TIE-EEGNet: Temporal Information Enhanced EEGNet for Seizure Subtype Classification by Ruimin Peng, Changming Zhao, Jun Jiang, Guangtao Kuang, Yuqi Cui, Yifan Xu, Hao Du, Jianbo Shao, Dongrui Wu

“…This paper proposes an EEGNet-based slim deep neural network, which relieves the labeled data requirement in EEG-based seizure subtype classification. …”
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Construction and Preliminary Validation of the Children's Academic Readiness Test to Enter Primary School in Afghanistan Country by Mohammad Naeem Rasooli, Ahmad Abedi, Mohammad Ashori

“…Throughout this research, ethical principles such as confidentiality and data integrity have been strictly adhered to based on ethical codes.Role of each author: The conception and design of the idea, as well as the writing of this article, were carried out by the first author under the guidance and supervision of the second and third authors.Financial support: This research was conducted without financial support from any institution or individual.Conflict of interest: The authors declare that in reporting the research, there is full transparency, and there is no conflict of interest in its results.…”
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Multi-height Study of the Chromospheric Inverse Evershed Flow and its Association with Photospheric Flows by Sandeep K. Dubey, Shibu K. Mathew, Christian Beck, Debi P. Choudhary

“…We analyzed the inverse Evershed flow (IEF) around a sunspot (NOAA 13131) using line scan observations in the Fe i 6173 Å and Ca ii 8542 Å spectral lines, complemented with data products from the Solar Dynamics Observatory's Helioseismic and Magnetic Imager. …”
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Exploring the relationship between housing conditions and Métis Nation of Ontario citizen’s health: a qualitative study by Noel Tsui, Abigail J. Simms, Carolyn Lacka, Helana Marie Boutros, Robynn Sadler, Amy Mersereau, David Crenna, Jeff Evenson, Cindi Rye, Sarah A. Edwards

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Physical exercise barriers and needs in adults with congenital heart disease: a qualitative study by Robert M Kauling, Marjolein Snaterse, Nienke ter Hoeve, Daniëlle Robbers-Visser, Madoka Sunamura, Yara F Langeveld, Annemien van den Bosch, Jasmijn C van Groen, Harald T. Jorstad

“…The interview guide was based on the Fear Avoidance Model, Tampa Scale for Kinesiophobia Heart and European Society of Cardiology guidelines on sports cardiology and exercise for cardiovascular diseases. Interviews were coded and thematically analysed to identify specific physical exercise barriers and needs.Results Data saturation was reached after interviewing 19 individuals living with ACHD (median age 46 years (range 24–75), 10 women). …”
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The Profile of Ergonomic Studies Published in Persian Scientific Journals of Iran (2011-2022): A Scientometric Study by Tara Rouhani, Narmin Hassanzadeh-Rangi, Yahya Khosravi

“…Material and Methods: This study collected all articles published from 2011 to 2022 in Persian journals, including “Occupational Health,” “Occupational Health and Safety,” “Occupational Health Engineering,” “Iranian Journal of Ergonomics,” “Occupational Medicine,” and “Occupational Hygiene and Health Promotion,” using a census method from the journals’ websites. 368 articles were categorized based on thematic codes developed by experts, and data were analyzed using Excel 2010. …”
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AI-Enhanced Non-Intrusive Load Monitoring for Smart Home Energy Optimization and User-Centric Interaction by Xiang Li, Yunhe Chen, Xinyu Jia, Fan Shen, Bowen Sun, Shuqing He, Jia Guo

“…Non-Intrusive Load Monitoring (NILM) technology, enabled by high-precision electrical data acquisition sensors at household entry points, facilitates real-time monitoring of electricity consumption, enhancing user interaction with smart home systems and reducing electrical safety risks. …”
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CFD Analysis of Urban Canopy Flows Employing the V2F Model: Impact of Different Aspect Ratios and Relative Heights by Fabio Nardecchia, Annalisa Di Bernardino, Francesca Pagliaro, Paolo Monti, Giovanni Leuzzi, Luca Gugliermetti

“…However, the closure assumptions of the turbulence usually employed in CFD codes are not always physically based and adequate for all the flow regimes relating to practical applications. …”
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Noncutaneous Infections in Patients with Hidradenitis Suppurativa: A Retrospective Cohort Study by Bruna G.O. Wafae, Alexandra P. Charrow, Megan H. Noe

“…Data on nonpsychiatric hospitalizations and emergency department visits were collected for overall healthcare utilization. …”
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The significance of evaporation heat and mass transfer through a spray sheet with two-phase transitional momentum transport and vapour dispersion by Ahmed Abed Al-Kadhem Majhool, Ammar Muslim Hadi, Faris Alqurashi, Sara Falih Kareem, Noor M. Jasim, Mujtaba A. Flayyih

“…The spray tip penetration is evaluated and compared with experimental data. The fuel vapour mass fraction is calculated by using a transport equation for the droplet-gas interaction. …”
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‘More stressful than cancer’: treatment experiences lived during Hurricane Maria among breast and colorectal cancer patients in Puerto Rico by Vivian Colón-López, Yara Sanchez-Cabrera, Marievelisse Soto-Salgado, Karen J. Ortiz-Ortiz, Troy Quast, Maria E. Fernandez

“…Conclusion Stressors directly linked with the disaster were most challenging to cope with. Our data highlights the impending need to address cancer patients in future emergency plans to minimize the delay in continuing cancer care.…”
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Operational Definitions of Polypharmacy and Their Association with All-Cause Hospitalization Risk: A Conceptual Framework Using Administrative Databases by Stefano Scotti, Lorenza Scotti, Federica Galimberti, Sining Xie, Manuela Casula, Elena Olmastroni

“…Building on the published literature, this study aimed to identify a set of operational definitions of polypharmacy applicable to administrative databases and to assess their association with all-cause hospitalization. Data from the pharmacy refill and hospitalization databases of the Local Health Unit (LHU) of Bergamo, Lombardy, were analyzed. …”
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Evaluating the Pattern of Use and Direct Cost of Injectable Antibiotics Before and After Health Transformation Plan at Namazi Hospital in Shiraz by Shokooh Behdadian, Sakhajoo Nikoo, Fatemeh Soleymani, Afsaneh Vazin, Laleh Mahmoudi, Faezeh Abdizadeh, Iman Karimzadeh

“…Required data were extracted from the hospital pharmacy database. …”
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EXPLORING ATTITUDES TOWARDS STUDENT ICT USE IN LUKUNGA DISTRICT PRIMARY SCHOOLS by Benjamin MANDA KISIMBA, Eustache BANZA NSOMWE-A-NKUNKWA, Francis ADAMS

“…The responses were coded and analyzed using Microsoft Excel 2019, where both descriptive statistics (frequencies and percentages) and inferential statistics (chi-square tests) were applied. …”
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Prostaglandin-endoperoxide synthase 2 (PTGS2) gene expression and its association with genes regulating the VEGF signaling pathway in head and neck squamous cell carcinoma by Mehta Vedant Kamal, Rama Rao Damerla, Punit Singh Dikhit, Naveena AN Kumar

“…Structured Abstract: Introduction: The PTGS2 gene codes for the cyclooxygenase-2 (COX-2) enzyme that catalyzes the committed step in prostaglandin (PG) synthesis. …”
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The application of Large Language Models to the phenotype-based prioritization of causative genes in rare disease patients by Şenay Kafkas, Marwa Abdelhakim, Azza Althagafi, Sumyyah Toonsi, Malak Alghamdi, Paul N. Schofield, Robert Hoehndorf

“…Genotype-to-phenotype associations used by these methods are largely derived from the literature and coded using phenotype ontologies. Large Language Models (LLMs) have been trained on large amounts of text and data and have shown their potential to answer complex questions across multiple domains. …”
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CONSIDERATION OF PAVEMENT TYPE SERVICE LIFE CAPACITY FOR SUSTAINABLE INFRASTRUCTURE DEVELOPMENT IN NIGERIA by Samuel Olugbenga Abejide, Jacob Adebayo Adedeji, Moamed Mostafa

“…Furthermore, the emphasis on concrete pavement should be as a result of positive success already in use and the viability of the use of concrete pavement over flexible pavement will rely on successes and failures in design and construction which will depend on laboratory testing data so as to generate a code of practice manual which is suitable for a particular geographic location; since soil properties and environmental condition lies in its abundant complexity over a given location. …”
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A Review of Genomic, Transcriptomic, and Proteomic Applications in Edible Fungi Biology: Current Status and Future Directions by Muyun Xie, Jing Wang, Feixiang Wang, Jinfeng Wang, Yunjin Yan, Kun Feng, Baixiong Chen

“…Genomics, transcriptomics, and proteomics, as cornerstone life science technologies, offer powerful, integrated approaches to decipher genetic codes, reveal gene expression patterns, and elucidate complex metabolic networks in edible fungi. …”
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Ensemble Deep Learning Object Detection Fusion for Cell Tracking, Mitosis, and Lineage by Imad Eddine Toubal, Noor Al-Shakarji, D. D. W. Cornelison, Kannappan Palaniappan

“…This could lead to significant advances in biomedical research and medical diagnosis. Our code is made publicly available on GitHub.…”
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Review of Urban Rail Transit Ticket Clearing Methods by WANG Yao, LI Jiming, GAO Shen, LIU Guangjie, XU Zhongquan

“…［Objective］With the rapid development of urban rail transit, many cities have formed rail transit line networks with multiple operating entities, and have integrated around public transportation payment methods such as "one-card" and virtual QR codes to form a larger urban transportation network. …”
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