Distribution and Evolution of Chorus Waves Modeled by a Neural Network: The Importance of Imbalanced Regression by Xiangning Chu, Jacob Bortnik, Wen Li, Xiao‐Chen Shen, Qianli Ma, Donglai Ma, David Malaspina, Sheng Huang

“…Since data imbalance is ubiquitous and inherent in space physics and other physical systems, imbalanced regressive methods deserve more attention in space physics.…”
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Epidemiology of chronic and acute pancreatitis in India (EPICAP-India): protocol for a multicentre study by Sanjeev Kumar, Saransh Jain, Vineet Ahuja, Rakesh Kumar, Anand Krishnan, Pankaj Bhardwaj, Shalimar, Nitya Wadhwa, Ashish Agarwal, Deepak Gunjan, Sudipta Dhar Chowdhury, Anoop Saraya, Saurabh Kedia, Govind K Makharia, Pramod Kumar Garg, Ritvik Amarchand, Deepti Dabar, Rajib Sarkar, Gopal Krishna Dhali, Anmol Gupta, Shivendra Singh, Divya Pillai, Vineeta Baloni, Subhra Samujjwal Basu, Bikash Choudhury, Soumi Das, Pradeep Deshmukh, Krishnadas Devadas, Nitika Monga, Sumit Rungta, Brij Sharma, Chintha Sujatha

“…Introduction Acute and chronic pancreatitis (CP) are inflammatory conditions of the pancreas that cause local and systemic complications. The epidemiology of these conditions are not well-known in India.Methods and analysis We describe the protocol and procedures of a multicentre study for delineating the epidemiology of pancreatitis in India. …”
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Adapting the World Health Organization’s Surgical Safety Checklist to High-Income Settings: A Hybrid Effectiveness-Implementation Trial Protocol by Nathan Turley, MA, MBA, Karolina Kogut, BA, Barbara Burian, PhD, Rachel Moyal-Smith, DrPH, PA-C, James Etheridge, MD, MPH, Yves Sonnay, MScPH, William Berry, MD, MPH, Alan Merry, MD, MBChB, Alexander Hannenberg, MD, Alex B. Haynes, MD, MPH, Roger D. Dias, MD, PhD, MBA, Kathryn Hagen, MD, George Molina, MD, MPH, Lisa Spruce, DNP, RN, Carla Williams, RN, MHSM, Mary E. Brindle, MD, MPH, FRCSC

“…Additionally, patient outcome and OR efficiency data will be collected from the study sites’ health surveillance systems. Data analysis:. Statistical data will be analyzed using Statistical Product and Service Solutions, while qualitative data will be analyzed thematically using NVivo. …”
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STATISTICAL METHODS TO IMPROVE THE QUALITY ASSESSMENT OF CLINICAL AUDIT RESULTS by Taras Gutor, Andriy Zimenkovsky, Zoriana Mysak

“…The methods applied in the current study included systemic approach and analysis, structural and logical analysis, correlation and regressive analysis, calculation of relative values. …”
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Array Coil Design and Experimental Verification for Separation of Tower Grounding Pulsed Eddy Current Excitation and Response Magnetic Field Signals by Zhiwu Zeng, Zheng Guo, Fan Gan, Yun Zuo, Xu Tian, Xinxun Wang, Zhichi Lin, Wanyi Zhu, Xiaotian Wang, Jingang Wang

“…The experimental results at different measuring points prove that the array coil structure proposed in this paper can separate well the magnetic field generated by the excitation signal, improve the effective resolution time, avoid the loss of shallow information, and improve the operational stability of power transmission systems.…”
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Contextual factors influencing the use of digital health by patients and physicians in primary care: a scoping review protocol by Katarzyna Luchowska, Małgorzata Chmielewska, Katarzyna Byszek, Agata Olearczyk, Anna Gawrońska, Barbara Więckowska

“…Introduction Integrating digital health technologies to improve the overall performance of healthcare systems counts among the top priorities of the WHO. …”
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Analyzing the cancer mortality-to-incidence ratios and health expenditures in the aging population: a 20-year comparative study across high-income countries by Majed Ramadan, Shadell AlGhamdi, Rawiah Alsiary

“…The implications are profound, suggesting an impending strain on healthcare systems, particularly in nations with a high proportion of elderly and low health expenditures.…”
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Physical and Chemical Properties of Biodiesel Obtained from Amazon Sailfin Catfish (Pterygoplichthys pardalis) Biomass Oil by F. Anguebes-Franseschi, A. Bassam, M. Abatal, O. May Tzuc, C. Aguilar-Ucán, A. T. Wakida-Kusunoki, S. E. Diaz-Mendez, L. C. San Pedro

“…Amazon sailfin catfish (Pterygoplichthys pardalis) is considered one of the greatest threats to the biodiversity of continental aquatic systems, causing serious economic and environmental problems in the regions. …”
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MANDIBULR CONDYLE FRACTURE MANAGEMENT OUTCOME IN DEPARTMENT OF PLASTIC RECONSTRUCTIVE AND AESTHETIC SURGERY, DR. SOETOMO GENERAL ACADEMIC HOSPITAL (2015-2018) by Lobredia Zarasade, Iswinarno Doso Saputro, Nadia Tamara Putri

“…Highlights: • The management of mandibular condyle fractures is determined based on patient age, fracture type, systemic health, other maxillofacial fractures, and dental conditions factors…”
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IUPHAR review: Targeted therapies of signaling pathways based on the gut microbiome in autism spectrum disorders: Mechanistic and therapeutic applications by Abdullah Al Mamun, Peiwu Geng, Shuanghu Wang, Chuxiao Shao, Jian Xiao

“…In addition, this review discusses the interactions between gut microbiota and the immune, metabolic and neuroendocrine systems, focusing on crucial microbial metabolites including short-chain fatty acids (SCFAs) and several neurotransmitters. …”
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Prevalence and predictors of confirmed infection in patients receiving empiric antimicrobials in the intensive care unit: a retrospective cohort study by Luis Carlos Maia Cardozo Júnior, Larissa Bianchini, Jakeline Neves Giovanetti, Luiz Marcelo Almeida de Araújo, Yuri de Albuquerque Pessoa dos Santos, Bruno Adler Maccagnan Pinheiro Besen, Marcelo Park

“…Background: Infection diagnosis in Intensive Care Units (ICUs) is a challenge given the spectrum of conditions that present with systemic inflammation, the illness severity and the delay and imprecision of existing diagnostic methods. …”
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Pursuit on the plane by objects moving away from the trajectory of defending object, with simulation of detection area by A. А. Dubanov, T. V. Ausheev

“…The model is developed using computer mathematics systems. Based on the results of the research, animated images are created. …”
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Multiorgan proteomic analysis of infected animal models predict potential host factors for chikungunya virus by Dongdong Lin, Cong Tang, Junbin Wang, Yun Yang, Hao Yang, Yanan Zhou, Wenhai Yu, Bai Li, Qing Huang, Haixuan Wang, Ran An, Xiaoming Liang, Yuhuan Yan, Longhai Yuan, Xuena Du, Yuxia Yuan, Yanwen Li, Shuaiyao Lu

“…This research underscores the need for appropriate animal models in CHIKV studies and informs the development of targeted therapies to address its systemic effects.…”
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Natural pozzolan as a sustainable cement replacement in high-performance concrete: Effects on mechanical properties, durability, and microstructural development by Yakoub Derrouiche, Djamel Achoura, Jacqueline Saliba, Franck Cassagnabère

“…These results support the potential of using ternary binder systems with NP in creating eco-friendly HPC, achieving a good balance between environmental advantages and improved durability.…”
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Challenges in academic performance among nursing students during flood disasters at a University in Dagupan City by Jordan Llego, Princess Erika Permison, Nicole Imbuido, Mikaella Concepcion, Lara Jane Caneja, Francine Joy Zaulda

“…This improvement underscores the importance of robust support systems, including disaster-related health education and flexible academic policies to manage unexpected disruptions. …”
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Burden of type 2 diabetes and its relationship with human development index in Asian countries: Global Burden of Disease Study in 2019 by Seyed Ahmadreza Alinaghian, Shokoufeh Hamidzadeh, Afsaneh Badrizadeh, Zaher Khazaei, Amirhossein Souri, Victoria Momenabadi, Elham Goodarzi

“…Abstract Background The mounting burden of type 2 diabetes is a major concern in healthcare systems worldwide. The purpose of this study is to investigate Burden of type 2 diabetes and its relationship with human development index in Asian countries. …”
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Understanding uncertainties in the satellite altimeter measurement of coastal sea level: insights from a round-robin analysis by F. Birol, F. Bignalet-Cazalet, M. Cancet, M. Cancet, J.-A. Daguze, W. Fkaier, E. Fouchet, E. Fouchet, F. Léger, C. Maraldi, F. Niño, M.-I. Pujol, N. Tran

“…These observations have greatly improved our knowledge of the open ocean and are now an essential component of many operational marine systems and climate studies. But the use of altimetry close to the coast remains a challenge from both a technical and scientific point of view. …”
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Application of Nano-Titanium Dioxide in Food Antibacterial Packaging Materials by Jiarui Li, Dequan Zhang, Chengli Hou

“…This review aims to provide a whole comprehensive understanding of novel antibacterial packaging systems based on nano-TiO₂.…”
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Therapeutic Decision Making in Hepatocellular Carcinoma According to Age and Child–Pugh Class: A Nationwide Cohort Analysis in South Korea by Sunmin Park, Chai Hong Rim, Young Kul Jung, Won Sup Yoon

“…In CPC C, transarterial therapy and systemic therapy were attempted in 15.4% and 5.8% of patients, respectively. …”
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Amphotericin B Encapsulation in Polymeric Nanoparticles: Toxicity Insights via Cells and Zebrafish Embryo Testing by Magno Maciel-Magalhães, Renata Jurema Medeiros, Nayara Cecília do Couto Guedes, Thais Morais de Brito, Gabriele Fátima de Souza, Beatriz Rodrigues Canabarro, Fausto Klabund Ferraris, Fábio Coelho Amendoeira, Helvécio Vinicius Antunes Rocha, Beatriz Ferreira de Carvalho Patricio, Isabella Fernandes Delgado

“…However, its clinical application is constrained because of its poor oral bioavailability and adverse effects, prompting the investigation of alternative drug delivery systems. Polymeric nanoparticles (PNPs) have gained attention as a potential drug delivery vehicle, providing advantages such as sustained release and enhanced bioavailability, and could have potential as AmB carriers. …”
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