Rice Leaf Disease Image Enhancement Based on Improved CycleGAN by YAN Congkuan, ZHU Dequan, MENG Fankai, YANG Yuqing, TANG Qixing, ZHANG Aifang, LIAO Juan

“…Furthermore, a perception similarity loss function, designed to align with the human visual system, was incorporated into the overall loss function. …”
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Multi-omics characterization of early chronic obstructive pulmonary disease by Bolun Li, Jiangfeng Liu, Yinghao Cao, Yiyang Wang, Sinan Wu, Huiyuan Hu, Xingqi Xiao, Jiantao Hu, Qian Wang, Junlin Wu, Le Luo, Yong Liu, Qihao Tang, Yanjiang Xing, Tiantian Zhang, Jinyu Zhou, Lin Wang, Juntao Yang, Jing Wang, Chen Wang

“…Early COPD (ECOPD) diagnosis heavily relies on clinically monitoring of lung functions, with a strong influence from smoking exposures, which may not align well with disease progression. …”
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A regional design method for Chinese traditional dwellings using the WSR system approach by Lin Ma, Dengkai Chen, Rui Zhang

“…By combining vernacular design elements with contemporary construction techniques, the project emphasizes the coexistence of cultural continuity and functional upgrades. The findings indicate that WSR enhances design efficiency and fosters a holistic, user-centred approach that aligns with contemporary residential needs. …”
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Localized Development and Application of Controller for Wind Turbines by YE Wei, YU Yong, LI Jun, YAN Zhi

“…The domestically developed controller was further configured with hardware and I/O point table aligned with the functional requirements of the WTG control system. …”
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Exploring the potential of mannan oligosaccharides in enhancing animal growth, immunity, and overall health: A review by Neha Sharma

“…This review explores the promising potential of mannan oligosaccharides (MOS) as a functional dietary supplement in animal nutrition. Derived from yeast cell walls, MOS have garnered attention due to their prebiotic properties, which positively influence gut health by promoting beneficial microbiota and inhibiting pathogenic bacteria. …”
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N-Valued Interval Neutrosophic Sets for Quality Evaluation of Planning and Construction for Green Ecological Mountain Campuses by Shuangyin Yang, Jinghua Meng, Chunhuan Guo

“…This study introduces a comprehensive quality evaluation framework that incorporates environmental, architectural, and functional criteria tailored to mountainous terrain. …”
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The UNESCO Environmental Corridor of Extremadura: Tourism and Governance as Tools for Social Sustainability by Rocío Blanco-Gregory, Marcelo Sánchez-Oro Sánchez, Margarita Calleja-Aldana

“…Results reveal variability in tourism governance across territories, with a notable lack of management concerning gender and functional diversity. While aligning with existing literature on the underdevelopment of shared governance policies, the study highlights progress in stakeholder participation strategies, particularly in territories with UNESCO designations. …”
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“Round Peg in a Square Hole”: Lessons from Community Health Promotion Practice on Dynamics of Accountability, Reporting and Evaluation, and Governance by Julia Fursova, Gillian Kranias

“…Among the CHCs, reporting and evaluation practices consistent with goals of obtaining social justice and health equity were undermined by an imbalance toward funder-oriented functional accountability. Analysis of accountability and reporting practices as systemic factors shaping knowledge production, decision-making, and action revealed notable consequences for CHCs’ health promotion practice. …”
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Time-warping analysis for biological signals: methodology and application by Aleksei Krotov, Reza Sharif Razavian, Mohsen Sadeghi, Dagmar Sternad

“…This work presents the method of time-warping, reformulated as elastic functional data analysis (EFDA), in an accessible way. …”
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Genome-wide, chromosome-naïve compartmentalization of major developmental networks tailored by modular placement of human embryo-regulatory Long Terminal Repeats by Gennadi V. Glinsky

“…Despite this physical segregation, eukaryotic genomes possess an intrinsic regulatory connectivity that facilitates remarkable chromosome-naive function-aligned integration and striking developmental precision in conveying genetic information from conception and embryogenesis to adulthood. …”
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Using Fuzzy Feed-Forward Neural Network for Linguistic Processing by AbdulRahim K. Rah, Sozan S. Haydar

“…To determine the costs associated with fuzzy calculations and fuzzy objectives, developed a cost function. At that point, created a learning algorithm from the cost capacity to align the four variables of each trapezoidal fuzzy weight. …”
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Due Case dei bambini di Aurelio Galfetti, 1960-1966 by Nicola Navone

“…Galfetti does not approach these influences out of a fleeting fascination, but instead identifies in the works of these artists appropriate responses to the specific context and function of these two projects. In both instances, the models are not drawn from the field of school architecture but reinterpret buildings imbued with a sense of domesticity. …”
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AI-driven pharmacovigilance: Enhancing adverse drug reaction detection with deep learning and NLP by Dr. Bharti Khemani, Dr. Sachin Malave, Samyukta Shinde, Mandvi Shukla, Razzaq Shikalgar, Harshita Talwar

“…BERT and GPT, were also employed to provide the functionality of textual interactions over medical data. • Performance metrics such as accuracy, precision, recall, and F1-score were systematically applied to evaluate each model’s performance. …”
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Comparative analysis of corpus callosum lipidome and transcriptome in schizophrenia and healthy brain by Maria S. Osetrova, Olga I. Efimova, Marina D. Zavolskova, Elena A. Stekolschikova, Gleb N. Vladimirov, Dmitry A. Senko, Tatiana A. Zhuravleva, Anna Y. Morozova, Yana A. Zorkina, Denis S. Andreyuk, George P. Kostyuk, Evgeniy N. Nikolaev, Philipp E. Khaitovich

“…BACKGROUND: Functional and structural studies of the brain highlight the importance of white matter alterations in schizophrenia. …”
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Structural insights into calcium-dependent CIB2-TMC1 interaction in hair cell mechanotransduction by Yahong Li, Jiasheng Chen, Wenli Jiang, Jin Ye, Xuan Zhang, Chao Wang

“…Abstract Calcium- and integrin-binding protein 2 (CIB2) plays a crucial role in mechanoelectrical transduction (MET) in cochlear hair cells, particularly in modulating the function and localization of the core components of MET channels TMC1/2. …”
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Unsupervised Global Difference Modeling for Image Change Detection by Wenhua Zhang, Qihao Weng, Jia Liu, Zeng Qu, Yong Li, Jinjin Chai, Liang Xiao

“…To overcome the challenges, first, we use a backbone network to capture the global features of bitemporal images. Then, an energy function is designed with a masked difference between the two features and a margin-aware constraint in order to align the global features and meanwhile maintain detail information. …”
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Translational interdisciplinary research on human chorionic gonadotropin’s enhancement of neuroendocrine crosstalk: a novel medical hypothesis for systemic adjunctive treatment of... by João Francisco Pollo Gaspary, João Francisco Pollo Gaspary, Luis Felipe Dias Lopes, Antonio Geraldo Camara

“…HHT also increases IGF-1 availability, promoting neuroprotection, cognitive improvements, and reduced mitochondrial dysfunction, restoring cellular function critical for brain health.Implications for Clinical PracticeThe findings underscore the significance of enhancing endocrine and metabolic functions as a viable strategy for improving psychiatric care, aligning with trends that advocate holistic treatment strategies. …”
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Sequential two-step, one-pot microwave-assisted Urech synthesis of 5-monosubstituted hydantoins from L-amino acids in water by Wei-Jin Chang, Sook Yee Liew, Thomas Kurz, Siow-Ping Tan

“…The protocol demonstrates exceptional functional group tolerance, accommodating phenyl, aliphatic, phenol, alcohol, heterocyclic, and sulfide groups. …”
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Piikun: an information theoretic toolkit for analysis and visualization of species delimitation metric space by Jeet Sukumaran, Marina Meila

“…Results Piikun is a Python package for analyzing and visualizing species delimitation models in an information theoretic framework that, in addition to classic measures of information such as the entropy and mutual information [1], provides for the calculation of the Variation of Information (VI) criterion [2], a true metric or distance function for species delimitation models that is aligned with the lattice of partitions. …”
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A corpus-based analysis of the lexical bundles use in academic discourse by Fadi Maher Al-Khasawneh

“…Additionally, it seeks to classify the functions of these bundles based on Biber’s (2004) taxonomy. …”
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