A hybrid critical channels and optimal feature subset selection framework for EEG fatigue recognition by Hanying Guo, Siying Chen, Yongjiang Zhou, Ting Xu, Yuhao Zhang, Hongliang Ding

“…Empirical Mode Decomposition (EMD) is then applied to extract the intrinsic mode components as network nodes, thereby reducing the influence of the number of electrode channels on the brain functional network. …”
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Incremental learning with SVM for multimodal classification of prostatic adenocarcinoma. by José Fernando García Molina, Lei Zheng, Metin Sertdemir, Dietmar J Dinter, Stefan Schönberg, Matthias Rädle

“…Robust detection of prostatic cancer is a challenge due to the multitude of variants and their representation in MR images. …”
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ANN-based prediction of 17α-ethinylestradiol removal using green magnetic nanoparticles synthesized from celery extract by Saba N. Fayyadh, Nurfaizah A. Tahrim, Wan Nur Aini Wan Mokhtar

“…X-ray diffraction (XRD), Fourier-transform infrared spectroscopy (FTIR), field-emission scanning electron microscopy (FESEM), and transmission electron microscopy (TEM) were employed to characterize the crystalline structure and surface functionalities of the synthesized nanoparticles. Adsorption efficiency was investigated under different conditions, and EE2 concentrations were quantified using high-performance liquid chromatography with UV detection (HPLC–UV). …”
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Prokaryotic microbial compositions and physicochemical characteristics of Huangshui, a by-product of Baijiu fermentation by TANG Yanping, GAO Xiubing, NI Jie, ZHANG Fengqin

“…Understanding the effects of physicochemical factors on prokaryotic microorganisms could provide a data for screening functional strains using Huangshui as raw materials. …”
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Feature selection using a multi-strategy improved parrot optimization algorithm in software defect prediction by Qi Fei, Guisheng Yin, Zhian Sun

“…Software defect detection is a critical research topic in the field of software engineering, aiming to identify potential defects during the development process to improve software quality and reduce maintenance costs. …”
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Lung cancer intravasation-on-a-chip: Visualization and machine learning-assisted automatic quantification by Christy Wing Tung Wong, Joyce Zhi Xuen Lee, Anna Jaeschke, Sammi Sze Ying Ng, Kwok Keung Lit, Ho-Ying Wan, Caroline Kniebs, Dai Fei Elmer Ker, Rocky S. Tuan, Anna Blocki

“…When introduced into microvascular networks (MVNs) in microfluidic devices, EMT-IC did not affect MVN stability and physiologically relevant barrier functions.To model lung cancer intravasation on-a-chip, EMT-IC was supplemented into co-cultures of lung tumor micromasses and MVNs. …”
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Effect of the time factor on the hydraulic activity of mechanically activated saponin-containing powder by Marina V. Morozova, Maria A. Frolova

“…To perform potentiometric analysis, an electrode system consisting of a measuring electrode with a calcium ion detection function (pCa) and a reference electrode was used. …”
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Toll‐like receptors in mammalian sperm by Takashi Umehara, Takahiro Yamanaka, Masayuki Shimada

“…Conclusion TLRs in the sperm serve as immune receptors that detect bacterial and viral infections, thereby reducing sperm functionality, preventing miscarriage, protecting maternal health, and sex selection.…”
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From Traditional Nanoparticles to Cluster-Triggered Emission Polymers for the Generation of Smart Nanotheranostics in Cancer Treatment by Cristina Blasco-Navarro, Carlos Alonso-Moreno, Iván Bravo

“…Nanotheranostics integrates diagnostic and therapeutic functionalities using nanoscale materials, advancing personalized medicine by enhancing treatment precision and reducing adverse effects. …”
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Enhancement of quantum coherence in solid-state qubits via interface engineering by Wing Ki Lo, Yaowen Zhang, Ho Yin Chow, Jiahao Wu, Man Yin Leung, Kin On Ho, Xuliang Du, Yifan Chen, Yang Shen, Ding Pan, Sen Yang

“…Raman spectroscopy and density-functional theory reveal surface termination-driven graphene charge transfer reduces spin noise by pairing surface electrons, supported by double electron-electron resonance spectroscopy showing fewer unpaired spins. …”
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2-Hydroxy-4-n-octyloxybenzophenone induces developmental neurotoxicity and multiple sclerosis-like symptoms through cacna1a regulated Ca2 + inward flow and microglial activation by Xinjia Li, Xin Gao, Siyuan Liu, Siyu Liu, Yanao Liu, Li Gao, Lijie Xia, Kechun Liu, Meng Jin

“…It was observed that UV-531 treatment resulted in a reduced locomotor activity, DA neurons injury, cerebral vessels damage, BBB leakage, calcium homeostasis imbalance, and abnormal expression of genes related to neurodevelopment and function. …”
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Home-Based Telepsychiatry in US Urban Area by Alireza Amirsadri, Jaclynne Burns, Albert Pizzuti, Cynthia L. Arfken

“…The treatment plan included adding an antidepressant and therapy plan, eliminating one psychiatric medication, and reducing dosage of pain medication. The outcomes were improved function and quality of life. …”
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Сhronic hepatitis C in patients with мetabolic syndrome by T. V. Antonova, M. A. Romanova, E. G. Sergeeva

“…Abdominal obesity, insulin resistance, reduced high density ipoprotein cholesterol, high triglycerides were detected in severe liverfibrosis more frequently than in early stages of the disease. …”
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Enhancing Secure Software Development with AZTRM-D: An AI-Integrated Approach Combining DevSecOps, Risk Management, and Zero Trust by Ian Coston, Karl David Hezel, Eadan Plotnizky, Mehrdad Nojoumian

“…By automating key security functions and providing continuous oversight, AZTRM-D enhances risk mitigation, reduces vulnerabilities, streamlines compliance, and significantly strengthens the overall security posture of software systems, thereby addressing the complexities of modern cyber threats and accelerating the delivery of secure software.…”
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Inclusive innovation: Implementation of low-cost proximity sensors for canes by Herald Gonzales-Saavedra, Kenjy Garcia-Hurtado, Carlos Gallegos-Pinedo, Rodrigo Tenazoa-Bardales, Anthony Ordinola-Sinarahua, Diego Hilario-Putpaña, Dick Diaz-Delgado

“…The prototype's design is lightweight, accessible, and functional, prioritizing simplicity without compromising reliability. …”
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A Study on the Hydrophobicity and Icephobicity of Modified Cement-Based Composite Coatings for Anti-/De-Icing of Guardrail Concrete by Jianping Gao, Pan Zhou, Xianlong Shi, Kang Gu, Hongji Chen, Qian Yang, Zhengwu Jiang

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The Study on Awareness of Empowering Minds: The Role of Psycho-Education in Mental Health by Binish Nawaz, Neeta Maheshwary, Arjumand Ahmed, Muhammad Iqbal Asif, Syed Awais Aftab, Muhammad Aman Hasan

“…Preventive interventions, including awareness campaigns, community-based programs, and access to mental health services, are essential to address the burden of mental illness and reduce stigma. These initiatives aim to promote early detection, increase help-seeking behavior, and provide timely support to needy individuals. …”
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Development of an innovative duplex digital PCR assay for circulating MiRNA ratio quantification in metastatic melanoma by Alex De Gregorio, Andrea Sacconi, Chiara Mandoj, Fabio Valenti, Valentina De Pascale, Gabriele Madonna, Mariaelena Capone, Teresa Meinardi, Francesca Guerresi, Irene Terrenato, Giovanni Cigliana, Michelangelo Russillo, Virginia Ferraresi, Maurizio Fanciulli, Giovanni Blandino, Paolo Antonio Ascierto, Gennaro Ciliberto, Rita Mancini, Luigi Fattore

“…Results The duplex assay maintained analytical performance comparable to singleplex reactions while reducing sample and reagent use. Compared to qRT-PCR, dPCR showed superior sensitivity, particularly for detecting low-abundance miRNAs like miR-4488. miRatio effectively predicts disease outcome when measured at baseline prior to MAPKi therapy and exhibits dynamic changes during treatment, supporting its potential as a longitudinal biomarker. …”
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Nutrient Enrichment Alters Phenotypic Selection on Plant Traits in an Annual Herb on the Tibetan Plateau by Lu Ningna, Hou Meng, Ma Yan, Øystein H. Opedal, Zhao Zhigang

“…Nutrient enrichment can alter the composition, diversity, and functioning of terrestrial plant communities, yet its effect on evolutionary processes in plant populations has been less well studied. …”
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Characterization of the resting-state brain network topology in the 6-hydroxydopamine rat model of Parkinson's disease. by Robert Westphal, Camilla Simmons, Michel B Mesquita, Tobias C Wood, Steve C R Williams, Anthony C Vernon, Diana Cash

“…Resting-state functional MRI (rsfMRI) is an imaging technology that has recently gained attention for its ability to detect disruptions in functional brain networks in humans, including in patients with Parkinson's disease (PD), revealing early and widespread brain network abnormalities. …”
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