A framework for continual learning in real-time traffic forecasting utilizing spatial–temporal graph convolutional recurrent networks by Mariam Labib Francies, Abeer Twakol Khalil, Hanan M. Amer, Mohamed Maher Ata

“…The rapid increase in traffic data, along with the inherently dynamic characteristics of urban traffic, poses considerable challenges for traditional Machine Learning (ML) models, which often find it difficult to efficiently handle large-scale datasets. …”
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The Aspects of Manufacturing and Quality Control of Somatic Medications Based on Mesenchymal Stem Cells by O. A. Rachinskaya, E. V. Melnikova, V. A. Merkulov

“…Material and methods. The presented materials are obtained from the regulatory documents of the USA, EU, Australia, the Republic of Korea and Japan, official website of the International Society for Stem Cell Research, as well as published scientific studies.   …”
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Multiscale analysis of green infrastructure impacts on PM2.5 and PM10 pollution in Delhi, India by Kumar Atul, Mukherjee Mahua, Goswami Ajanta, Saxena Nishant, Rahul Aditya

“…Urban air pollution, particularly from fine particulate matter (PM2.5 and PM10), poses critical environmental and public health challenges in rapidly urbanizing regions. …”
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Musculoskeletal Ultrasound Assessment of the Clinical Efficacy of the Combination of Acupressure and “Three Methods of Neck Movement (TCM)” Therapy in the Treatment of... by Zuo J, Zeng X, Ma H, Chen P, Cai X, Fan Z, Qu J

“…Jinhong Zuo,* Xiayang Zeng,* Hongyi Ma, Peng Chen, Xinlei Cai, Zhenyu Fan, Jianpeng Qu Massage Department, Zhejiang Hospital, Hangzhou City, People’s Republic of China*These authors contributed equally to this work and co-first authorsCorrespondence: Jianpeng Qu, Massage Department, Zhejiang Hospital, No. 12 Lingyin Road, Xihu District, Hangzhou City, 310000, People’s Republic of China, Email qjp0007@126.comBackground: Neck-type cervical spondylopathy (NTCS), a common degenerative disorder affecting the spine, poses challenges for patients and society. Research has demonstrated the effectiveness of traditional tuina techniques in treating NTCS, although some limitations still exist. …”
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Concurrent IgG4-related membranous nephropathy and proliferative diabetic kidney disease: a diagnostic dilemma and therapeutic strategy in long-standing diabetes by Yue Yang, Binbin Guo, Xianqiao Li, Shuhua Duan

“…Abstract Background IgG4-related kidney disease (IgG4-RKD) overlapping with diabetic nephropathy (DND) poses diagnostic challenges in terms of histopathological mimicry. …”
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A novel integration of multi-stocked gated variant recurrent units and Kolmogorov-Arnold tuned deep training networks for anchoring the intrusion detection against computer attacks by M. Saritha, Saidireddy Malgireddy

“…An adaptive increase in the traffic communication between the smart gadgets poses the serious barriers in safeguarding the gadgets against potential security breaches. …”
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Identifying distinctions between undergraduate and graduate global health programs by Elisabeth Fost Maring, Naheed Ahmed

“…The development of undergraduate global health programs poses important questions for program administrators in terms of developing competencies and navigating overlap between undergraduate and graduate programs. …”
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High-accuracy PM2.5 prediction via mutual information filtering and Bayesian-Optimized Spatio-Temporal Convolutional Networks by Wanyu Wang

“…Abstract Air pollution, particularly fine particulate matter (PM2.5), poses severe threats to human health and ecological sustainability, rendering accurate prediction of PM2.5 concentrations imperative for proactive public health interventions and evidence-based policy-making. …”
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Experimental Study of K-Band Broadband Antenna Array Using Artificial Inhomogeneous Dielectric Structures by Anton M. Aleksandrin, Yury P. Salomatov

“…A K-band broadband antenna array configuration operating over the 18…26 GHz range was pro-posed. It was found that the period of the array equals 2.25 wavelengths at the highest operating frequency. …”
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Solid Waste Treatment Using Multi-Criteria Decision Support Methods Case Study Lattakia City by Raed Jafar, Zahraa Alhindawee, Haytham Shahin, Adel Awad

“…Therefore, solid waste management poses a special challenge to decision-makers by choosing the appropriate tool that supports strategic decisions in choosing municipal solid waste treatment methods and evaluating their management systems. …”
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Privacy-Preserving U-Net Variants with pseudo-labeling for radiolucent lesion segmentation in dental CBCT by Amelia Ritahani Ismail, Faris Farhan Azlan, Khairul Akmal Noormaizan, Nurul Afiqa, Syed Qamrun Nisa, Ahmad Badaruddin Ghazali, Andri Pranolo, Shoffan Saifullah

“…This study proposes a privacy-preserving segmentation framework leveraging multiple U-Net variants—U-Net, DoubleU-Net, U2-Net, and Spatial Attention U-Net (SA-UNet)—to address challenges posed by limited labeled data and patient confidentiality concerns. …”
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Personería gremial y conflicto colectivo en Argentina: la experiencia de los Metrodelegados (2015-2019) by Jorge Rubén Afarian

“…Sin perjuicio de ello, se apela y utiliza la normativa para afianzar el poder “real”, en los hechos, que posee el sindicato de subterráneo.…”
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Angiopoietin-Like 8 in Gestational Diabetes Mellitus: Reduced Levels in Third Trimester Maternal Serum and Placenta, Increased Levels in Cord Blood Serum by Junhua Yuan, Di Zhang, Yunyang Wang, Zhen Zhu, Qian Lin, Manwen Li, Weizhen Zhong, Jing Han, Fengsen Xu, Jing Dong

“…Gestational diabetes mellitus (GDM) poses a significant health risk to pregnant women, and thus exploring the potential underlying mechanism is highly desirable. …”
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Exploring the Challenges in Covering Dental Services through Complementary Insurance in Iran: A Qualitative Study by Zahra Pouraskari, Reza Yazdani, Hossein Hessari

“…The inclusion of costly dental services in insurance plans poses a significant challenge for all parties involved in the insurance sector. …”
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High-Speed 6DoF Tool Monitoring Using a Low-Cost Photogrammetric System by Ben Sargeant, Pablo Puerto, Charles Richards, Ibai Leizea, Asier Garcia, Stuart Robson

“…However, monitoring of high-speed components, such as cutting heads, presents several unique challenges that existing systems struggle to meet. …”
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Drone-based medical delivery in the extreme conditions of Himalayan region: a feasibility study by Vikram Singh, Manoj Murhekar, Rajni Kant, Sumit Aggarwal, Ashok Kumar Pandey, Kuldeep Nigam, Tanuja Mishra

“…This study aims to investigate the feasibility of using drones for delivering essential medical supplies in Keylong, Himachal Pradesh, situated amidst the Middle Himalayan Range, where heavy snowfall during peak winter restricts access to remote regions, posing logistical hurdles for healthcare provision.Methods This cross-sectional used a mixed-method approach alongside assessing the drone-based medical delivery. …”
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Should Aerial Drones Replace Flux Chambers and Wind Tunnels to Sample Odorous Atmospheres Emitted by Area Sources? by Jean-Michel Guillot, Toon Van Elst

“…Moreover, these methods present lots of drawbacks: difficulty to place devices on a surface (without leaks on a solid surface or with acceptable floatability on a liquid source); difficulty for operators to place and move the device in different locations; necessity to have odourless flux air for inlet in the device, limitation in surface that is effectively sampled… So, without a clear method for sampling, without consensus about values obtained using FC and WT, the question of a paradigm shift using aerial drones is clearly posed to improve assessment of real emission rates from large area sources and their impact after dispersion. …”
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HYBRID WLS-KF APPROACH FOR REAL-TIME STATE ESTIMATION IN AUTOMATED DISTRIBUTION GRIDS by Abdulrafiu Yusuf, Olalekan Ogunbiyi, Lambe Mutalub Adesina, Bashiru Olalekan Ariyo

“…The primary objective is to create a method that can address the challenges posed by DERs and dynamic load conditions in distribution grids. …”
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Association between VEGF gene polymorphisms and breast cancer risk by Hala Osman, Mozan Hassan, Mohamed Alfaki, Ghada Haj-Ali

“…Introduction: Breast cancer (BC) poses a significant global health challenge. In Sudan, the absence of a national cancer registry has resulted in an underestimation of BC incidence. …”
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La redacción: un diálogo entre el arte y la interdisciplinariedad by Carlos José Blandón Ruiz

“…El análisis del tema adopta un perfil educativo, pues subraya la importancia sustantiva que posee no solo el diálogo académico docente-discente, sino también la recursividad en la producción de textos más estructurados y coherentes. …”
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