Privacy-preserving approach for IoT networks using statistical learning with optimization algorithm on high-dimensional big data environment by Fatma S. Alrayes, Mohammed Maray, Asma Alshuhail, Khaled Mohamad Almustafa, Abdulbasit A. Darem, Ali M. Al-Sharafi, Shoayee Dlaim Alotaibi

“…Privacy-preserving machine learning (ML) training in the development of aggregation permits a demander to firmly train ML techniques with the delicate data of IoT collected from IoT devices. …”
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An Analysis of the Vocational-Educational Problematics for Substantiating Production Specialist Competencies by V. E. Steinberg, L. V. Vakhidova, E. M. Gabitova

“…This also enables to effectively build and timely adjust the learning process of really demanded, competitive experts capable to realise innovative projects, to master and create new equipment, i. e. to keep the successful operation and development of production and economics of a region and a country in general. …”
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ECG-LM: Understanding Electrocardiogram with a Large Language Model by Kai Yang, Massimo Hong, Jiahuan Zhang, Yizhen Luo, Suyuan Zhao, Ou Zhang, Xiaomao Yu, Jiawen Zhou, Liuqing Yang, Ping Zhang, Mu Qiao, Zaiqing Nie

“…However, the interpretation of ECG data alongside patient information demands substantial medical expertise and resources. …”
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Theoretical Aspects of Professional Competence of Police Officers from the Tactical and Operative Response Unit by Ye. S. Romanenko

“…The fulfillment of the mentioned tasks demands from the policemen a high level of preparation and professional competence, which is expressed according to O. …”
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Time and cost of linking administrative datasets for outcomes assessment in a follow-up study of participants from two randomised trials by Mohammad Shahbaz, Jane E. Harding, Barry Milne, Anthony Walters, Lisa Underwood, Martin von Randow, Lena Jacob, Greg D. Gamble, for the ANCHOR Study Group

“…Conclusions Obtaining administrative datasets demands a substantial amount of time and effort. However, data linkage is a feasible method for outcome ascertainment in follow-up studies in New Zealand. …”
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Application of GUHA data mining method in cohort data to explore paths associated with premature death: a 29-year follow-up study by Lily Nosraty, Esko Turunen, Saila Kyrönlahti, Clas-Håkan Nygård, Prakash KC, Subas Neupane

“…Factors appearing in the paths were smoking more than 20 cigarettes a day, symptoms that impaired functioning, past smoking, absence of musculoskeletal diseases, poor self-rated health, having pain, male sex, being married, use of medication, more physical strain compared to others, and high life satisfaction, intention to retire due to reduced work ability caused by diseases and demanding work. Sex-specific analysis revealed similar findings. …”
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Nursing postgraduates’ innovative behaviour, influencing factors and educational requirements: a national cross-sectional study by Jiayi Zhu, Shuai Yuan, Lihui Pu, Ruben Martin-Payo, Liqin Wei, Mengying Qiu, Fengying Zhang

“…Furthermore, the dissemination of advanced knowledge and the adoption of diverse pedagogical approaches are likely to meet the innovative demands of nursing postgraduates.…”
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Machine learning for the diagnosis accuracy of bipolar disorder: a systematic review and meta-analysis by Yi Pan, Pushi Wang, Bowen Xue, Yanbin Liu, Xinhua Shen, Shiliang Wang, Xing Wang

“…BackgroundDiagnosing bipolar disorder poses a challenge in clinical practice and demands a substantial time investment. With the growing utilization of artificial intelligence in mental health, researchers are endeavoring to create AI-based diagnostic models. …”
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Assessment of occupational hazards in midwifery setting and impact of occupational stress and job satisfaction on midwives’ quality of work-life: multicenter study in IRAN by Nasibeh Sharifi, Azita Fathnezhad-Kazemi, Nazanin Rezaei, Masoumeh Yaralizadeh, Zahra PourMohammad

“…Given the high levels of job stress and dissatisfaction, there is a need for planning and policy-making to provide psychological support to manage stress, increase professional support, optimize the work environment, and manage physical demands.…”
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Dataset on electricity usage measurement for lower-to-middle-income primary and secondary schools in Western Cape, South AfricaMendeley Data by Jason Avron Samuels, Terhemba Michael-Ahile, M. J. (Thinus) Booysen

“…This includes exploring usage patterns, peak demands, and the integration of alternative energy sources. …”
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The effects of mindful self-care on medical resident wellness, depression, and burnout by Wendy M. GUYKER, Evette A. ADDAI, Catherine P. COOK-COTTONE, Susan M. ORRANGE, Sofie SCALETTA

“…This study aimed to assess the types and frequency of mindful self-care behaviors, defined as intentional practices that promote awareness of internal needs and external demands. It also examined the relationship between self-care, well-being, burnout, distress, and depression, and whether self-care can protect residents from depression linked to burnout and distress. …”
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ENTREPRENEURSHIP OF MEMORY IN PUBLIC SPACE AND SOCIAL COMMUNICATION: A POSTCOLONIAL APPROACH IN TIME OF WAR by Viktoriia Kovpak, Nataliia Lebid, Viktor Burenkov

“…The research methodology is based on a combination of systematic, value and postcolonial approaches, discourse analysis, which contribute to the disclosure of principles and strategies of Ukrainian cases of memory entrepreneurship, their correlation with the peculiarities of civil society demands for national identity proposals in the conditions of war. …”
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Factors Responsible For School Dropout At Different Levels of Education in Selected Academic Institutions in Kisoro Municipality Southern Division Kisoro District. by Kamahoro, Phionah

“…Governments should also provide school supplies adequately according to the demands of the students.…”
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The Factors Hindering the Performance of Tour Operations in the Development of Tourism in Rwanda: A Case Study of Primate Safaris in Kigali, Rwanda. by Alphonse, Ntabana

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Decentralization and Primary Health Care Service delivery in Local Governments in Uganda: A Case Study of Kabale Municipality by Julius, Kisembo

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Understanding social behaviours across neurodiverse young people: roles of social cognition and self-regulation by Iciar Iturmendi-Sabater, Evdokia Anagnostou, Marc A. Fournier, Jennifer Crosbie, Russell Schachar, Robert Nicolson, Stelios Georgiadis, Elizabeth Kelley, Jessica Jones, Jessica Brian, Hsiang-Yuan Lin, Meng-Chuan Lai

“…Aims We examined how difficulties regulating one's behaviour, emotions and thoughts to adapt to environmental demands (i.e. dysregulation), alongside social cognition, explain social behaviours across neurodiverse young people. …”
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Childhood wasting and associated factors in Africa: evidence from standard demographic and health surveys from 35 countries by Tadesse Tarik Tamir, Alebachew Ferede Zegeye, Belayneh Shetie Workneh, Mohammed Seid Ali, Almaz Tefera Gonete, Masresha Asmare Techane, Mulugeta Wassie, Alemneh Tadesse Kassie, Medina Abdela Ahmed, Sintayehu Simie Tsega, Yilkal Abebaw Wassie, Berhan Tekeba, Enyew Getaneh Mekonen

“…The enduring hunger crisis in Africa is a complex issue that demands our continuous commitment, innovative solutions, and coordinated efforts. …”
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Controls on coastal saline groundwater across North America by Daniel V Kretschmer, Holly A Michael, Nils Moosdorf, Gualbert H P Oude Essink, Marc F P Bierkens, Thorsten Wagener, Robert Reinecke

“…With rapidly growing coastal communities and increasing demands for fresh groundwater, understanding controls of continental-scale coastal groundwater salinity is critical. …”
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CD4 CAR-T cells targeting CD19 play a key role in exacerbating cytokine release syndrome, while maintaining long-term responses by Alice Bergamini, Barbara Camisa, Attilio Bondanza, Fabio Ciceri, Chiara Bonini, Monica Casucci, Beatrice Greco, Camilla Bove, Silvia Arcangeli, Laura Falcone, Rita El Khoury, Anna De Lucia

“…Therefore, the development of cell products with improved therapeutic indexes is highly demanded.Methods In this project, we investigated how CD4 and CD8 populations cooperate during CD19 CAR-T cell responses and what is their specific role in CRS development. …”
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The Impact of Artificial Intelligence on Healthcare: A Comprehensive Review of Advancements in Diagnostics, Treatment, and Operational Efficiency by Md. Faiyazuddin, Syed Jalal Q. Rahman, Gaurav Anand, Reyaz Kausar Siddiqui, Rachana Mehta, Mahalaqua Nazli Khatib, Shilpa Gaidhane, Quazi Syed Zahiruddin, Arif Hussain, Ranjit Sah

“…To meet the changing demands of the healthcare sector and guarantee the responsible application of AI technologies, the evaluation highlights the necessity of ongoing research, instruction, and multidisciplinary cooperation. …”
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