Quantitative Physiologic MRI Combined with Feature Engineering for Developing Machine Learning-Based Prediction Models to Distinguish Glioblastomas from Single Brain Metastases by Seyyed Ali Hosseini, Stijn Servaes, Brandon Hall, Sourav Bhaduri, Archith Rajan, Pedro Rosa-Neto, Steven Brem, Laurie A. Loevner, Suyash Mohan, Sanjeev Chawla

“…In the next step, most relevant features were extracted (non-interacting features), which were subsequently used to generate a set of new, innovative, high-order features (interacting features) using a feature engineering method. Finally, 10 machine learning classifiers were employed in distinguishing GBMs and BMs. …”
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Response Analysis of a Ballasted Rail Track Constructed on Soft Soil by 3D Modeling by Iram Lamiya Hoque, Shamontee Aziz, Joya Rani Mallick, Md. Arifuzzaman Nayeem, Tamanna-E-Hafiz Maisha, F. M. Zahid Hossain, A. F. M. S. Amin

“…The critical train speed generating the maximum displacement is identified as 120 km/hr, and the dynamic velocity amplitude decreases with depth. Finally, an allowable limit of rail embankment settlement on a soft deltaic deposit is observed.…”
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重新去极化对小脑颗粒神经元c-Jun 的影响 by 黄奕俊, 龚守芳, 邱鹏新, 苏兴文, 颜光美

“…【方法】用Western blotting 检测原代培养的大鼠小 脑颗粒神经元胞内c-Jun 总量及磷酸化水平;用逆转录-聚合酶链反应(rev erse tr anscription-polymerase chain reaction, RT-PCR) 检测编码基因c-jun 表达水平;用免疫共沉淀(coimmunoprecipitatio n)检测c-Jun 氨基末端激酶(c-Jun N-terminal kinase , JNK)活 性;用二乙酸荧光素(fluorescein diacetate , FDA)染色检测神经元存活率。…”
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Circulating MMP-12 as Potential Biomarker in Evaluating Disease Severity and Efficacy of Sublingual Immunotherapy in Allergic Rhinitis by Yandan Zhou, Min Xu, Wei Gong, Xiaoming Kang, Renzhong Guo, Jie Wen, Dinggang Zhou, Manjing Wang, Dazhi Shi, Qiancheng Jing

“…The serum concentrations of MRGPRX2 and MMP-12 were significantly higher in the AR group than the HC group, and the elevated MMP-12 levels were correlated with VAS and TNSS, and serum MRGPRX2 levels were correlated with VAS. Finally, 100 and 80 patients completed 1-year and 3-year follow-up and were classified into effective and ineffective groups. …”
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Recommender Systems for Unified Modeling Language and Vice Versa—A Systematic Literature Review by Elaheh Azadi Marand, Amir Sheikhahmadi, Moharram Challenger, Parham Moradi, Alireza Khalilipour

“…On the other hand, to design the components of the proposed approaches (recommender systems), behavioral diagrams are generally used (53% on average), focusing on knowledge-based techniques (28% on average). Finally, the study shows that researchers use content-based (38%) and knowledge-based (41%) techniques to recommend design models. …”
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Archaea methanogens are associated with cognitive performance through the shaping of gut microbiota, butyrate and histidine metabolism by Andrea Fumagalli, Anna Castells-Nobau, Dakshat Trivedi, Josep Garre-Olmo, Josep Puig, Rafel Ramos, Lluís Ramió-Torrentà, Vicente Pérez-Brocal, Andrés Moya, Jonathan Swann, Elena Martin-Garcia, Rafael Maldonado, José Manuel Fernández-Real, Jordi Mayneris-Perxachs

“…Phenylacetate and linoleic acid metabolism also emerged in the Aging Imageomics cohort performing untargeted HPLC-ESI-MS/MS metabolic profiling, while a targeted bile acid profiling identified again isolithocholic acid as one of the most significant bile acid increased in the HMs. 3-Methylhistidine levels were also associated with intense physical activity in a second validation cohort (IRONMET-CGM, n = 116). Finally, FMT from HMs donors improved cognitive flexibility, reduced weight, and altered SCFAs, histidine-, linoleic acid- and phenylalanine-related metabolites in the dorsal striatum of recipient mice. …”
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Developing a Mobile Application-based System for Enhancing Medical Skill Training by TING-SHENG WENG, XUAN-REN CHEN

“…For user flow implementation, we developed a complete process including user registration, subject management, test preparation, and evaluation. Finally, we implemented core functionalities such as the login interface, question selection, and test interface to ensure the system’s comprehensiveness and practicality. …”
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6G: The Intelligent Network of Everything by Harri Pennanen, Tuomo Hanninen, Oskari Tervo, Antti Tolli, Matti Latva-Aho

“…A special focus is given to a comprehensive set of potential 6G technologies, each of which is introduced in a tutorial manner, with a discussion on the vision, introduction, past, present, opportunities, challenges, literature, and future research directions. Finally, we speculate on what comes after 6G and sketch the first high-level vision of 7G. …”
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Identification and Validation of Pivotal Genes in Osteoarthritis Combined with WGCNA Analysis by Yang C, Chen X, Liu J, Wang W, Sun L, Xie Y, Chang Q

“…Through the integration of protein-protein interaction (PPI) analysis, validation in animal models and ROC curve analysis, four pivotal genes (GADD45B, CLDN5, HILPDA and CDKN1B) were finally identified.Conclusion: In conclusion, these identified key genes could serve as novel targets for predicting and treating OA, offering fresh insights into its etiology and pathogenesis.Keywords: osteoarthritis, bioinformatics analysis, WGCNA, GSE data…”
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Establishing the first ever pediatric procedural sedation clinic in a low-income country: Assessment of the safety and efficacy by Tigist Bacha, Segni Kejela, Scott A. Hagen

“…Subsequently, we conducted a modified sedation provider course from the Society for Pediatric Sedation (SPS) with pre and post-training testing to document course effectiveness. Finally, we developed a procedural sedation clinic at Tikur Anbessa Specialized Hospital. …”
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Causal Discovery of Flight Service Process Based on Event Sequence by Qian Luo, Lin Zhang, Zhiwei Xing, Huan Xia, Zhao-Xin Chen

“…Under this framework, this paper proposes a new Markov blanket discovery algorithm that does not assume causal sufficiency to discover causal factors and uses benchmark data sets for testing. Finally, the actual flight service data are used for causal discovery among flight service nodes. …”
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Association between non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio and serum thyroid function measures: Recent Findings from NHANES 2007–201... by Mo-Yao Tan, Ping Zhang, Shan Wu, Si-Xuan Zhu, Ming Gao

“…In Mendelian randomization (MR), the inverse variance weighting method (IVW) is used as the primary analytical approach.ResultsThis study finally comprised 3,881 adults aged 20 years and older. …”
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Kan man utbilda Professionellt omdöme? by Eva Schwarz, Carl Cederberg, Petra Lundberg Bouquelon, Maria Pröckl

“…Thus, we have chosen to collect some “good advice” from the texts in this introduction. Finally, we pose the question whether professional judgement is threatened within higher education.  …”
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A preliminary study on the reference intervals of vitamin K in some areas of Beijing with normal physical examination population by Lin Chen, Meiqi Chen, Shi Cheng, Jiaxin Fei, Dan Xu, Xueyun Hou, Nannan Li, Yuliang Yuan, Guijian Liu, Cheng An

“…The reference intervals for three indicators were established by calculating the data of 2.5 and 97.5 percentiles. Finally, preliminary clinical validation was conducted on 60 apparent healthy individuals undergoing physical examination. …”
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Screening and Characterization of High Protein Yeast with Excellent Stress Tolerance by DENG Juan-li, SUN Chang-po, ZHAO Yi-fan, LI Tian-tian, YIN Peng

“…Therefore, B-1 strain was determined as the target strain. Finally, the growth characteristics and stress tolerance of B-1 strain were examined. …”
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Strategy Design of PM2.5 Controlling for Northern Thailand by Karuna Jainontee, Prapat Pongkiatkul, Ying-Lin Wang, Roy J. F. Weng, Yi-Ting Lu, Ting-Shiuan Wang, Wang-Kun Chen

“…This study takes Chiang Mai and Chiang Rai provinces in Northern Thailand as the study areas to identify pollution episodes, analyze PM2.5 source trajectories, and finally propose pollution control strategies accordingly. …”
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Analysis of Three-Dimensional Damage Constitutive Model of Frozen Sand Based on the Influence of Intermediate Principal Stress and Temperature by Shilong Ma, Zhaoming Yao, Shuang Liu, Xuan Pan

“…This allows for a constitutive model of frozen sand damage under the three-dimensional stress state to be established. Finally, the model parameter values through low-temperature three-dimensional test data were able to be determined. …”
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Quantifying intratumoral heterogeneity within sub-regions to predict high-grade patterns in clinical stage I solid lung adenocarcinoma by Zhichao Zuo, Jinqiu Deng, Wu Ge, Yinjun Zhou, Haibo Liu, Wei Zhang, Ying Zeng

“…Results The ITH score outperformed both C-radiomics scores and Clin-Rad classification, as evidenced by higher AUC values in the training set (0.820 versus 0.810 and 0.700, p = 0.049 and p = 0.031, respectively) and in the test set (0.805 versus 0.771 and 0.732, p = 0.041 and p = 0.025, respectively). Finally, the hybrid model consistently demonstrated robust predictive capabilities in identifying presence of MP/S components, achieving AUC of 0.830 in the training set and 0.849 in the test set (all p < 0.05). …”
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Global research landscape and emerging trends of non-coding RNAs in prostate cancer: a bibliometric analysis by Yu-Liang Zhou, Yu-Liang Zhou, Wen-Liang Yao, Wen-Liang Yao, Sheng-Hui Chen, Sheng-Hui Chen, Peng Wang, Peng Wang, Jing-Wen Fu, Jing-Wen Fu, Jia-Qin Zhao, Jia-Qin Zhao, Jia-Yi Zhang, Jia-Yi Zhang

“…In addition, co-occurrence analysis of keywords and co-citation analysis of references were performed using CiteSpace, and emergent detection was also performed.ResultsA total of 2,951 articles on PC-related ncRNAs were finally included in this study for analysis. China contributed the largest number of publications, while the United States was the most influential country in this field, with collaborative ties to 26 other countries. …”
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Küresel Kriz, Sosyal Piyasa Ekonomisine Geçiş İçin Bir Fırsat Olabilir Mi? by Cemil Eraslan, Yüksel Bayraktar

“…Özet 2007 yılının ortalarında ABD finans piyasalarında yaşanmaya başlayan ve kısa sürede küresel bir hale dönüşen ekonomik kriz, dünya ekonomisinin ciddi bir durgunluğa girmesine yol açmıştır. …”
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