Comprehensive Review of Intrusion Detection Techniques: ML and DL in Different Networks by Imane Rakine, Aziz Oukaira, Kamal El Guemmat, Issam Atouf, Sara Ouahabi, Mohamed Talea, Tarik Bouragba

“…With the increasing number of new attacks, virtualized and distributed networks require greater attention and investment in cybersecurity. …”
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Understanding How, Why and for Whom Link Work Interventions Promote Access in Community Healthcare Settings in the United Kingdom: A Realist Review by Rebecca Golby, Fiona Lobban, Louise Laverty, Kyriakos Velemis, Vishal R. Aggarwal, Katherine Berry, Abby Morris, Emma Elliott, Rebecca Harris, Al Ross, Carolyn A. Chew‐Graham, Miranda Budd, Linda McGowan, David Shiers, Neil Caton, Chris Lodge, Paul French, Robert Griffiths, Jasper Palmier‐Claus

“…Conclusion Although link work interventions are increasingly utilised across community healthcare settings, the contexts in which they operate vary considerably, triggering a range of mechanisms. …”
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A Strategic Framework for Community Engagement in Oceans and Human Health by Margaret A. Carson, Diane M. Doberneck, Zac Hart, Heath Kelsey, Jennifer Y. Pierce, Dwayne E. Porter, Mindy L. Richlen, Louisa Schandera, Heather A. Triezenberg

“…We illustrate the framework with examples from current COHH case studies and conclude with future directions for strategic community engagement in OHH and other environmental health contexts.…”
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A collaborative approach to advancing research and training in Public Health Data Science—challenges, opportunities, and lessons learnt by Elisha Abade, Wondwossen Mulugeta, Idah Orowe, Getachew Hailemariam, Patrick Weke, Rahel Bekele, Isabelle Zaugg, Jeff Goldsmith, Tiffany Sanchez, Kiros Berhane

“…However, there is a severe lack of well-trained data scientists and home-grown educational programs to enable context-specific training. The lack of human capacity and resources for public health data analysis as well as the dire need to use modern technology for better understanding and possible intervention cannot be dealt with currently available educational programs and computing infrastructure, demanding a great deal of collaboration and investments within Africa and with the Global North This paper describes processes undertaken to establish sustainable research training programs and to train a new generation of data scientists with knowledge, mentoring, professional skills, and research immersion. …”
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Systematic review and network meta-analysis on the efficacy and safety of parmacotherapy for hand osteoarthritis. by Ruiqi Wu, Qinglin Peng, Weiwei Wang, Jixian Zheng, Yi Zhou, Qipei Yang, Xuan Zhang, Hongyu Li, Lin Meng

“…<h4>Objective</h4>Hand osteoarthritis poses a significant health challenge globally due to its increasing prevalence and the substantial burden on individuals and the society. …”
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The Exergo-Economic and Environmental Evaluation of a Hybrid Solar–Natural Gas Power System in Kirkuk by Ali Alfaris, Abdulrazzak Akroot, Emrah Deniz

“…The increasing environmental challenges posed by the widespread use of fossil fuels and the fluctuating nature of renewable energy have driven the need for more efficient and sustainable energy solutions. …”
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Reconsidering autonomy: Asian Americans’ use of relational autonomy in organ donation decisions by Gerard P. Alolod, Diana C. Litsas, Laura A. Siminoff

“…Abstract Background As cultural contexts have gained increasing relevance in medical decision-making, the current mainstream definition of autonomy is insufficient. …”
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Goal setting in higher education: how, why, and when are students prompted to set goals? A systematic review by Gabrielle Martins van Jaarsveld, Gabrielle Martins van Jaarsveld, Jacqueline Wong, Martine Baars, Marcus Specht, Fred Paas, Fred Paas

“…To provide an overview of the current state of the field, a systematic review was carried out examining studies which implemented academic goal setting activities within higher education over the last 14 years (2010–2024) to determine for whom, in what contexts, and how goal setting has been implemented. …”
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Understanding pastoralist adaptations to drought via games and choice experiments: field testing among Borana communities by Andrew Reid Bell, O. Sarobidy Rakotonarivo, Wei Zhang, Caterina De Petris, Adams Kipchumba, Ruth S Meinzen-Dick

“…Although pastoral systems are highly adapted and adaptive to uncertainty and change, recent decades of severe climatic events and increasing resource pressure are pushing pastoral systems to adopt novel norms and practices. …”
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A systematic review and comparative evaluation to develop and validate a comprehensive framework for cancer surveillance systems by Mohsen Soleimani, Marjan GhaziSaeedi, Seyed Mohammad Ayyoubzadeh, Ahmad Jalilvand

“…Conclusion The validated framework provides a structured and adaptable approach to cancer data collection and analysis, enhancing public health decision-making and resource allocation. By addressing current limitations, this study offers a significant advancement in cancer surveillance methodologies, with potential applications in diverse healthcare contexts globally. …”
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Agriculture data sharing review by Jorge Chamorro-Padial, Jordi Virgili-Gomá, Rosa Gil, Mercè Teixidó, Roberto García

“…Our findings reveal a shift from traditional to innovative research themes, such as the increasing focus on the Internet of Things (IoT), Blockchain, and Digital Storage. …”
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The ‘Hikikomori’ syndrome: worldwide prevalence and co-occurring major psychiatric disorders: a systematic review and meta-analysis protocol by Andrea Pozza, Fabio Ferretti, Anna Coluccia, Takahiro Kato, Marco Gaetani

“…It has been studied first in Japan and recently has increasingly drawn the attention of researchers and clinicians all over the world. …”
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Applications of Artificial Intelligence in Psychiatry and Psychology Education: Scoping Review by Julien Prégent, Van-Han-Alex Chung, Inès El Adib, Marie Désilets, Alexandre Hudon

“… BackgroundArtificial intelligence (AI) is increasingly integrated into health care, including psychiatry and psychology. …”
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Comparative abundance and diversity of populations of the Pseudomonas syringae and Soft Rot Pectobacteriaceae species complexes throughout the Durance River catchment from its Fren... by Morris, C.E., Lacroix, C., Chandeysson, C., Guilbaud, C., Monteil, C., Piry, S., Rochelle Newall, E., Fiorini, S., Van Gijsegem, F., Barny, M.A., Berge, O.

“…Among the biological and chemical parameters that were characterized at each sampling site, temperature was the only factor that explained a significant amount of the variability in population size for both species complexes. Psy densities decreased with increasing temperature whereas SRP densities increased with increasing temperature. …”
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Interleukin-35 impairs human NK cell effector functions and induces their ILC1-like conversion with tissue residency features by Valentin Picant, Lara Revol-Bauz, Laurie Tonon, Timothée Casini, Aurélien Voissière, Dominique Poujol, Emilie Picard, Céline Rodriguez, Cyril Degletagne, Emily Sible, Uzma Hasan, Anthony Ferrari, Christophe Caux, Nathalie Bendriss-Vermare

“…Abstract Natural Killer (NK) cells play pivotal immunological roles including direct cytotoxic effector function and secretion of inflammatory and immunomodulating cytokines. In the context of chronic inflammation, NK cell fitness decreases during disease progression through currently unknown mechanisms. …”
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Driving Factors of Urban–Rural Human Settlement Changes and a Multi-Scenario Simulation Based on SDGs by Yang Ye, Yantong Liu, Jingyi Liu, Zhiyi Weng, Ziyao Chang, Xiong Li

“…The ecosystem service value and SDG values gradually increased, displaying a clustering pattern of northern highs and southern lows. …”
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Self-other distinction modulates the sense of self-agency during joint actions by Laura Zapparoli, Marika Mariano, Lucia Maria Sacheli, Tommaso Berni, Caterina Negrone, Carlo Toneatto, Eraldo Paulesu

“…We discuss these results considering current cognitive theories on motor awareness and interactions.…”
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Flourishing as a highly sensitive person: a mixed method study on the role of nature connectedness and chaotic home environment by Susan Carroll, Anna O’Brien, Francesca Lionetti, Anna O’Reilly, Annalisa Setti, Annalisa Setti

“…IntroductionTheories of Environmental Sensitivity postulate that those who are highly sensitive thrive in favourable contexts and are more disadvantaged by unfavourable ones; however, negative outcomes, instead of positive, are more often investigated. …”
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A whole process resilience management practice in coastal engineering by Yingtao Zhou, Yingtao Zhou, Yingtao Zhou, Chenhui Jiang, Yuanshu Jiang, Yu Zhu, Yu Zhu, Yu Zhu, Yan Jin, Xian Wang, Xi Feng, Weibing Feng

“…Coastal zones are crucial for protecting land from marine disasters, but they are increasingly threatened by erosion caused by storms and rising sea levels. …”
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Understanding data and information needs for palliative cancer care to inform digital health intervention development in Nigeria, Uganda and Zimbabwe: protocol for a multicountry q... by Richard Harding, Bassey Ebenso, Adlight Dandadzi, Eve Namisango, Kehinde Okunade, Kennedy Bashan Nkhoma, Omolola Salako, David Akeju, Olaitan Soyannwo, Elizabeth Namukwaya, Elizabeth Nabirye, Lovemore Mupaza, Emmanuel Luyirika, Henry Ddungu, Z Mike Chirenje, Michael I Bennett, Matthew J Allsop

“…However, there is currently a lack of any theoretical underpinning or data to understand stakeholder drivers for digital health components in this context. …”
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