Rapid and non-destructive classification of rice seeds with different flavors: an approach based on HPFasterNet by Helong Yu, Helong Yu, Zhenyang Chen, Shaozhong Song, Shaozhong Song, Shaozhong Song, Chunyan Qi, Junling Liu, Chenglin Yang

“…Comparison with three classical models and three lightweight models shows that HPFasterNet exhibits a more comprehensive and integrated performance. …”
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Exploration of the mechanism of 5-Methylcytosine promoting the progression of hepatocellular carcinoma by Qiyao Zhang, Zhen Cao, Yuting He, Ziwen Liu, Wenzhi Guo

“…Metabolic processes were inhibited in hypermethylated HCC, whereas immune checkpoint and multiple classical tumor pathways were significantly upregulated. …”
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Identification of New Rat Bone Marrow-Derived Population of Very Small Stem Cell with Oct-4A and Nanog Expression by Flow Cytometric Platforms by Anna Labedz-Maslowska, Elzbieta Kamycka, Sylwia Bobis-Wozowicz, Zbigniew Madeja, Ewa K. Zuba-Surma

“…Thus, we employed multi-instrumental flow cytometric approach including classical and imaging cytometry and we established that newly identified population of nonhematopoietic cells expressing CD106 (VCAM-I) antigen contains SCs with very small size, expressing markers of pluripotency (Oct-4A and Nanog) on both mRNA and protein levels that indicate VSEL population. …”
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Stock volatility as an anomalous diffusion process by Rubén V. Arévalo, J. Alberto Conejero, Òscar Garibo-i-Orts, Alfred Peris

“…Anomalous diffusion (AD) describes transport phenomena where the mean-square displacement (MSD) of a particle does not scale linearly with time, deviating from classical diffusion. This behavior, often linked to non-equilibrium phenomena, sheds light on the underlying mechanisms in various systems, including biological and financial domains.Integrating insights from anomalous diffusion into financial analysis could significantly improve our understanding of market behaviors, similar to their impacts on biological systems. …”
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Modeling the digital transformation of industrial holdings by A. E. Miller, N. S. Rudenko

“…The studied aspects make it possible to clarify the conceptual provisions of the classical theory of digital transformation of economic systems, in terms of studying problematic situations arising in the process of digital transformation of industrial holdings, as well as substantiating concepts such as modeling, digital transformation, models of digital transformation of industrial systems, to highlight the main stages of development of digital transformation of industrial systems. …”
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Features of model coronaviruses distribution in feline organs and tissues in the context of COVID-19 pathogenesis study by V. N. Afonyushkin, O. E. Sysoeva, O. S. Kozlova, D. V. Shamovskaya

“…To date, the reisreason to believe that, unlike classical a cuterespiratory virusinfections caused by adenoviruses, rhinoviruses, orthomyxoviruses, COVID-19 behaves completely differently. …”
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Enhanced infectivity of bovine viral diarrhoea virus (BVDV) in arginase-producing bovine monocyte-derived macrophages by Lucas José Barone, Nancy Patricia Cardoso, Florencia Celeste Mansilla, Mariángeles Castillo, Alejandra Victoria Capozzo

“…Macrophages are not a homogenous population; they exist in different phenotypes, typically divided into two main categories: classically (pro-inflammatory) and alternatively activated (anti-inflammatory) or M1 and M2, respectively. …”
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Bread wheat callusogenesis and organogenesis using mature embryos as explants by G. R. Gumerova, A. A. Galimova, B. R. Kuluev

“…Bread wheat (Triticum aestivum L.) is one of the staple cereal crops, so it is of great interest to breeders and researchers and requires constant monitoring of existing cultivars, including the development of new ones through classical breeding and modern gene engineering. The key stage in these techniques is successful callusogenesis and organogenesis in target objects. …”
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Exploring damped and undamped frequencies in beam structures with viscoelastic supports using GFEM and state-space formulation by Gulnaz Kanwal, Hani Alahmadi, Rab Nawaz, Tayyab Nawaz

“…The scientific novelty lies in extending the classical separation of variables approach and coupling it with eigenvalue-based dispersion relations to derive an innovative spatial matrix formulation for displacements, slopes, and their derivatives. …”
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Exploratory analysis of a Novel RACK1 mutation and its potential role in epileptic seizures via Microglia activation by Sai Zhang, Zhaofei Dong, Jing Guo, Ze Li, Hong Wu, Linming Zhang, Fuli Min, Tao Zeng

“…In vivo experiments demonstrated that RACK1-p.L206P mutant mice displayed classic seizure symptoms, with increased neuronal excitability and a tendency for action potential bursts during initial depolarization, along with more frequent spike discharges. …”
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Taenia crassiceps Antigens Control Experimental Type 1 Diabetes by Inducing Alternatively Activated Macrophages by Arlett Espinoza-Jiménez, Roberto De Haro, Luis I. Terrazas

“…Proinflammatory cytokines such as IL-1β, IL-6, TNF-α, IFN-γ, IL-12, IL-17, and NO can be released by CD4 and CD8+ lymphocytes as well as by classically activated macrophages (CAMϕs), which are important in the development of T1D. …”
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Semiclassical Estimates of Pressure-induced Line Widths for Infrared Absorption in Hot (Exo)planetary Atmospheres by Jeanna Buldyreva, Kathleen Stehlin, Sergei N. Yurchenko, Elizabeth R. Guest, Jonathan Tennyson

“…Advanced theoretical approaches (classical, semiclassical, and quantum mechanical), without mentioning their high computational cost, are also impracticable due to the lack of potential energy surfaces. …”
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Decoding nature: multi-target anti-inflammatory mechanisms of natural products in the TLR4/NF-κB pathway by Yue Zhao, Yue Zhao, Jiacai Wu, Xiaolan Liu, Xiaolan Liu, Xu Chen, Xu Chen, Juan Wang, Juan Wang

“…These discoveries are integrated into the classical TLR4/NF-κB pathway to systematically elucidate the latest mechanisms among various targets. …”
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Unraveling Abnormal Thermal Quenching of Sub‐Gap Emission in β‐Ga2O3 by Zhengpeng Wang, Fei Tang, Fang‐Fang Ren, Hongwei Liang, Xiangyuan Cui, Shijie Xu, Shulin Gu, Rong Zhang, Youdou Zheng, Jiandong Ye

“…One channel is the nsnp‐ns2 transition of Sn2+, the other is donor‐acceptor pair recombination via (2VGa‐Sni)2− complex, which is energetically favorable as evidenced by density functional theory calculations. The semi‐classical quantum theory models fitting proves the transition from green to UV emissions with elevated temperature. …”
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When insect development meets insect succession: Advantages of combining different methods and insect taxa in estimating the post-mortem interval by Szymon Matuszewski, Anna Mądra-Bielewicz

“…The results regarding the minimum PMI were fully consistent with the results obtained using the classical developmental method. This finding indicates that in some cases the presence/absence method can be used interchangeably with the developmental method. …”
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Unveiling the UNESCO Biosphere Reserve of the Berlengas Archipelago in Portugal as a Hotspot of Fish Species Using eDNA Metabarcoding and the Collaboration of Fishing Crews by Marco Simões, Cátia Costa, Maria da Luz Calado, Nuno Vasco-Rodrigues, Maria Jorge Campos, Sérgio Miguel Leandro, Agostinho Antunes

“…To overcome difficulties of classical methods used for fish stock management, molecular tools have shown potential to address this issue assessing both targeted and non-targeted species. …”
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TSMGA: Temporal-Spatial Multiscale Graph Attention Network for Remote Sensing Change Detection by Xiaoyang Zhang, Genji Yuan, Zhen Hua, Jinjiang Li

“…We validate the effectiveness and advancement of TSMGA on three classical datasets (LEVIR-CD, WHU-CD, GZ-CD), and the experimental results show that TSMGA achieves the state-of-the-art performance level.…”
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Hybrid Harmony Search Algorithm Integrating Differential Evolution and Lévy Flight for Engineering Optimization by Feng Qin, Azlan Mohd Zain, Kai-Qing Zhou, Norfadzlan Bin Yusup, Didik Dwi Prasetya, Rozita Abdul Jalil, Zaheera Zainal Abidin, Mahadi Bahari, Yusri Kamin, Mazlina Abdul Majid

“…Extensive experiments were conducted to validate performance on 23 classic benchmark functions and 12 CEC 2022 benchmark functions, followed by comprehensive testing on 7 engineering problems, demonstrating the superiority of HSA-DELF. …”
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Rare Somatic MEN1 Gene Pathogenic Variant in a Patient Affected by Atypical Parathyroid Adenoma by Luigia Cinque, Flavia Pugliese, Celeste Clemente, Stefano Castellana, Maria Pia Leone, Danilo de Martino, Teresa Balsamo, Claudia Battista, Tommaso Biagini, Paolo Graziano, Marco Castori, Alfredo Scillitani, Vito Guarnieri

“…Atypical parathyroid adenoma is a rare neoplasm, showing atypical histological features intermediate between classic benign adenoma and the rarest parathyroid carcinoma, whose the clinical behaviour and outcome is not yet understood or predictable. …”
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Unlocking the mechanical, thermodynamic and thermoelectric properties of NaSbS2: A DFT scheme by M.N.H. Liton, A.K.M. Farid Ul Islam, M.S.I. Sarker, M.M. Rahman, M.K.R. Khan

“…The present study focuses on the ground state mechanical, acoustic, thermodynamic and electronic transport properties of NaSbS2 polymorphs using the density functional theory (DFT) and semi-classical Boltzmann transport theory. The mechanical stability of the polymorphs is affirmed by the calculated elastic tensor. …”
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