A robust multimodal brain MRI-based diagnostic model for migraine: validation across different migraine phases and longitudinal follow-up data by Jong Young Namgung, Eunchan Noh, Yurim Jang, Mi Ji Lee, Bo-yong Park

“…We employed a regularization-based feature selection method combined with a random forest classifier to construct a diagnostic model. By testing the models with varying feature combinations, penalty terms, and spatial granularities within a strict cross-validation framework, we found that the combination of curvature, sulcal depth, cortical thickness, and functional gradient achieved a robust classification performance. …”
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A linkage map of Aegilops biuncialis reveals significant genomic rearrangements compared to bread wheat by Adam Lampar, András Farkas, László Ivanizs, Kitti Szőke‐Pázsi, Eszter Gaál, Mahmoud Said, Jan Bartoš, Jaroslav Doležel, Abraham Korol, Miroslav Valárik, István Molnár

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Schwann cells in regeneration and cancer by Lan Zhang, Jiale Xie, Wenyu Dai, Bing Lu, Sheng Yi

“…In addition, Schwann cells also function as an important player in the tumor microenvironment and aid in the growth and invasiveness of many other solid cancers. …”
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Capsaicin alleviates the hepatic clock gene disruption and gut microbiota dysbiosis in circadian rhythm disorder mouse model by Bolin Lin, Chi-Tang Ho, Yawen Wang, Jie Xiao, Muwen Lu

“…These results indicated that CAP could alleviate CD-induced hepatic clock gene disruption and gut microbiota dysbiosis in mice, providing theoretical basis for CAP to be used as a muti-functional ingredient with great health-promoting effects.…”
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Acmeological technology of forecasting individual professional-oriented trajectories of students’ personality development by E. F. Zeer, L. N. Stepanova

“…The method of structural and functional modelling of acmeological technology was applied. …”
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Pig models reveal the interplay between fatty acids and cytokines in skeletal muscle by Fernanda Nery Ciconello, Christopher Keith Tuggle, Julia Dezen Gomes, Bruna Pereira Martins da Silva, Mariah de Castro Durval, Camila Sabino de Oliveira, Lucas Echevarria Nascimento, Luciana Sales Freitas, James Eugene Koltes, Aline Silva Mello Cesar

“…Functional enrichment analysis and hub gene identification revealed several key genes involved in immune function and fatty acid metabolism. …”
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Psychometric evaluation of EQ-5D-5L in OHCA survivors from the TTM2 trial: a post hoc analysis by Mattias Bohm, Kristofer Årestedt, Susann Ullén, Niklas Nielsen, Josef Dankiewicz, Hans Friberg, Erik Blennow Nordström, Alain Cariou, Janus Christian Jakobsen, Anders Morten Grejs, Matthias Haenggi, Naomi E. Hammond, Katarina Heimburg, Thomas R. Keeble, Christoph Leithner, Christian Rylander, Johan Undén, Matt P. Wise, Tobias Cronberg, Gisela Lilja

“…The strong association between health and functional dependency indicate robust and comparable construct validity for EQ LSS, EQ value, and EQ VAS in this sample.…”
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Bioaugmentation of Industrial Wastewater and Formation of Bacterial–CaCO₃ Coupled System for Self-Healing Cement by Olja Šovljanski, Vesna Bulatović, Tiana Milović, Jovana Grahovac, Tamara Erceg, Miroslav Dramićanin, Ana Tomić

“…The layered encapsulation strategy ensured bacterial viability and a controlled activation mechanism, offering a scalable and sustainable solution for infrastructure resilience. This dual-function approach addresses critical environmental and construction challenges by linking efficient wastewater treatment with innovative self-healing material development, contributing to global sustainability and circular economy goals.…”
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Cost Accounting Algorithm of Environmental Pollution Control Based on Discrete Probability by Bing Xu

“…Firstly, the cost of environmental pollution is classified and the monetization function of environmental pollution cost is constructed. …”
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Lactate-associated gene MCU promotes the proliferation, migration, and invasion of pancreatic ductal adenocarcinoma by Yuhang Chen, Fenglin Zhang, Suoyi Dai, Jiangang Zhao, Wenxun Cai, Ke Zhang, Xinghe Liao, Lianyu Chen

“…In vitro experiments were executed to examine the function of MCU in PDAC cells. In vitro experiments were conducted to detect the malignant potential of MCU in PDAC cells and its effect on lactic acid metabolism. …”
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Thick-walled spherical shell problem by A. M. Artemov, E. S. Baranovskii, A. A. Verlin, E. V. Syomka

“…To estimate the stresses in the region of the elastic state of a spherical shell, an equivalent stress is introduced, which is similar to the selected plasticity function. The construction of the stress vector hodograph is used as a method for verification of the stress state.Results. …”
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Neural Networks Method in modeling of the financial company’s performance by I. P. Kurochkina, I. I. Kalinin, L. A. Mamatova, E. B. Shuvalova

“…They are able to learn to function based on the gained experience, the result of allowing less and less mistakes.The article reveals the advantages of such an alternative approach. …”
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Method for Determining the Number of Propellers in an Aircraft from a Radar Image Obtained by Inverse Synthesis of the Antenna Aperture by S. R. Heister, V. V. Kirychenka

“…The radar image allows to visualize the blades of the rotors included in the functional group (traction rotors of an aircraft, rotors of a twin-rotor helicopter, rotors of a multicopter). …”
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Research on a Dynamic Evaluation of Financial Risks of Intellectual Property Pledge Financing of High-Tech Enterprises by Xiangyu Ge, Ying Jin, Qing Li, Xiaofang Yao, Shican Liu

“…Then, based on the dynamic function method, we can construct the evaluation function to describe the change trend of the financial indicators of enterprises with a comparison of the advantages and disadvantages of the financial indicators of enterprises. …”
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H∞ Control for a Networked Control Model of Systems with Two Additive Time-Varying Delays by Hanyong Shao, Zhengqiang Zhang, Xunlin Zhu, Guoying Miao

“…This paper is concerned with H∞ control for a networked control model of systems with two additive time-varying delays. A new Lyapunov functional is constructed to make full use of the information of the delays, and for the derivative of the Lyapunov functional a novel technique is employed to compute a tighter upper bound, which is dependent on the two time-varying delays instead of the upper bounds of them. …”
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Tunable Rectification in 2D Porphyrinic Metal–Organic Framework Nanosheets Molecular Heterojunctions by Bing Huang, Xiaoyu Wang, Chaoguang He, Yongkang Zhang, Pan Qi, Ying Wang, Tong Li, Huixia Fu, Hui Wei, Cunlan Guo

“…Abstract As functional electrical devices advance, new strategies for regulating electrical properties are essential for achieving diverse electrical performance. …”
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Expression of a humanized viral 2A-mediated lux operon efficiently generates autonomous bioluminescence in human cells. by Tingting Xu, Steven Ripp, Gary S Sayler, Dan M Close

“…While this was disproven when the bacterial luciferase (lux) cassette was demonstrated to function in a human cell, its expression required multiple genetic constructs, was functional in only a single cell type, and generated a significantly reduced signal compared to substrate-requiring systems. …”
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Comprehensive Landscape of Prognostic Significance and Immune Characteristics of Myosins in Squamous Cell Carcinoma of the Head and Neck by Yuying Zhu, Shikang Zheng, Xingyou Zhai, Cheng Wang, Aijun Liu, Jun Ju, Xin Peng, Liwei Chen, Yongxia Zhang, Nan Ren, Yingli Xie, Junda Fan, Kai Zhao, Mingbo Liu

“…Furthermore, MYO1B/MYO5A/MYO10 interacting genes were identified, and the protein-protein interaction (PPI) networks were constructed by STRING and GeneMANIA. The enrichment analysis revealed that MYO1B/MYO5A/MYO10 associated genes mainly participated in cell metastasis and EMT processes, which were also confirmed by cell functional experiments. …”
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Unveiling novel susceptibility genes and drug targets for basal cell carcinoma by a cross-tissue transcriptome-wide association study by Hong Sun, Ling Li, Xiu Xin, Jingchao Yan, Taomin Huang

“…The cross-tissue TWAS was conducted to discover the candidate genes for BCC. Functional Summary-based Imputation (FUSION) analysis was used to validate these genes in the single tissues. …”
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VALIDATION OF EQ-5D AND HADS INDICES TO EVALUATE QUALITY OF LIFE IN PATIENTS WITH PANNICULITIS by N. M. Savushkina, V. N. Amirdzhanova, S. I. Glukhova, O. N. Egorova, B. S. Belov

“…The EQ-5D and RAPID-3 questionnaires are valid and sensitive common instruments for assessing quality of life and functional status in patients with PN.…”
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