with oral and long-acting injectable cabotegravir PrEP in real-world settings among sexual and gender minority... by Inês Dourado, Eliana Miura Zucchi, Laio Magno, Alexandre D Grangeiro, Márcia Thereza Couto, Mateus Westin, Eduardo Oliveira, Maria Mercedes Escuder, Dirceu Greco, Thais Regis Aranha Rossi, Fabiane Soares, Lorenza Dezanet, Paula Massa, Priscilla Caires, Ricardo de Paula Vasconcelos, Unaí Tupinambas, Beo Leite, Joilson Nascimento Paim, Guilherme Barreto Campos, Lucas Miranda Marques, Nathalia Suzart, Suilan Pedreira, DulceAurélia deSouza Ferraz, Dyemison Pinheiro, Eliane Sala, Raphaella Goulart, Ana Paula Silva, Erica Dumont Pena, Gabriella Jomara daSilva, Marília Greco, Matheus dePaula Alves

“…The study will include a sample of 550 HIV-negative adolescent men who have sex with men, non-binary individuals assigned male at birth, transgender men and women, aged 15–19 years, in three Brazilian capital cities. Participants will be allocated into two arms, according to their choice of PrEP modalities, and followed up to 36 months. …”
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Construction of an Index System of the Biosafety Incident Response Capability for Nursing Staff: A Delphi Study by Chao Wu, Mengyi Hu, Xinyan Zhang, Mimi Fu, Lu Li, Qiang Xu, Xiaolan Guo, Hongjuan Lang

“…Results After two‐round Delphi survey, 28 nursing specialists from six provinces and cities around China, with expertise in three prevention research, epidemiology, military health service and biosafety incident rescue, established the index system of the biosafety incident response competence for nursing staff from April to May 2023. …”
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Home Medication Review among Patients with Chronic Diseases in Rural Villages of Pahang, Malaysia: A Case Report by Norny Syafinaz Ab Rahman, Nur Alyaa Anisa Mat Harom, Nor Ilyani Mohamed Nazar

“…The discussion explores these challenges, citing the need for patient education, regular follow-ups, multidisciplinary collaboration, and technology integration to enhance patient outcomes. …”
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Human health risk from groundwater consumption: A case study in the Apaaso-Tafo Community in the Bono East Region of Ghana by Emmanuel Okyere, Ethel Bentil, Nana Adwoa Kusi-Addai, Lawson Mensah

“…Water is a nutrient for life and a resource for human development, and therefore towns and cities often build treatment systems to provide wholesome water for consumption, bathing, washing, etc. …”
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Mitigation of environmental impacts in ornamental rock and limestone aggregate quarries in arid and semi-arid areas by M.A. Peñaranda Barba, V. Alarcón Martínez, I. Gómez Lucas, J. Navarro Pedreño

“…This is an open access article distributed under the terms of the Creative Commons Attribution (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, as long as the original authors and source are cited. No permission is required from the authors or the publishers…”
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A cross-sectional study on the assessment of adherence to cardiovascular medications in Sudan heart center. by Adil A Mahmoud, Ali Awadallah Saeed, Asim Ahmed Elnour, Osama Nasreldin E M, Vineetha Menon, Semira Abdi Beshir, Sami Fatehi Abdalla, Abuelnor Mohammed, Mohamed Baraka, Fahad T Alsulami, Yousef Saeed Alqarni, Nadia Al Mazrouei, Khalid Awad Al-Kubaisi, Israa Yousif El Khidir, Kishore Ganana, Abdulla Al Amoodi

“…The results showed a high non-adherence prevalence rate (97.6%). The cited reasons for non-adherence include forgetfulness and the costs of refilling medications. …”
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Assessment of Teachers’ Turnover and its Impact on Academic Performance in Government Aided Secondary Schools of Kayonza Sub-County Kanungu District. by Biryomumeisho, Gideon

“…Firstly, low salary was cited by a significant majority (71.4%) of respondents as a primary reason for leaving. …”
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A RECONQUISTA DO TERRITÓRIO: UMA EXPERIÊNCIA COOPERATIVA NAS MONTANHAS CÉVENOLES, NO SUL DA FRANÇA1 by Maria Luiza Pires, Bernard Roux

“…Com efeito, o relevo, o clima, as longas distâncias, além da precariedade da infraestrutura e dos serviços públicos, são considerados alguns dos fatores que muito dificultam a maior parte das atividades econômicas. …”
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Structure of Spatial Correlation Network and Influencing Factors of Urban-Rural Integration in China by Wang Kai, Liu Meilun, Tan Jiaxin, Gan Chang

“…Spatially, it showed a decreasing gradient from east to west, but the gap between the interprovincial urban-rural integration level gradually narrowed, with obvious spatial non-equilibrium. 2) China's urban-rural integration spatial association network became increasingly dense, complex, and close, and the main linkage flows of urban-rural integration occurred between geographically neighboring provinces and cities, such as Shanghai-Jiangsu, Shanghai-Zhejiang, and Beijing-Tianjin. …”
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A Review of Needle Navigation Technologies in Minimally Invasive Cardiovascular Surgeries—Toward a More Effective and Easy-to-Apply Process by Katharina Steeg, Gabriele Anja Krombach, Michael Horst Friebe

“…Computer tomography (CT)-guided fluoroscopy, cited in 19 articles, enhanced deep structure visualization but involved radiation risks. …”
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