From Generative Artificial Intelligence to Artificial General Intelligence: Enabling Innovation Models in Library Knowledge Services by Mo LI, Bin YANG

“…General AI has stronger generalization ability, which can achieve functions such as complex task understanding, multimodal data learning, zero-sample reasoning, and continuous dialogue, completing the transformation from data-driven AI to natural mechanism-driven AI. …”
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Identification of new diagnostic targets for hepatitis B virus‐induced liver fibrosis by Ying Wang, Shuo Qin, Meng Yang, Xiaoling Wang

“…To screen for candidate target mRNAs, the differentially expressed mRNAs were annotated by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) functional enrichment analysis. Finally, a protein–protein interaction (PPI) network was constructed to analyze the relationships between the differentially expressed mRNAs. …”
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Spatial-Spectral Linear Extrapolation for Cross-Scene Hyperspectral Image Classification by Lianlei Lin, Hanqing Zhao, Sheng Gao, Junkai Wang, Zongwei Zhang

“…However, recent studies have shown that the activation functions of neurons in a network exhibit asymmetry for different categories, which results in the learning of task-irrelevant features while attempting to learn task-related features (called “feature contamination”). …”
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Identification of lipid metabolism-related genes in myocardial infarction: implications for diagnosis and therapy by Qiang Wang, Xian Wu, Bo Yu

“…They influence inflammatory responses and modulate leukocyte, vascular cell and cardiac cell functions, affecting the vasculature and heart. We aimed to identify novel biomarkers and therapeutic targets for MI that are linked to lipid metabolism. …”
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The Internationalization of Science and Education as a Global Process: a World-System Approach by A. A. Izgarskaya, S. I. Chernykh

“…The production of knowledge and national education systems are not autonomous from the general dynamics of the world system, they are integral parts of its functioning. The result of social relations "core-semi-periphery-periphery" is the unevenness in the accumulation of transnational academic capital. …”
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Enhancing water saturation predictions from conventional well logs in a carbonate gas reservoir with a hybrid CNN-LSTM model by Ali Gohari Nezhad, Mohammad Emami Niri

“…The network architectures were designed with specific layers and activation functions to enhance predictive capabilities. A robust validation process was conducted using a blind well dataset. …”
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Neutrophil extracellular traps-related genes contribute to sepsis-associated acute kidney injury by Tang Shaoqun, Yu Xi, Wang Wei, Luo Yaru, Lei Shaoqing, Qiu Zhen, Yang Yanlin, Sun Qian, Xia Zhongyuan

“…Additionally, the biological functions of the hub genes were analyzed with single sample gene set enrichment analysis. …”
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Digital biomarkers: Redefining clinical outcomes and the concept of meaningful change by Maria Florencia Iulita, Emmanuel Streel, John Harrison

“…Moreover, Alzheimer's trials rely on a variety of tests to evaluate cognitive and functional impairments. However, these tests often lack sensitivity to early‐stage changes and are affected by variability in rater rankings. …”
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Study protocol for the validation of a new patient-reported outcome measure (PROM) of listening effort in cochlear implantation: the Listening Effort Questionnaire-Cochlear Implant... by Frances Rapport, Alan Watkins, Sarah E Hughes, Isabelle Boisvert, Catherine M McMahon, Hayley A Hutchings

“…Factor analysis will establish unidimensionality and Rasch analysis will evaluate item fit, differential item functioning, response scale ordering, targeting of persons and items, and reliability. …”
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A patient-centered interactive voice response system for supporting self-management in kidney transplantation: design and field testing by Raheleh Ganjali, Raheleh Ganjali, Mahin Ghorban Sabbagh, Mahin Ghorban Sabbagh, Saeid Eslami, Saeid Eslami

“…Finally, fifteen end users (KT beneficiaries and health professionals) participated in a usability field test by completing a thinking -aloud test and a questionnaire based on the System Usability Scale (SUS).ResultsThe review study indicates the necessary of self-management education and the potential outcomes and functionalities of information technology intervention. …”
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Inteligencia emocional, resiliencia y satisfacción vital en el arbitraje deportivo (Emotional intelligence, resilience, and life satisfaction in sport refereeing) by Helena Merino-Prados, David Molero, Óscar Gavín-Chocano

“…Emotional intelligence, resilience, and life satisfaction of Andalusian football and futsal referees are fundamental constructs to decision-making during a sporting event. …”
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Numerical Investigation of Heat Transfer Performance of Alkali Metal Potassium High Temperature Heat Pipe by WANG Enpei1, 2, HU Zhenghao1, LI Lei1, , GUO Simao3, CHEN Guangliang1, YU Yang4

“…The thermal physical properties of liquid alkali metal potassium were added by user defined functions (UDFs) into CFD software based on the previous reference. …”
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Analysis of PERV-C superinfection resistance using HA-tagged viruses by Merle Flecks, Nicole Fischer, Jacomina Krijnse Locker, Ralf R. Tönjes, Antonia W. Godehardt

“…For PERV, the underlying mechanism is unclear, whether and how cells, that harbor functional PERV, are protected. Using PERV-C(5683) as a reference virus, we investigated SIR in a newly developed in vitro model to pursue the mechanism and confirm its protective effect. …”
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Label-free masterful spectrofluorimetric systems for minuscule tracking of natural antioxidant vincamine in the pharmaceutical, environmental, and biological samples: Comparative g... by Eman Yosrey, Heba Elmansi, Shereen Shalan, Jenny Jeehan Nasr

“…The evaluation showed that the proposed works effectively strike a compromise between sustainability and functionality postulates. This highlighted that designed approaches are perfectly suited as ecological frameworks for minuscule assaying of VN in crucial pharmaceutical, biological, and environmental samples.…”
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Developing generalized model representations of thermal shock for local non-equilibrium heat transfer processes by E. M. Kartashov

“…This explains the scientific and practical significance of constructing a theory of these processes, as well as developing effective methods for studying the modeled concepts developed on this basis. …”
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Identification and validation of hub genes associated with biotic and abiotic stresses by modular gene co-expression analysis in Oryza sativa L. by Izreen Izzati Razalli, Muhammad-Redha Abdullah-Zawawi, Rabiatul Adawiah Zainal Abidin, Sarahani Harun, Muhamad Hafiz Che Othman, Ismanizan Ismail, Zamri Zainal

“…Over-representation analysis was conducted to determine the functional association of each gene module with stress-related processes and pathways. …”
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Effects of weight loss after sleeve gastrectomy on left ventricular myocardial work in obese patients by Xiao Ding, Xijun Zhang, Jingge Zhao, Changhua Wei, Shuaiwei Luo, Jianjun Yuan, Haohui Zhu

“…Myocardial work parameters also showed significant changes after LSG, with global longitudinal strain (GLS) and global work efficiency (GWE) increasing and global work index (GWI), global constructive work (GCW), and global wasted work (GWW) decreasing. …”
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GIRH-Unet: Improved Residual Tobacco Segmentation Algorithm Based on GhostNetV3-Unet by Jianhua Ye, Yunda Zhang, Pan Li, Ze Guo

“…Additionally, we optimize the residual modules and activation functions to enhance the extraction of detailed features and the deep transmission of information. …”
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Weighted Hybrid Random Forest Model for Significant Feature prediction in Alzheimer’s Disease Stages by M. Rohini, D. Surendran

“…As a consequence of this challenge discussed, whether all the mild cognitively impaired people change to AD cohorts or remain in normal cognition and identification of the structural and functional features remains underexplored. Thus, the proposed Weighted Hybrid Random Forest algorithm (WHBM) utilized the 63 features that comprise the whole brain volume. …”
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Dynamic Assessment of Population Exposure to Urban Flooding Considering Building Characteristics by Shaonan Zhu, Xin Yang, Jiabao Yang, Jun Zhang, Qiang Dai, Zhenzhen Liu

“…The implemented model systematically evaluates transient population exposure through spatiotemporal superposition analysis of flood characteristics and human occupancy patterns across different urban functional zones in Lishui City, China. Firstly, multi-source points of interest (POIs) data are aggregated to acquire activated time of buildings, and an urban environment system at the building scale is constructed. …”
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