Deep Transfer Learning Based on Hybrid Swin Transformers With LSTM for Intrusion Detection Systems in IoT Environment by Ibrahim A. Fares, Ahmed Gamal Abdellatif Ibrahim, Mohamed Abd Elaziz, Mansour Shrahili, Adham Ahmed Elmahallawy, Rana Muhammad Sohaib, Mahmoud A. Shawky, Syed Tariq Shah

“…Utilizing the beneficial properties of Swin Transformers in learning hierarchically structured data combined with the proficiency of LSTM in processing sequential dependencies, the hybrid model generates pre-trained weights in the first phase. …”
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Childcare as a social determinant of access to healthcare: a scoping review by Megan McArthur, Persephone Tian, Kimberly A. Kho, Kavita P. Bhavan, Kavita P. Bhavan, Bijal A. Balasubramanian, Bijal A. Balasubramanian, Anisha P. Ganguly

“…A gap exists in synthesizing existing evidence on the role of access to childcare as a SDOH.MethodsThis scoping review aimed to examine and analyze existing literature on the role of childcare needs as a social determinant of access to healthcare. We conducted a structured literature search across PubMed, Scopus, health policy fora, and professional healthcare societies to inclusively aggregate studies across interdisciplinary sources published between January 2000 and June 2023. …”
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Petrofacies types and evolution characteristics of tight sandstone gas reservoirs of Jurassic Shaximiao Formation, Tianfu gas area, central Sichuan Basin by Xu GUAN, Xiaoting PANG, Qi RAN, Changcheng YANG, Xiaojuan WANG, Deyu ZHU, Ke PAN, Fei LI, Boyi XIAO, Binfeng CAO

“…In combination with well logging data, this approach can effectively guide reservoir property modeling.…”
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Multivariate and Spatial Study and Monitoring Strategies of Groundwater Quality for Human Consumption in Corsica by Hajar Lazar, Meryem Ayach, Abderrahim Bousouis, Frederic Huneau, Christophe Mori, Emilie Garel, Ilias Kacimi, Vincent Valles, Laurent Barbiero

“…In addition, the spatial structure of the parameters was studied. The analysis notably distinguishes a seasonal determinism for bacterial contamination (rain, runoff, bacterial transport, and contamination of catchments) and a more strictly spatial determinism (geographic, lithological, and land use factors). …”
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Researcher and community partner perspectives on community-engaged research during the COVID-19 pandemic by Simone C. Frank, Mary E. Grewe, Milenka Jean-Baptiste, Alicia Bilheimer, Alexandra F. Lightfoot, Laura Villa-Torres

“…Methods: We conducted semi-structured, virtual interviews with ten researchers and eight partners who conducted or collaborated on CEnR during the COVID-19 pandemic. …”
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The phenomenological examination of Turkish mothers who have hemophilic sons by Veysel Gök, Sebahat Aydos, Begüm Fatma Kıryar, Alper Özcan, Ebru Yılmaz, Musa Karakükcü, Ekrem Ünal

“…We conducted and recorded face-to-face interviews with nine mothers of patients with severe hemophilia A. Each of the semi-structured interviews, in which the interview form consisting of 23 questions was used, lasted approximately 40 minutes. …”
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The protective effects of two varicella vaccination strategies: A Bayesian modeling study in two megacities in South China by Xing Huang, Jialing Li, Yihan Li, Weilin Zeng, Qi Zhu, Jun Liu, Pei Hu, Zhihua Zhu, Zhongyi Fan, Ying Yang, Siqing Zeng, Zhihao Li, Jianpeng Xiao, Limei Sun, Jianfeng He

“…The study aimed to evaluate the effects of two varicella vaccination (VarV) (the two-dose self-paid VarV and the two-dose free VarV) strategies implemented in Guangdong Province, China.Research design and methods We collected data on varicella cases and doses administered to children aged 0–14 in Guangzhou, Shenzhen, and Foshan from 2012 to 2022. …”
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Gendered ethnobotanical practices and their influence on livelihoods: Non-Timber Forest Product collection around Ayubia National Park by Mehwish Zaman, Asma Jabeen, Muhammad Waheed, Shiekh Marifatul Haq, Abeer Hashem, Khalid F. Almutairi, Elsayed Fathi Abd_Allah, Rainer W. Bussmann

“…Field surveys were conducted through snowball method and the data were collected through semi-structured interviews with 108 households. …”
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Exploring GAA-Nanosheet, Forksheet and GAA–Forksheet Architectures: A TCAD-DTCO Study at 90 nm and 120-nm Cell Height by Gautam Gaddemane, Pieter Schuddinck, Krishna Bhuwalka, Gerhard Rzepa, Gioele Mirabelli, Anshul Gupta, Jurgen Bommels, Philippe Matagne, Dmitry Yakimets, Hao Wu, Lei Hou, Geert Hellings, Changze Liu

“…The research employs simulations of five-stage INVD1 ring oscillators (RO) at various metal pitches (Mx) to extract frequency and power data. Notably, a novel Gate-All-Around Forksheet (GAA-Fsh) structure is introduced, offering enhanced gate control while retaining the advantages of Fsh. …”
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Ancient genomes in Southwest China revealed genetic interactions among diverse populations in the historical period by Wen Wan, Huangzhen Huang, Changguo Hu, Xinglong Zhang, Qingting Zhou, Meiqing Yang, Jianxin Guo, Mingxia Xie, Kongyang Zhu, Xiaomin Yang, Hao Ma, Rui Wang, Jing Zhao, Le Tao, Haifeng He, Qun Zhang, Li Jin, Bisu Zhou, Jiang Huang, Chuan-Chao Wang

“…However, the genetic diversity and population structure of this area remain insufficiently explored, especially during the historical period. …”
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Evaluating the Construct Validity and Sensitivity to Change of the Klenico Depression Domain in Psychotherapeutic Inpatient Care: Instrument Validation Study by Stefan Reutimann, Jasmin Steiner, Noah Hübscher, Ulrich Voderholzer, Adrian Meule, Mareike Augsburger

“…Factor analysis revealed a 7-factor structure encompassing dimensions like “inadequacy,” “anhedonia,” and “self-hatred,” aligning with core depressive symptoms outlined in the International Statistical Classification of Diseases, Tenth Revision. …”
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Mitochondrial DNA control region polymorphisms in Dongxiang blue-eggshell chicken and their evolutionary relatedness with nine domestic Wugu breeds by Zhang Xuedong, Li Qinghai, Zhang Chengxian, Chen Xianhui, Lou Lifeng, Wang Huanhuan

“…Mitochondrial DNA (mtDNA) analysis has become an effective method to explore genetic relation among populations because of its low molecular mass, simple structure, rapid evolutionary rate, maternal inheritance, and non-tissue specification, among other features. …”
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User and healthcare provider early experiences with the PrEP ring: a quantitative study on the introduction of a new PrEP method in Eswatini by Anita Hettema, Siphesihle Shongwe, Haley Sisel, Mxolisi Khumalo, Ncediso Gama, Nolwazi Khanyile, Buyile Mahlalela, Sindy Nana Matse, Jill M. Peterson

“…During the first 2 months of offering PrEP choice, providers (n = 16) completed a structured questionnaire on the feasibility and acceptability of PrEP choice service delivery. …”
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Identification of GRAS Gene Family in Paper Mulberry and Analysis of Its Expression in Stem Development by Tanxing CHEN, Huannan LI, Pinsheng WANG, Yajun JIANG, Jinbin XIAO, Lingmin YAN, Yang WANG, Yi FAN

“…Phylogenetic and protein conserved structure analysis were carried out together with Arabidopsis GRAS protein. …”
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THE DENTAL TECHNICIANS PERFORMANCE STANDARDS IN MANUFACTURING THE SINGLE CROWNS ON IMPLANTS by E.V. Diiev, T.V. Diieva, V.Z. Obidnyak

“…Materials and methods Research object is dental technician technological processes of providing the dental prosthetic aid by manufacturing individual crowns relying on implants; Research subject is the structure, sequence, duration and scope of dental prosthetic stages providing the appropriate aid, specialists labor costs. …”
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National Healthcare Transformation Program in Saudi Arabia: Awareness of the New Models of Care Among Health Professionals by Althuwaybi MA, Alshammari TM, Tharkar S, Alodhayani AA, Al-Muammar M, Abulmeaty M, Almutari KM

“…However, there is substantial potential for improving awareness through structured training programs. Consequently, healthcare policymakers must prioritize the development of structured training programs through training and reinforcement that address all six MoC components.Keywords: awareness, healthcare transformation, National Transformation Program, model of care, Saudi Arabia, Vision 2030…”
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ID121 Methodological Guidelines and Publications of Benefitrisk Assessment for Health Technology Assessment: A Scoping Review by Erica Aranha Suzumura, Bruna de Oliveira Ascef, Fernando Henrique de Albuquerque Maia, Aline Frossard Ribeiro Bortoluzzi, Sidney Marcel Domingues, Natalia Santos Farias, Franciele Cordeiro Gabriel, Beate Jahn, Uwe Siebert, Patrícia Coelho de Soárez

“…In the last two decades, efforts have been observed to use more structured, objective and transparent approaches, aiming at better communication and decision-making by stakeholders. …”
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Exploring Floristic Diversity, Propagation Patterns, and Plant Functions in Domestic Gardens across Urban Planning Gradient in Lubumbashi, DR Congo by Yannick Useni Sikuzani, Bernard Kisangani Kalonda, Médard Mpanda Mukenza, Jonas Yona Mleci, Alex Mpibwe Kalenga, François Malaisse, Jan Bogaert

“…The objective was to analyze the spatial structure, plant diversity, propagation strategies, and ecological functions of domestic gardens. …”
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Screening for delirium: a quality improvement audit in geriatric care by Jazba Yousaf, Shams Ud Duja, Areeba Asghar, Sami Mehdi, Faiza Khan

“…Staff education: ongoing training for healthcare professionals on delirium recognition and the use of structured screening tools (CAM, 4AT) should be prioritised to ensure staff competency8; 2. …”
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Sentiment Dynamics Among Informal Caregivers in Web-Based Alzheimer Communities: Systematic Analysis of Emotional Support and Interaction Patterns by Congning Ni, Qingyuan Song, Qingxia Chen, Lijun Song, Patricia Commiskey, Lauren Stratton, Bradley Malin, Zhijun Yin

“…This phenomenon is part of a broader trend of steadily rising positive sentiment among ADRD caregivers. Using structured topic modeling, we cataloged a diverse range of topics that included both emotional aspects, such as family emotions, and practical concerns, such as diagnosis and treatment and everyday care practices. …”
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