Abnormality-aware multimodal learning for WSI classification by Thao M. Dang, Qifeng Zhou, Yuzhi Guo, Hehuan Ma, Saiyang Na, Thao Bich Dang, Jean Gao, Junzhou Huang

“…Furthermore, these methods frequently rely on feature extractors pretrained on natural images, which are not optimized for pathology tasks, and overlook multimodal data sources such as cellular and textual information that can provide critical insights. …”
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Sustainable recovery of rare Earth elements from industrial waste: A path to circular economy and environmental health by Pranav Prashant Dagwar, Syed Suffia Iqbal, Deblina Dutta

“…Advanced methods, including bio-metallurgy, have optimized recovery, achieving 80–95% efficiency for elements like Yttrium, Cerium, Neodymium, and Thorium. …”
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Unraveling the discrepancies between Eulerian and Lagrangian moisture tracking models in monsoon- and westerly-dominated basins of the Tibetan Plateau by Y. Li, Y. Li, Y. Li, C. Wang, C. Wang, Q. Tang, S. Yao, B. Sun, B. Sun, H. Peng, S. Xiao, S. Xiao, S. Xiao

“…In this study, we compare the most widely used Eulerian and Lagrangian moisture tracking models over the TP, i.e., WAM2layers (the Water Accounting Model – 2 layers) and FLEXPART-WaterSip (the FLEXible PARTicle dispersion model coupled with the “WaterSip” moisture source diagnostic method), specifically focusing on a basin governed by the Indian summer monsoon (Yarlung Zangbo River basin, YB) and a westerly-dominated basin (upper Tarim River basin, UTB). …”
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Modern Aspects of Cataract Surgery from the Standpoint of the Medical and Social Health Model. Review by V. V. Neroev, N. I. Ovechkin

“…In this direction, the practical application of the «FEC-22» QOL assessment technique will ensure an increase in the level of clinical diagnostic research in cataract surgery when solving a number of urgent problems — comparative evaluation of IOLs, study of the effectiveness of postoperative rehabilitation methods for patients, selection of the optimal formula for calculating IOLs. …”
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Qualitative Performance Indicators of a Ripping-and-Separating Machine for Soil Cultivation by Yu. N. Syromyatnikov

“…The information for the study has been obtained as a result of the analysis of literary sources. (Conclusion) The experimental machine for optimizing the agrophysical properties of the ploughed soil layer allows increasing the structural coefficient by about 2.5 times as compared with traditional cultivators. …”
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Impact of glioma metabolism-related gene ALPK1 on tumor immune heterogeneity and the regulation of the TGF-β pathway by YaoFeng Hu, Sen Qin, RuCui Deng

“…Therefore, exploring the molecular subtyping of gliomas, identifying novel prognostic biomarkers, and understanding the characteristics of their immune microenvironments are crucial for improving treatment strategies and patient outcomes.MethodsWe integrated glioma datasets from multiple sources, employing Non-negative Matrix Factorization (NMF) to cluster samples and filter for differentially expressed metabolic genes. …”
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Health Benefits of (Poly)phenols from Cherries: A Review of Clinical Trials by Alessandro Colletti, Giancarlo Cravotto, Atanasio De Meo, Marzia Pellizzato, Enzo Luigi Riccardi, Marco Marchetti

“…Cherries are well known to be a rich source of (poly)phenols, especially anthocyanins, with exhibited antioxidant and anti-inflammatory properties. …”
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An End-to-End Solution for Large-Scale Multi-UAV Mission Path Planning by Jiazhan Gao, Liruizhi Jia, Minchi Kuang, Heng Shi, Jihong Zhu

“…Furthermore, their dependence on iterative optimization renders them unsuitable for large-scale real-time applications. …”
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MODERN VIEWS ON TOOTH WHITENING by O.S. Kyrmanov, A.V. Lemeshko

“…Purpose. Analysis of the sources of scientific and medical information about the features of tooth whitening by various methods and their effectiveness with the presentation of their own clinical examples. …”
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THE USE OF LOW-INTENSITY RADIATION IN TREATMENT OF PERIODONTAL TISSUE DISEASES (LITERATURE REVIEW) by E.M. Danko, Ye.Ya. Kostenko, S.B. Kostenko, V.V. Pantyo

“…Laser radiation shows anti-inflammatory, antimicrobial, immunomodulatory and desensitizing effect, stimulates tissue reparation, and also reduces histohemmatic barriers in the inflammatory process, reduces gum hyperemia, which indicates the high efficiency of this method in optimizing the processes of restoring periodontal structures. …”
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Flavonoids from Clerodendrum genus and their biological activities by Meiske Naomi Mamuaja, Tati Herlina, Rymond Jusuf Rumampuk, Iman Permana Maksum, Yaya Rukayadi

“… Background and purpose: Many studies have been performed to identify new sources, their optimal isolation, and the biological activities of flavonoids due to nutraceutical, pharmaceutical, and cosmeceutical properties. …”
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Sustainable technology for coconut processing: Biomass-powered dryer and performance evaluation by C. Naveen Prabhu, S. Dhanushkodi, K. Sudhakar

“…Additionally, these methods can be labor-intensive and susceptible to contamination. …”
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Systemic therapy for anaplastic thyroid cancer: a literature review by E. S. Dzhelialov, I. V. Sleptsov, R. A. Chernikov, N. I. Timofeeva, A. M. Belousov

“…Based on the results obtained, the most optimal treatment modality appears to be combination therapy (targeted therapy + immunotherapy). …”
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Clinical approbation today: analysis of current problems and solutions by V. V. Omelyanovskiy, D. V. Lukyantseva, T. I. Alekseeva, Yu. V. Voropaeva, T. A. Tomilina, R. A. Teryan, A. O. Gadzhieva

“…Objective: description of the current problems concerning the development and conducting of a protocol of clinical approbation (CA) of methods of prevention, diagnosis, treatment and rehabilitation to optimize the implementation of innovative medical technologies in practical health care through CA.Material and methods. …”
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Pioneering innovations in biodegradable packaging for meat products: Exploring intelligent pH indicator films by Sana Mohammadi, Sajad Pirsa, Farzad Mirab toupchi

“…The aim of this article is to thoroughly examine the characteristics of various packaging methods, detailing the properties and advantages of each within the meat and meat product industry. …”
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Development of technological equipment for restoration of rolled wheeled pairs of railway wagons by V. V. Savinkin, I. V. Shagaev, S. V. Savinkin, V. N. Kuznetsova, A. V. Sandu

“…This approach is not technically and economically feasible.Materials and methods. This article presents the results of the strength calculation of the main moments of forces and dynamic loads per wheel pair. …”
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Cutting-edge developments in plastic biodegradation and upcycling via engineering approaches by Zeinab Rezaei, Amir Soleimani Dinani, Hamid Moghimi

“…This review focuses on engineering approaches for enhancing plastic removal and the methods of depolymerization and upcycling processes of various microplastics. …”
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Statistical Relations of The Agricultural Workforce in the Rural of ‎Ramadi ‎District by Hind Waleed Farhan, Khalid Akbar Abdullah

“…The ‎study emphasized the importance of supporting agricultural training programs and ‎developing workers' skills in order to achieve optimal use of human resources in this ‎vital sector.‎…”
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RNA signaling in medicinal plants: An overlooked mechanism for phytochemical regulation by Esther Ugo Alum, Chidozie Dennis Udechukwu, David Chukwu Obasi

“…This mini review explores the role of RNA signaling in regulating phytochemical production in medicinal plants, highlighting its potential for optimizing their therapeutic potential. Methods: This mini review integrates insights from recent studies published in Scopus and Web of Science (2019–2025) on RNA-mediated signaling, including small RNAs (sRNAs), long non-coding RNAs (lncRNAs), and messenger RNAs (mRNAs). …”
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Pelaksanaan Pengangkatan dan Pemindahan Pejabat Administrator Oleh Pejabat Pembina Kepegawaian di Lingkungan Pemerintah Daerah by Nur Ghufran Azoumy, Dodi Haryono, Separen Separen

“…The data sources used are primary data and secondary data. …”
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