Identification of hypertension gene expression biomarkers based on the DeepGCFS algorithm. by Zongjin Li, Liqin Tian, Libing Bai, Zeyu Jia, Xiaoming Wu, Changxin Song

“…We propose a novel deep graph clustering feature selection (DeepGCFS) algorithm to identify hypertension gene biomarkers with more biological significance. This algorithm utilizes a graph network to represent the interaction information between genes, builds a GNN model, designs a loss function based on link prediction and self-supervised learning ideas for training, and allows each gene node to obtain a feature vector representing global information. …”
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Expression Quantitative Trait loci (QTL) in tumor adjacent normal breast tissue and breast tumor tissue. by Alejandro Quiroz-Zárate, Benjamin J Harshfield, Rong Hu, Nick Knoblauch, Andrew H Beck, Susan E Hankinson, Vincent Carey, Rulla M Tamimi, David J Hunter, John Quackenbush, Aditi Hazra

“…Using a new a procedure for testing hypotheses relating SNP content to expression patterns in gene sets, defined as molecular function pathways, we find that loci on 6q14 and 6q25 affect various gene sets and molecular pathways (FDR < 10%). …”
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Optimizing Artificial Neural Network Learning Using Improved Reinforcement Learning in Artificial Bee Colony Algorithm by Taninnuch Lamjiak, Booncharoen Sirinaovakul, Siriwan Kornthongnimit, Jumpol Polvichai, Aysha Sohail

“…Heuristic search optimization methods are typically used to minimize the loss function in ANNs. However, these methods can lead the network to become stuck in local optima, limiting performance. …”
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Teachers’ beliefs and challenges of using multimedia for teaching visuals in social work: A study of Bangladeshi government college by Md. Habibul Ahasan

“…The research findings also reveal that educators encounter certain obstacles, such as inadequate proficiency in utilizing multimedia with visual aids, insufficient availability of multimedia classrooms and equipment, a lack of proper training and low internet speed, the absence of backup power sources, and a lack of additional financial incentives for their supplementary efforts. …”
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Revolutionizing Cosmetic Ingredients: Harnessing the Power of Antioxidants, Probiotics, Plant Extracts, and Peptides in Personal and Skin Care Products by Hye Yung Choi, Yun Jung Lee, Chul Min Kim, Young-Mi Lee

“…Probiotics have expanded their utility beyond gut health to skin care, where they help in maintaining skin microbiome balance, thus enhancing skin barrier function and potentially mitigating various skin disorders. …”
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Gender Stereotypes and Green Banking Toward Carbon-Free Economy by Tetyana Pimonenko, Oleksii Lyulyov, Yana Us, Oleksii Dubyna, Osei Owusu Evelyn Kumah

“…To gain the research goal, this study applied the modified Cobb-Douglas function that utilizes cross-sectional data on green finance and gender determinants. …”
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Engineered hybrid cell membrane nanosystems for treating cardiovascular diseases by He Lu, Yaohui Jiang, Rui Luo, Dexing Zhou, Feihu Zheng, Liran Shi, He Zhang, Yong Wang, Xiaodong Xu, Renfang Zou, Yujing Zhou, Shuai Ren, Xiaocheng Wang, Haiqiang Sang

“…A significant benefit associated with this technology lies in its capacity to retain the functional and intrinsic properties of the source cells. …”
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Le réseau hydraulique à Pompéi (Italie) de l’époque des Samnites à Auguste (fin ive-fin ier s. av. J.-C.) by Federico Giletti

“…The monumental appearance that, in some cases, frames and marks the outcropping of the deep wells, eloquently portrays the public utility function that these wells must have had in most of the attested cases.On the basis of the research, other types of cisterns in addition to water catchment wells have been identified in the earliest phases of the city of Pompeii, such as the tunnel cistern, a type that was widespread in various contexts in the ancient Tyrrhenian from the Archaic period onwards, and the so-called cylinder or bottle cistern, also evidenced in ancient times and archaeologically documented between the 4th and 3rd centuries BC in a number of Pompeian contexts. …”
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hnRNPA2B1 recognizes RNA virus SFTSV infection through mitochondrial DNA by Xin-bo Huang, Yue Zhang, Jing-wen Fan, Xin-yu Yu, Yun-lan Fang, Jin-xin Ren, Bin-yan Liu

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Freeze-Drying for the Reduction of Fruit and Vegetable Chain Losses: A Sustainable Solution to Produce Potential Health-Promoting Food Applications by Dario Donno, Giovanna Neirotti, Annachiara Fioccardi, Zoarilala Rinah Razafindrakoto, Nantenaina Tombozara, Maria Gabriella Mellano, Gabriele Loris Beccaro, Giovanni Gamba

“…This study showed that the utilization of crop remains can potentially lead to the development of new functional foods, providing additional economic benefits for farmers. …”
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The disinfectant effects of portable ultraviolet light devices and their application to dentures by Kae Harada, Reiya Horinouchi, Mamoru Murakami, Masakazu Isii, Yuji Kamashita, Naohiro Shimotahira, Fumio Suehiro, Yasuhiro Nishi, Hiroshi Murata, Masahiro Nishimura

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An ensemble strategy for piRNA identification through hybrid moment-based feature modeling by Mansoor Ahmed Rasheed, Tamim Alkhalifah, Fahad Alturise, Yaser Daanial Khan

“…The proposed approaches show great potential for enhancing the accuracy of piRNA prediction, significantly aiding future research and the scientific community in the in-silico identification of piRNA. The source codes and datasets utilized in this study are accessible at https://github.com/MansoorAhmadRasheed/piRNA-codes-and-result .…”
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The dynamic theoretical analysis of performance characteristics for open-cycle absorption energy storage system using HCOOK-H2O as the working fluid under full and partial mode by Yaqi Ding, Qingpu Li, Bicui Ye, Muhammad Kashif Shahzad, Neng Gao, Guangming Chen

“…Open absorption energy storage systems can efficiently address the temporal and spatial mismatches between the solar energy driving heat source and the user. The energy storage mode of operation of a single-stage open absorption heat pump system with HCOOK-H2O solution and compact structure utilized for waste heat recovery of industrial humid gases, was firstly investigated. …”
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Construction and Completion of the Knowledge Graph for Cow Estrus with the Association Rule Mining by Zhiwei Cheng, Luyu Ding, Cheng Peng, Helong Yu, Baozhu Yang, Ligen Yu, Qifeng Li

“…To uncover potential relationships within the graph, we applied and compared two association rule algorithms: FP-Growth and Apriori. We utilized Boolean functions derived from association rule learning to validate the ability of the rules to identify normal estrus. …”
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A Fully Printable Strain Sensor Enabling Highly‐Sensitive Wireless Near‐Field Interrogation by Hassan A. Mahmoud, Hussein Nesser, Tarek M. Mostafa, Shehab Ahmed, G. Lubineau

“…Abstract Wireless, passive, and flexible strain sensors can transform structural health monitoring across various applications by eliminating the need for wired connections and active power sources. Such sensors offer the dual benefits of operational simplicity and high‐function adaptability. …”
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Therapeutic role of mesenchymal stem cells in neurogenesis for management of neurological disorders: a scientometric study to an in-depth review by Qian Wang, Weifeng Jiang, Yan Feng, Lin Li, Lisheng Chu, Yan Fang

“…To comprehend the many processes and mechanisms of neurogenesis and the role of mesenchymal stem cells (MSCs) as active contributors to pathologic events influencing neurogenesis. We utilized the Web of Science (core collection) as the data source.MethodsThe search was performed in the Web of Science core collection database until April 30, 2024, with the terms “Mesenchymal stem cells” as the title and “neurogenesis” as the topic.ResultsA total of 407 papers about mesenchymal stem cells in neurogenesis published from 2004 to 2024 were retrieved. …”
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Resveratrol from grape pomace: Mitigation of lead-induced oxidative stress-related renal toxicity: In silico and In vivo studies by Mohamed Seif, Hanan Y. Aati, Bin Wei, Mohamed A. Tantawy, Mohamed Sayed, Ziyu Guo, Sherien M. Bakry, Mahmoud Emam

“…Utilizing industrial agricultural waste is a beneficial approach that can reduce the negative environmental impact of agro-waste and valorize its potential for use in the food, health, and agricultural sectors. …”
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Cellular Solutions: Evaluating Single-Cell Proteins as Sustainable Feed Alternatives in Aquaculture by Korale Kankanamge Dinuka Chamodi, Nguyen Thanh Vu, Jose A. Domingos, Jiun-Yan Loh

“…The rapid expansion of the global population has intensified the demand for protein-rich food sources, positioning aquaculture as a crucial sector in the endeavor to alleviate global hunger through the provision of high-quality aquatic protein. …”
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Predictive Capabilities and Limitations of Stream Interaction Region Observations at Different Solar Longitudes by R. C. Allen, G. C. Ho, L. K. Jian, G. M. Mason, S. K. Vines, D. Lario

“…Through comparing 10 years of SIRs/CIRs observed at L1 and at STEREO, we have investigated the probability of sequentially detecting SIRs/CIRs at two locations as a function of the difference in heliospheric longitude and latitudinal separation between the two spacecraft. …”
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Performance Assessment of a Piezoelectric Vibration Energy Harvester for Hybrid Excitation with Varying Cross Sections by Bartłomiej Ambrożkiewicz, Zbigniew Czyż, Vikram Pakrashi, Jakub Anczarski, Paweł Stączek, Andrzej Koszewnik, Mirosław Wendeker, Grzegorz Litak

“…The system’s performance in hybrid excitation, enhancements in energy harvesting, and challenges with these was observed, helping to determine optimal operating conditions to function effectively in ambient environments. The tests identified the conditions and ranges within which maximized harvesting responses were observed. …”
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