Federated XAI IDS: An Explainable and Safeguarding Privacy Approach to Detect Intrusion Combining Federated Learning and SHAP by Kazi Fatema, Samrat Kumar Dey, Mehrin Anannya, Risala Tasin Khan, Mohammad Mamunur Rashid, Chunhua Su, Rashed Mazumder

“…Our findings accelerate the development of cyber security solutions that leverage federated learning and explainable AI (XAI), paving the way for future research and practical implementations in real-world network security environments.…”
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How DRG Payment Reform Shapes Inpatient Neurological Care in an Underdeveloped Region: Evidence from a Controlled Interrupted Time Series Study in Yunnan, China by Du S, Liu Y, Yang C, Yang Y, Yang Y

“…Additionally, the average inpatient cost declined significantly, with a trend reduction of 121.65 RMB per month ( < 0.01).Conclusion: The implementation of DRG-based payment reform in A City was associated with enhanced inpatient service efficiency in the Neurology Department, including improved case complexity management, shorter hospital stays, and reduced costs. …”
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Empowerment of Community Creative Economy Through the Islamic Education Assembly (Majelis Taklim) by Handayani Indah Susanti

“…The Mezzo-Level Strategy was effectively implemented, focusing on empowering groups through education and training. …”
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The relationship between perceived organizational support and insomnia in psychiatric nurses in China: the mediating role of psychological capital by Jian-yi Zhang, Ruo-nan Du, Zhi-ren Wang, Jing-xu Chen, Nan Chen, Jing Zhao, Shu-fen Wang, Hai-peng Cai

“…These findings suggest that clinical nursing managers may alleviate insomnia in psychiatric nurses by implementing concrete interventions, such as enhancing organizational support through structured programs, and fostering psychological capital via targeted development initiatives and resilience training. …”
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The main approaches to assessing the quality and effectiveness of measures for assisting persons with disabilities by S. V. Pavlova, A. M. Salogub

“…Training and advanced training of specialists, as well as modern methods of working with assisted ones and their families, will help to increase the effectiveness of assisting activities when receiving social services and improve the results of assistance, in general. Effective implementation of methods and technologies for assessing the quality, accessibility and effectiveness of the support system requires a systematic approach and co-ordination of efforts at various levels, interdepartmental interaction, regulation of legal relations in the support system in the Russian Federation.Conclusion. …”
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From gaps to compliance: a 12-year retrospective cohort study of trends in mismatch repair protein testing and Lynch syndrome identification in colorectal cancer in Central Switzer... by Bettina Marturet Fendt, Celina Geiss, Muriel Elhai, Joachim Diebold, Alexander Vogetseder

“… STUDY AIM: Alongside an analysis of incidence trends in colorectal cancer and Lynch syndrome over time, the study sought to evaluate the implementation and trends of reflex testing for mismatch repair proteins and key mutations in relevant genes (BRAF, KRAS, NRAS) in colorectal cancer in Central Switzerland from 2011 to 2022, specifically assessing adherence to the Swiss Academy for Quality in Medicine (SAQM) guidelines, in order to identify any gaps or inconsistencies in testing practices that may hinder the diagnosis of Lynch syndrome or microsatellite instability, highlighting areas requiring improvements for optimal patient care. …”
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THE ROLE OF GENETICALLY DETERMINED BODY RESISTANCE OF WARM-BLOODED ANIMALS TO HYPOXIA IN THE REALIZATION OF EFFECTOR FUNCTIONS OF NEUTROPHILS IN THE MODEL OF ADJUVANT-INDUCED RHEUM... by Elena Georgievna Pukhaeva, Alibek Kirilovich Badtiev, Fatima Elbrusovna Salamova, Stanislav Georgievich Dzgoev, Alina Muratbekovna Kupeeva

“…Given that human and animal populations are genetically heterogeneous in terms of the body's resistance to oxygen deficiency, the modern approach to predicting and treating diseases associated with impaired immune regulation requires taking into account the role of hypoxia in the implementation of pathogenetic mechanisms of inflammation. …”
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La ley 23.149 de fraccionamiento de vinos en origen en Argentina by Juan Jesús Hernández

“…This article discusses the importance of the places where wines are being bottled and analyzes clashes between agents, the problems of implementation, results and reasons for the abolition of the 23,149 law. …”
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Molecular Epidemiology and Genetic Characterization of Carbapenem-Resistant Acinetobacter baumannii Isolates from the ICU of a Tertiary Hospital in East China by Liu L, Huang Y, Wang Y, Jiang Y, Liu K, Pei Z, Li Z, Zhu Y, Liu D, Li X

“…Strict measures should be implemented to prevent and control transmissions and infections. …”
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Medical and social profile of patients with pelvic organ prolapse/stress urinary incontinence indicated for reconstructive surgery by R. A. Shakhaliev, N. D. Kubin, T. P. Nikitina, T. I. Ionova, Ya. Yu. Metrinskiy, D. Yu. Salnikov, D. D. Shkarupa

“…The study of the medical and social profile of patients with these pathologies contributes to the choice of treatment tactics, informed decision-making on surgical treatment and shortening the period from the moment of the first doctor's recommendation about the need for surgery to the time of its implementation.Objective. To study of the medical and social profile of patients with POP/SUI who have indications for reconstructive surgery. …”
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Prevalence, Risk Factors, and Clinical Outcomes with Advanced HIV Disease Among People with Newly Diagnosed HIV During the “Treat-All” Era: A Retrospective Coho... by Jin J, Pan S, Chen J, Yin J, Ba H, Hou H, Zhang Y, Ma K

“…AHD predicted 6-month mortality. Urgent implementation of targeted strategies is necessary to minimize AHD.Keywords: advanced HIV disease, HIV, mortality, loss to follow-up, treat all, China…”
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Riscos ambientais: percepção dos enfermeiros da estratégia saúde da família em áreas adscritas [Environmental risk: perception of nurses in the family health strategy in areas cove... by Lívia Maria Vidal Romão, Evanira Rodrigues Maia, Grayce Alencar Albuquerque

“…Findings revealed that although those professionals are sensitive to environmental risk situations in their areas of coverage, and show extensive insight into environmental health-related categories, concepts, and methods of intervention, they have faced particular difficulties in implementing coping measures. Actions on this issue were found to be limited. …”
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Impact of multimorbidity on household expenditure in China: evidence from the China health and retirement longitudinal study by Mengqian Ouyang, Bowen Liu, Zhining Qiu, Wang Liao, Tao Chen

“…Additionally, Recentered Influence Function (RIF) regression is implemented to investigate how transitions from the absence of chronic diseases to single or multiple chronic diseases reshape household expenditure allocations across survival-related, medical, non-medical developmental, and recreational expenditure categories. …”
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Cuidado de enfermagem: espaço epistêmico de vivências de ensino a partir do ser cliente [Nursing care: an epistemic space where teaching draws on “being” the client] [Cuidado: El s... by Nébia Maria Almeida de Figueiredo, Teresa Tonini, Iraci dos Santos, Priscila de Castro Handem, Lindalva Roberta de França Lopes

“…The quanti-qualitative method was implemented through a drama play dynamic. The study took place from 2008 to 2010, in four stages: creating the situation to be experienced; feeling like a client; thinking as player and observer; and noting down students’ words/phrases for analysis. …”
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Driplines Layout Designs Comparison of Moisture Distribution in Clayey Soils, Using Soil Analysis, Calibrated Time Domain Reflectometry Sensors, and Precision Agriculture Geostatis... by Agathos Filintas

“…The present study implements novel innovative geostatistical imaging using precision agriculture (PA) under sugarbeet field conditions. …”
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Change in exercise capacity, physical activity and motivation for physical activity at 12 months after a cardiac rehabilitation program in coronary heart disease patients: a prospe... by Paul Da Ros Vettoretto, Anne-Armelle Bouffart, Youna Gourronc, Anne-Charlotte Baron, Marie Gaume, Florian Congnard, Bénédicte Noury-Desvaux, Pierre-Yves de Müllenheim

“…Overall, these results suggest that clinicians managing a CR program with CHD patients as the one implemented in the present study may expect slightly positive or at least steady trajectories in EC, PA (after 6 months), and motivation for PA during the year after the program when considering the bulks of the distributions of patient scores. …”
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Empowerment of Pregnant Women by Leila HajiPour, Monirosadat Hosseini Tabaghdehi, Zahra TaghiZoghi, Zohreh Behzadi

“…Conclusion: The findings of this study can be effective in assessment of prenatal care, planning and implementing delivery preparation classes and promotion of empowerment of pregnant women. …”
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POS Tagging Bahasa Madura dengan Menggunakan Algoritma Brill Tagger by Nindian Puspa Dewi, Ubaidi Ubaidi

“…The reason for using Brill Tagger is because it is the algorithm that has the best accuracy when implemented in English, Indonesian and several other languages. …”
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The prevalence of suboptimal health status among Chinese secondary school students and its relationship with family health: the mediating role of perceived stress and problematic i... by Benli Xue, Xiao Zheng, Lingli Yang, Shujuan Xiao, Jingwen Chen, Xinyi Zhang, Xinru Li, Yiming Chen, Yanming Liao, Mengjie Zhang, Ting Zheng, Yibo Wu, Chichen Zhang

“…Helping secondary school students relieve perceived stress and reduce their problematic internet use is key to implementing family-oriented health interventions.…”
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Risk Management in Sustainable Construction Projects: A Systematic Review and Bibliometric Analysis by Kasra Hosseini, Youness Javid

“…MethodsThis study is descriptive-analytical and is classified as a systematic review in terms of implementation method. The PRISMA guidelines were adopted for the systematic review of the literature, including descriptive and content analysis. …”
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