Global road extraction using a pseudo-label guided framework: from benchmark dataset to cross-region semi-supervised learning by Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, JunJue Wang, Dingyuan Chen, Yu Su

“…Recent advancements in satellite remote sensing technology and computer vision have enabled rapid extraction of road networks from massive, Very High-Resolution (VHR) satellite imagery. However, current road extraction methods face the following limitations: 1) Insufficient availability of accurate and diverse training datasets for global-scale road extraction; 2) Costly and time-consuming manual labeling of millions of road samples; and 3) Limited generalization ability of deep learning models across diverse global contexts, resulting in better performance for regions well-represented in the training dataset, but worse performance when faced with domain gaps. …”
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Apolipoprotein L1 (APOL1): Consideration of Molecular Evolution, Interaction with APOL3, and Impact of Splice Isoforms Advances Understanding of Cellular and Molecular Mechanisms o... by Razi Khalaila, Karl Skorecki

“…In the absence of a consistent mechanistic explanation for differential kidney injury, we propose pursuing three interrelated avenues of investigation informed by prior epidemiological and mechanistic evidence linking them to APOL1’s cytotoxicity: (1) Molecular evolution of APOL1 haplotypes in human populations, (2) APOL1 splicing and consequent splice isoforms, (3) Interaction of APOL1 with other APOL gene family members, prioritizing APOL3. In the current study, we use reanalysis of population genetics datasets to resolve the haplotype contexts of all protein-altering APOL1 variants, uncovering previously unrecognized variant–haplotype couplings. …”
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Improving follow-up imaging practices for patients with community-acquired pneumonia by Meirian Evans, Aazaz Rehman, Joseph Marchant, Matthew Pavitt, Rachel Buxton-Thomas

“…Introduction: The incidence of lung cancer in patients presenting to hospital with community-acquired pneumonia (CAP) is variably reported as 1–9.2%.1–3 The radiographic features of pneumonia and lung cancer can be similar. Therefore, in the context of lower respiratory tract symptoms, a malignancy visible on a chest X-ray may be missed.The British Thoracic Society (BTS) guidelines for the management of CAP in adults (2009) recommend that high-risk patients (aged >50 and current or ex-smokers) with consolidation on a chest X-ray should be followed up with a repeat chest X-ray 6 weeks after their initial presentation to ensure resolution of changes and to exclude an underlying malignancy.3Initial audit data in our local respiratory department showed that 41% of patients were incorrectly not followed up with repeat imaging. …”
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Canine Distemper Virus in Mexico: A Risk Factor for Wildlife by Juan Macías-González, Rebeca Granado-Gil, Lizbeth Mendoza-González, Cesar Pedroza-Roldán, Rogelio Alonso-Morales, Mauricio Realpe-Quintero

“…Through an extensive review of recent scientific literature about CDV disease in wildlife that has been published in local and international databases, the findings were connected with the current needs of information from a local to global perspective, and conclusions were made to broaden the context of Mexican epidemiological scenarios as closely related to the neighboring regions.…”
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Leveraging Administrative Health Databases to Address Health Challenges in Farming Populations: Scoping Review and Bibliometric Analysis (1975-2024) by Pascal Petit, Nicolas Vuillerme

“…ObjectiveWe aimed to explore the reuse of AHDs in addressing health issues within farming populations by summarizing the current landscape of AHD-based research and identifying key areas of interest, research gaps, and unmet needs. …”
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RETRACTED: Gyrotactic Motile Microorganisms Impact on Pseudoplastic Nanofluid Flow over a Moving Riga Surface with Exponential Heat Flux by Hassan Waqas, Mowffaq Oreijah, Kamel Guedri, Sami Ullah Khan, Song Yang, Sumeira Yasmin, Muhammad Ijaz Khan, Omar T. Bafakeeh, El Sayed Mohamed Tag-ElDin, Ahmed M. Galal

“…From the results, it was noted that the velocity field was increased via a larger mixed convection parameter. …”
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SOCIAL CONSTRUCTION OF TUBERCULOSIS by Andrei DOBRE

“…Despite the medical knowledge about the disease, analizing it from a sociological and anthropological point of view could generate a better understating of the disease, it’s social factors and the complexity of the context. Being the leading cause of death among the socio-professionally active population, with approximately 2 million deaths annually, prior to the establishment of certain control and surveillance measures, it is necessary to we understand the social factors and the costs of the disease, elements that increase the risk of infection / death, and what are the needs and services to be addressed. …”
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Tasks of practical content as a means of qualitative mathematical training of education seekers by Bilichenko Roman, Konareva Svitlana, Tkachenko Maryna, Traktynska Viktoriia

“…Research results indicate that currently most students in Ukraine are not interested in mathematical subjects and are ready to solve practical problems. …”
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Teaching communication skills to OTL-HNS residents: multisource feedback and simulated scenarios by Pier-Luc Beaudoin, Mathilde Labbé, Amanda Fanous, Meredith Young, Jamie Rappaport, Yoon Soo Park, John Manoukian, Lily H. P. Nguyen

“…Abstract Background Effective communication has been linked to a reduction in adverse events and improved patient compliance. Currently in Otolaryngology – Head and Neck Surgery (OTL-HNS) residency programs, there is limited explicit teaching of communication skills. …”
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Expanding a primary care nurse practitioner fellowship to support rural and underserved pediatric patients in the US by Aaron Carpenter, Catherine Haut, Sarah Wawrzynski, Stacey Bachman, Lisa Kelly

“… Context: A significant shortage of primary care and mental healthcare providers currently exists in the US and is predicted to worsen, emphasizing the imperative for mental health training and collaboration within primary care settings, especially in rural and underserved areas. …”
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Epidemiology of Horsepox. The New Aspects by L. F. Stovba, A. A. Petrov, S. A. Melnikov, O. V. Chukhralia, N. K. Cherniкova, S. V. Borisevich

“…Although horsepox is currently considered extinct, its pathogen may persist in unknown reservoirs. …”
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Research Influence оf Nitrogen оn Formation Condensate Loss During the Development оf the Chayandinskoye Field by R. K. Dobrolyubova, E. I. Inyakina, I. I. Krasnov

“…Introduction. Currently, when calculating reserves and designing the development of oil and gas condensate fields, the priority is to achieve the highest possible and economically viable condensate recovery factor. …”
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Specimens and culture media for the laboratory diagnosis of typhoid fever by John Wain, To Song Diep, Phan Van Be Bay, Amanda L. Walsh, Ha Vinh, Nguyen M. Duong, Vo Anh Ho, Tran T. Hien, Jeremy Farrar, Nicholas J. White, Christopher M. Parry, Nicholas P. J. Day

“…For 263 positive stool cultures, selenite F and selenite mannitol performed equally well and culturing 2 g rather than 1g increased the isolation rate by 10.5%. Conclusions: For the diagnosis of typhoid fever by blood culture the medium should be a rich nutrient broth containing a lysing agent. …”
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The Indirect Risk of Wind Turbines to Seveso Establishments by Karola Imbrechts, Bruno Reiners

“…Currently, climate change and renewable energy are hot topics. …”
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Climate science for 2050 by Guy Brasseur, Guy Brasseur, Detlef Stammer, Pierre Friedlingstein, Pierre Friedlingstein, Gabriele Hegerl, Tiffany Shaw, Kevin Trenberth, Kevin Trenberth, Jadwiga Richter, Carolina Vera, André Berger, Helen Cleugh, Steve Easterbrook, Paul Edwards, Daniela Jacob, Michael Mann, Valérie Masson-Delmotte, Gavin Schmidt, Mary Scholes, Thomas Stocker, Martin Visbeck, Guoxiong Wu

“…Finally, we speculate about the values and ethics of climate science and the nature of climate research in a world that will be increasingly affected by global warming in a geopolitical context very different from that of recent decades.…”
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The water level regime of periglacial lakes during the growth stage (the lakes of the Tavan-Bogdo-Ola mountain massif, South-Eastern Altai) by V. A. Rasputina, G. V. Pryakhina, D. A. Ganyushkin, D. V. Bantcev, N. A. Paniutin

“…Assessment of the dynamics of high-altitude glacial lakes is becoming increasingly important in the context of modern climate instability. …”
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Metabolizable energy and digestible nutrient values of protease-supplemented field pea for broiler chicken by Tofuko A. Woyengo, Anna Rogiewicz, Robert Patterson

“…Results indicate that the protease product used in the current study marginally reduced the SID of AA for both SBM and field pea. …”
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Larvul Ngabal Law as A Regulation in Marine Resources Management In Kei Islands, Southeast Maluku Regency by La Ode Angga, Barzah Latupono, Ahmad Yani Renuat, Rini Atbar

“…Results of the Research: The existence or existence of law Larvul Ngabal Currently, it is increasingly existing, this can be seen from the increasingly advanced society of Southeast Maluku and have the same feelings in a group, where they stay in one place because they come from from the same genealogy or descent. …”
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The role of nanotechnologies in diagnostics and treatment of female reproductive system cancer by Z. R. Faizullina, A. A. Zhilenko, A. Kh. Islamgulov, E. A. Chernaya, A. I. Tochieva, A. A. Sanova, D. A. Dryaeva, S. Sh. Khaknazarov, T. R. Gazizov, M. M. Otadzhonov, Kh. A. Merzhoeva, E. V. Malikova, V. A. Glazepa, A. K. Matviets

“…Nanotechnologies show prominent potential in improving EC treatment despite that their role in this context remains understudied compared to other types of female reproductive system cancer.Conclusion. …”
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COZMIC. III. Cosmological Zoom-in Simulations of Self-interacting Dark Matter with Suppressed Initial Conditions by Ethan O. Nadler, Rui An, Daneng Yang, Hai-Bo Yu, Andrew Benson, Vera Gluscevic

“…In particular, P ( k ) suppression that saturates current warm DM constraints almost entirely erases core collapse in isolated halos. …”
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