MULTI-MODEL STACK ENSEMBLE DEEP LEARNING APPROACH FOR MULTI-DISEASE PREDICTION IN HEALTHCARE APPLICATION by Bhaskar Adepu, T. Archana

“…These datasets serve two functions: improving illness prediction and examining large data reservoirs to identify previously unknown disease patterns. …”
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Comparing statistical learning methods for complex trait prediction from gene expression. by Noah Klimkowski Arango, Fabio Morgante

“…The methods considered differ in assumptions about the distribution of gene effects-ranging from models that assume that every gene affects the trait to more sparse models-and their ability to capture gene-gene interactions. We also used functional annotation (i.e., Gene Ontology (GO)) as a source of biological information to inform prediction models. …”
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Per-Hop Reversed Packet Auctions for Cooperative Routing in Mobile Wireless Networks by Lucas S. Brito, Marcelo M. Carvalho

“…Previous works on the subject have either tackled cooperation in the relay of messages alone or in both routing and relay functionalities. In the latter case, path selection is usually carried out at the destination node, which renders significant delays because the selected path needs to be conveyed all the way back to the source node before any data packet can be transmitted. …”
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Identification of a PANoptosis-related gene signature reveals therapeutic potential of SFRP2 in pulmonary arterial hypertension by Li Li, Mukamengjiang Juaiti

“…Feature genes were identified through weighted gene co-expression network analysis (WGCNA), least absolute shrinkage and selection operator (LASSO), and random forest (RF) algorithms, with validation performed on external datasets. …”
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EXPLORING AUTOMATED SUMMARIZATION: FROM EXTRACTION TO ABSTRACTION by Svetlana G. Sorokina

“…The study draws on a selection of scientific publications across various disciplines, testing the functionality and output quality of automated summarization tools such as Summate.it, WordTune, SciSummary, Scholarcy, and OpenAI ChatGPT-4. …”
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Modeling of the ORNL PCA Benchmark Using SCALE6.0 Hybrid Deterministic-Stochastic Methodology by Mario Matijević, Dubravko Pevec, Krešimir Trontl

“…The shielding analysis was performed using multigroup shielding library v7_200n47g derived from general purpose ENDF/B-VII.0 library. As a source of response functions for reaction rate calculations with MAVRIC we used international reactor dosimetry libraries (IRDF-2002 and IRDF-90.v2) and appropriate cross-sections from transport library v7_200n47g. …”
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Liver cancer-specific prognostic model developed using endoplasmic reticulum stress-related LncRNAs and LINC01011 as a potential therapeutic target by Xiao Du, Ning Wei, Anqi Wang, Guoping Sun

“…Drug sensitivity varied between the risk groups. LINC01011 was selected for functional assays. Colony formation assay and CCK-8 assay revealed that silencing LINC01011 suppressed liver cancer cell proliferation. …”
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De novo transcriptome assembly and discovery of drought-responsive genes in white spruce (Picea glauca). by Zoé Ribeyre, Claire Depardieu, Julien Prunier, Gervais Pelletier, Geneviève J Parent, John Mackay, Arnaud Droit, Jean Bousquet, Philippe Nolet, Christian Messier

“…In addition, it provides a valuable source of new genetic data that could contribute to genetic selection strategies aimed at enhancing the drought resistance and resilience of white spruce to changing climates.…”
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Synthesis and properties of carbon quantum dots as an antimicrobial agent and detection of ciprofloxacin by Fangzhou Shen, Zhaoyang Lu, Kangli Yan, Kang Luo, Shuchen Pei, Pu Xiang

“…This study introduces a novel approach for the fabrication of N-CQDs derived from natural botanical sources, underscoring their potential dual functionality as fluorescent sensors and antimicrobial materials.…”
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The Role of Circulating Biomarkers in Patients with Coronary Microvascular Disease by Rossella Quarta, Giovanni Martino, Letizia Rosa Romano, Giovanni Lopes, Francesco Fabio Greco, Carmen Anna Maria Spaccarotella, Ciro Indolfi, Antonio Curcio, Alberto Polimeni

“…Coronary microvascular disease (CMD) comprises a spectrum of conditions characterized by the functional and structural abnormalities of coronary microcirculation, affecting vessels typically smaller than 500 μm. …”
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Identification of Keystone Plant Species for Avian Foraging and Nesting in Beijing’s Forest Ecosystems: Implications for Urban Forest Bird Conservation by Lele Lin, Yongjian Zhao, Chao Yuan, Yushu Zhang, Siyu Qiu, Jixin Cao

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Detection of VOCs and Biogenic Amines Through Luminescent Zn–Salen Complex-Tethered Pyrenyl Arms by Roberta Puglisi, Caterina Testa, Sara Scuderi, Valentina Greco, Giuseppe Trusso Sfrazzetto, Manuel Petroselli, Andrea Pappalardo

“…Fluorescence titrations and density functional theory (DFT) calculations reveal and explain the high binding affinity of this receptor toward selected amines, demonstrating its potential as an effective tool for amine detection.…”
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Accelerated Modeling of Transients in Electromagnetic Devices Based on Magnetoelectric Substitution Circuits by Sergii Tykhovod, Ihor Orlovskyi

“…The purpose of the work: The objective of this work is to develop a highly effective method for calculating electromagnetic transient processes in a coil with a ferromagnetic magnetic core connected to a voltage source. The method involves the use of nonlinear magnetoelectric substitution circuits for electromagnetic devices and a spectral method for representing solution functions using orthogonal polynomials. …”
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Genome-wide search for copy number variations associated with blood parameters in Large White pigs by M. A. Kolosova, L. V. Getmantseva, S. Yu. Bakoev, A. Yu. Kolosov

“…However, few studies have focused on the associations of CNVs with blood parameters, which could help identify subtle mechanisms underlying the physiological regulation of phenotypes associated with health and selection-important traits. The aim of this work was to identify CNVs associated with alanine aminotransferase (ALT), urea (Urea), red blood cell (RBC) and white blood cell (WBC) counts in Large White pigs and to identify candidate genes that may be considered as genetic markers in hematopoietic functions, physiological processes and productivity phenotypes. …”
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Health related quality of life in patients having schizophrenia negative symptoms – a systematic review by Chiraz Azaiez, Aurélie Millier, Christophe Lançon, Emilie Clay, Pascal Auquier, Pierre-Michel Llorca, Mondher Toumi

“…Background: Schizophrenia negative symptoms (SNS) contribute substantially to poor functional outcomes, loss in productivity and poor quality of life. …”
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Learning styles-based approach for enhanced e-resource integration in ecological education by Tetiana M. Derkach, Tetiana V. Starova, Alexander V. Krajnikov

“…Through balanced development of different cognitive functions, students become more adaptable to technological advancement, open to diverse information sources, and capable of processing information without resistance - key competencies for transformation toward sustainability. …”
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Greenness of extraction procedures involving biochar-based sorbents for organic compounds by Francesca Merlo, Andrea Speltini, Antonella Profumo

“…It is a carbon-rich material derived from the thermochemical conversion of biomass and waste and endowed with excellent textural properties such as high specific surface area and meso‑ and microporosity, and functional groups that are fundamental for the sorption behaviour, a key point in the analytical performance of biochar. …”
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Communication in the Mirror of Social Semiotics by N. V. Kazarinova

“…The subject of this article is communicative resources, which are selected by partners from a huge variety of linguistic means, functional styles, rhetorical techniques, and subject activities, and through which a common semantic space between individuals is generated.Methodology and sources. …”
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Unified system of scientific information as a stimulus for integration and development of science by Oleg N. Bibik

“…The system is primarily a source of publishing scientific information. The system will allow an objective approach to the selection of applications for financial support for research, including grants, ensuring transparency of this procedure.…”
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Vitamin K1 and K2: Biochemistry, Clinical Significance, and Therapeutic Potential in Human Healt by Michał Wycik, Michał Szczupak, Anna Maria Modzelewska

“… Vitamin K, encompassing phylloquinone (K1) and menaquinones (K2), is essential not only for coagulation but also for various extra-hepatic functions. This review summarizes current knowledge on the biological roles, absorption mechanisms, clinical relevance, and therapeutic implications of vitamins K1 and K2, with particular emphasis on their functions beyond hemostasis. …”
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