AI-augmented pathology: the experience of transfer learning and intra-domain data diversity in breast cancer metastasis detection by Manuel Cossio, Nina Wiedemann, Esther Sanfeliu Torres, Esther Barnadas Sole, Laura Igual

“…Our experiments demonstrated that integrating an external dataset (Camelyon16) during training significantly improved model performance, surpassing the benefits of data augmentation alone. The optimal model, trained on both external and local data, achieved an accuracy and F1-score of 0.98, outperforming existing state-of-the-art methods.ConclusionsThis study demonstrates that transfer learning architectures, when enhanced with multi-source data integration and interpretability frameworks, can significantly improve metastatic detection in whole slide imaging. …”
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Knowledge and self-care practice among patients with hypertension in tertiary public hospitals of Addis Ababa, Ethiopia: A multicenter cross-sectional study by Freweini Gebremeskel Gebresilase, Yohannes Ayalew Bekele, Ketema Bizuwork Gebremedhin, Boka Dugassa Tolera

“…This study aimed to evaluate the level of knowledge and self-care practice among hypertensive patients in Addis Ababa, Ethiopia. Methods: A facility-based cross-sectional study was conducted among 413 hypertensive patients using simple random sampling methods. …”
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Investigation on a smart textile heating concept for energy consumption-optimised heat transfer by Robin Oberlé, Robert T. Boich, Brikena Shazimani, Thomas Gries

“… Conventional non-stationary artificial heating methods, such as infrared radiators, have various deficits: The heat fields are small, their range is short, and the installation options are limited. …”
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IKEChecker: grammar-guided stateful fuzzer for IKE protocol implementions by ZHENG Yonghui, ZHAO Dongliang, GU Chunxiang, ZHANG Xieli

“…Utilizing the aforementioned methods, an IKE protocol stateful fuzz testing tool named IKEChecker was implemented, supporting testing of both IKEv1 and IKEv2 protocols. …”
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Emerging Trends in the Integrating Remote Sensing and Machine Learning for Groundwater Resources Management: A Bibliometric Study by Abolfazl Akbarpour, Moein Tosan, Raziyeh Shamshirgaran

“…The integration of multi-source remote sensing data (including data from new-generation satellites and aerial platforms) with advanced artificial intelligence algorithms (such as deep neural networks, physics-informed models, and reinforcement learning methods) is expected to become a central focus for leading researchers in hydrology, water resources, and machine learning engineering. …”
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Introduction to the Integrated Nutrient Management Strategies and Their Contribution to Yield and Soil Properties by Mostafa Mohamed Selim

“…So, the key component of the INM goal is to reach the eco-friendly practice through the harmonious properties of both sources by making a combination that can be used for decreasing the enormous use of chemical fertilizers and accreting a balance between fertilizer inputs and crop nutrient requirement, maintaining the soil fertility, optimizing the level of yield, maximizing the profitability, and subsequently reducing the environmental pollution. …”
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Can eating nuts reduce the risk of dementia? - narrative review by Ewa Malaka, Martyna Byrska, Marlena Zubiak, Hanna Barska-Kobylińska, Marta Janura, Sara Langner

“…Aim of the Study: The aim of this study is to review the available research on the effect of nut intake on the risk of developing dementia and to analyze the biological mechanisms that may explain this association. Materials and Methods: A review of available studies on the association between nut consumption and dementia risk was conducted. …”
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H2-free hydrodeoxygenation of microalgae biomass using Pd-Ni/γ-Al2O3 bimetallic nanocatalyst in the supercritical environment by Somayeh Zonoubi, Mohammad Barati, Mohammad Ghanbari, Masood Hamadanian

“…FTIR, XRD, BET, and TEM were the methods used to characterize the catalysts. More than 47% of the final product, in the absence of the catalysts, was made up of LCHs (C8–C18). …”
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In Vitro Production of Plantlets and Microrhizomes, Genetic Fidelity Assessment, and Metabolic Profiling of <i>Boesenbergia rotunda</i> (L.) Mansf. by Kankamon Thepthong, Supanath Kanjanawattanawong

“…These findings support the development of efficient micropropagation methods and highlight MRZ as a source of diverse bioactive compounds, contributing to the medicinal value of <i>B. rotunda</i> in sustainable and large-scale production.…”
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The Effect of Land Clearing Techniques on the Chemical and Biological Character of Soil in Sugarcane Fields by Anna Kusumawati, Lintang Panjali Siwi Pambayun

“…Therefore, this study recommends that sugarcane residues be returned to the land as a source of organic matter to maintain soil health, biodiversity, and optimal productivity.…”
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A review of mangrove degradation assessment using remote sensing: advances, challenges, and opportunities by Shan Wei, Hongsheng Zhang, Jing Ling

“…We summarized the remote sensing approaches employed, the specific proxies or indicators derived from remote sensing data to characterize mangrove degradation, the primary remote sensing datasets utilized and remote sensing image classification methods. We also identified the key challenges (e.g. lack of optimal proxies, confusions between true degradation and natural variability) and emerging opportunities for future research in the remote sensing-based assessment of mangrove degradation. …”
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Intelligent Data Reduction for IoT: A Context-Driven Framework by Laercio Pioli, Douglas D. J. De Macedo, Daniel G. Costa, Mario A. R. Dantas

“…It is technique-agnostic, scalable, and adaptable to any DR method with available training data, acting as an open decision-support solution. …”
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Study on ultrasonic-assisted deep eutectic solvent extraction process and in vitro antioxidant of Anchusa italica Retz. Flowers by Linyang Wang, Pin Chen, Ainiwaer Aikemu, Haiyan Zhang, Shuge Tian

“…The comprehensive evaluation value (CEV), derived from the total polyphenol content (TPC) and RA, was optimized under the aforementioned conditions, yielding a CEV of 222.452.The optimized extraction method presents a sustainable and efficient protocol for the isolation of bioactive compounds from natural sources, thereby underscoring the significance of this research in the field of natural product chemistry and ultrasonics Sonochemistry.…”
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Microwave-assisted Deep Eutectic Solvent Extraction of Xinjiang Wild Prunus cerasifera Ehrh. Polysaccharides and Analysis of Its Antioxidant and Antibacterial Activities by Linghe ZHANG, Hao XIE, Maimaiti NUER

“…In this study, the optimal process for extracting polysaccharides from wild Prunus cerasifera Ehrh. sourced from Xinjiang was determined, and their antioxidant and antibacterial activities were analyzed. …”
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Electrochemical Storage and Flexibility in Transfer Capacities: Strategies and Uses for Vulnerable Power Grids by Gustavo Adolfo Gómez-Ramírez, Luis García-Santander, José Rodrigo Rojas-Morales, Markel Lazkano-Zubiaga, Carlos Meza

“…The integration of renewable energy sources into electrical power systems presents enormous challenges in technical terms, especially with energy storage. …”
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Study on Performance of Coordinated Ventilation Strategies during T-Shaped Subway Station Hall Fire by Yanan Hou, Wei Ding, Zhengbo Hou, Xingcheng Li, Ling Li, Zhihao Yang, Congling Shi

“…For fires on the ‘T’s horizontal side, lateral airflow from longitudinal fans can effectively disrupt smoke spreading, with coordinated extraction strategies outperforming the traditional methods. However, for fires on the ‘T’s longitudinal side, horizontal fans are ineffective in controlling smoke flow, making the traditional fire shutter closure optimal. …”
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Determination of Rare Earth Elements in Soil and Stream Sediment by Inductively Coupled Plasma-Mass Spectrometry with Automatic Graphite Digestion by Meiyun ZENG, Qisheng HE, Xin SHAO, Xiaoli YANG

“…The digestion procedure, the effects of digestion mixed acid, precision, accuracy, and detection limit of the method were studied by soil and stream sediment reference materials including GBW07402, GBW07446, GBW07448, GBW07454, GBW07456, GBW07457, GBW07304a, GBW07307a, GBW07308, GBW07312, GBW07359 and GBW07361.RESULTSThe results showed that the amount of mixed acids was 4mL consumed by soil and stream sediment digestion according to optimized digestion procedure. …”
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Innovative Application Strategies of Light-Emitting Diodes in Protected Horticulture by Xinying Liu, Qiying Sun, Zheng Wang, Jie He, Xin Liu, Yaliang Xu, Qingming Li

“…However, the scientific explanation of the above lighting strategies remains to be clearly revealed, providing theoretical support for the further optimization of conducting parameters. This review summarizes the physiological effects of different lighting strategies on crop cultivation and illustrates their future application in facility agriculture, aiming to provide novel methods for elevating the energy utilization efficiency and lowering the cost in facility agriculture using artificial light.…”
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Strategi Government Public Relations (GPR) Pemda DIY dalam mengelola informasi publik pasca pandemi covid-19 by Ilham Hilal Ramadhan, Eko Prasetyo Nugroho Saputro

“…This research uses descriptive qualitative method. Data collection methods include interviews and documentation. …”
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A Comparative Analysis of Energy Efficiency of Two Sprinkler Irrigation Systems for Wheat Cultivation (Case Study: Dehgolan Plains, Kurdistan) by P. Tahmasbi, F. Dalvand, S.A. Hosseini, B. Karimi, H. Ghadrshnas

“…Among the numerous challenges facing the agricultural sector, optimizing energy or input consumption is of paramount importance. …”
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