Deep learning based approaches for intelligent industrial machinery health management and fault diagnosis in resource-constrained environments by Ali Saeed, Muazzam A. Khan, Usman Akram, Waeal J. Obidallah, Soyiba Jawed, Awais Ahmad

“…However, most methods are formulated under the assumption of complete, balanced, and abundant data, which often does not align with real-world engineering scenarios. The difficulties linked to these classifications of IMHM have received noteworthy attention from the research community, leading to a substantial number of published papers on the topic. …”
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Genome-wide identification, characterization, and expression analysis of the SOS1 gene family in the medicinal plant Paeonia ostii under salt stress by Yahong Chen, Huabing Liang, Zhanchang Wang, Quaid Hussain, Xuexiong Zhang, Fazhi Chen, Xiaohua Wang

“…This study conducted an extensive genome-wide analysis of the SOS1 gene family in Paeonia ostii, encompassing gene identification, characterization, three-dimensional and secondary structure prediction, gene structure and motif analysis, multiple alignments, phylogenetic tree construction, chromosomal localization, cis-regulatory element analysis, synteny analysis, Ka/Ks calculation, and gene expression analysis under salt stress treatments in three cultivars. …”
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The Spatiotemporal Organizational Order of Living Circle Units Based on the Law of Walking Time-Distance Distributions by Jianming Zhang, Jun Cai, Xinhai Zhang, Wansong Zhang

“…Subsequently, an explanatory mechanism for the relative time-distance distribution was constructed based on the generation and decay effects of the relative time-distance between standard supply and demand. …”
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Dual-targeting and steric hindrance resolution in HER2 IHC: a novel approach to improve diagnostic sensitivity by Li Luo, Xi Zhang, Linqiong Chen, Zhuohan Chen, Yuchen Wang, Kaihao Huang, Xiaoyun Lin, Hongxiang Zhu, Wangqi Du

“…Therefore, accurately detecting HER2 dimers in IHC is crucial for improving diagnostic precision. Methods We aligned the structures of HER2 heterodimers and Fabs of pertuzumab and trastuzumab binding to HER2, and found they binding in the same region. …”
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Unintended consequences: food prices increase in an Arctic indigenous community amidst road infrastructure development and loss of federal freight subsidy by Kenny Tiff-Annie, Kenny Tiff-Annie, Li Nicholas, Mathieu Kim, Teddy Charmaine, Wesche Sonia, MacLean Jullian, Wolki Celina

“…Analyses assessed trends in the Revised Northern Food Basket cost and individual product prices over time, using both aggregate and dynamic difference-in-differences models.ResultsPrior to the opening of the Inuvik–Tuktoyaktuk Highway in November 2017, food prices in Tuktoyaktuk and Aklavik were closely aligned. Following the road’s construction and the withdrawal of full Nutrition North Canada subsidies for Tuktoyaktuk, prices in the community began to rise. …”
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Homogeneous Aptasensor with Electrochemical and Electrochemiluminescence Dual Detection Channels Enabled by Nanochannel-Based Probe Enrichment and DNase I Cleavage for Tumor Biomar... by Jiong Gao, Shiyue Zhang, Fengna Xi

“…A vertically ordered mesoporous silica film (VMSF) with ultrasmall, uniform, and vertically aligned nanochannel arrays was rapidly grown on the inexpensive and disposable indium tin oxide (ITO) electrode, forming the detection interface. …”
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Physically Guided Estimation of Vehicle Loading-Induced Low-Frequency Bridge Responses with BP-ANN by Xuzhao Lu, Guang Qu, Limin Sun, Ye Xia, Haibin Sun, Wei Zhang

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Literary Analysis of al-Mutanabbī's Ode: Ab‘ad Na’y al-Malīḥa al-Bakhal by Adnan Arslan

“…Furthermore, the thematic core of the ode—centered around virtues such as generosity and courage—aligns with the broader eulogistic tradition of the period. …”
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Contexts, affective and physical states and their variations during physical activity in older adults: an intensive longitudinal study with sensor-triggered event-based ecological... by Julie Delobelle, Sofie Compernolle, Tomas Vetrovsky, Jelle Van Cauwenberg, Delfien Van Dyck

“…This study aimed to (1) describe the physical and social contexts, and the affective and physical states during PA among older adults, (2) evaluate how these constructs fluctuate during PA episodes, and (3) describe affective states during PA according to the context. …”
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Co‐design of the EMBED‐Care Framework as an intervention to enhance shared decision‐making for people affected by dementia and practitioners, comprising holistic assessment, linked... by Jesutofunmi Aworinde, Catherine J. Evans, Juliet Gillam, Christina Ramsenthaler, Nathan Davies, Clare Ellis‐Smith, EMBED‐Care Programme

“…Abstract Introduction Shared decision‐making intends to align care provision with individuals’ preferences. …”
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A national survey of osteopaths’ conceptions of practice in France: structural validity of the Osteo-TAQfr and the tendency toward technical rationality by Oliver P. Thomson, Loïc Treffel, Agathe Wagner, Erwann Jacquot, Jerry Draper-Rodi, Chantal Morin, Brett Vaughan

“…These results have significant implications for aligning osteopathic education and practice with contemporary AHP paradigms, including patient-centred care and interdisciplinary collaboration. …”
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Evaluating short-term air pollution-related mental health resilience using a directional network by Mengwei Song, Quanjun Liu, Qiulin Huang, Yuxin Zhang, Qing Wang

“…Therefore, this study developed a resilience assessment framework accounting for factor interconnections to evaluate the short-term air pollution-related mental health resilience. Methods Aligned with mental health resilience theory, a Bayesian network model and network analysis were applied to construct a quantitative network of factor interconnections, analyzing 2019–2020 data for 24,261 older adults from the Shandong Aging and Mental Health Survey. …”
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Research on pricing zone division strategy based on natural gas tariff affordability by Nini YU, Yuanyuan ZHANG, Jinyue LI, Yao WANG, Yanwen LIN, Simin CHEN

“…Methods An evaluation index system was initially constructed based on five aspects: economy, society, energy, environment, and the natural gas industry. …”
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Exploring nurse and patient perspectives on WeChat-based prenatal education in Chinese public hospitals: a qualitative inquiry by Yushi He, Guangmei Fan, Guangrui Fan, Dandan Liu

“…Results Nurses perceived WeChat as extending their professional reach beyond physical clinic hours and enhancing patient education, aligning with the Technology Acceptance Model constructs of perceived usefulness and ease of use. …”
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Heritage Beyond Singular Narratives by Mahda Foroughi

“…The findings offer guidance to heritage practitioners, culture brokers, public officers, and policymakers on how to consider and align the perceptions of various stakeholder groups on cultural significance conveyed to heritage for the benefit of inclusive heritage. …”
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Assembly of ascovirus HvAV-3h long DNA fragment using the Transformation-Associated Recombination (TAR) approach in yeast cells by Heba A. H. Zaghloul, Zhengkun Xiao, Hengrui Hu, Guo-Hua Huang

“…Therefore, this study aimed to explore the TAR approach for the construction of a long DNA fragment (>44.6 Kb) from the insecticidal Heliothesis virescens ascovirus 3h (HvAV-3h) dsDNA genome to assess the suitability of this approach in genome-wide engineering studies in this family of viruses. …”
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Evaluating and Improving Syndrome Differentiation Thinking Ability in Large Language Models: Method Development Study by Chunliang Chen, Xinyu Wang, Ming Guan, Wenjing Yue, Yuanbin Wu, Ya Zhou, Xiaoling Wang

“…This approach effectively generates high-quality instruction data that aligns with the unique characteristics of TCM syndrome differentiation thinking. …”
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Prediction method of gas content in deep coal seams based on logging parameters: A case study of the Baijiahai region in the Junggar Basin by Yijie Wen, Shu Tao, Fan Yang, Yi Cui, Qinghe Jing, Jie Guo, Shida Chen, Bin Zhang, Jincheng Ye

“…In this study, logging parameters are used as input variables to construct MAML and SVR models, and their performance in predicting gas content of deep coal seams across different regions and layers is compared. …”
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Toward Smart Urban Management: Integrating Geographic Information Systems and Geology for Underground Bearing Capacity Prediction in Casablanca City, Morocco by Ikram Loukili, Omar Inabi, Mustapha El Ghorfi, Saida El Moutaki, Abdessamad Ghafiri

“…This database, initially intended for utilization by developers and construction engineers, stands to economize a substantial amount of time and resources. …”
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Discovery of KDM5D as a novel biomarker for traumatic brain injury identified through bioinformatics analysis by Dengfeng Ding, Mengzhe Yang, Xinou Zheng, Ming Zhao

“…ROC curves were used to construct diagnostic models for hub genes. Immunofluorescence experiments were conducted to detect the expression of candidate biomarkers in TBI rat models. …”
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