10,059 results on '"Meng, Yang"'
Search Results
2. Unity by Diversity: Improved Representation Learning in Multimodal VAEs
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Sutter, Thomas M., Meng, Yang, Agostini, Andrea, Chopard, Daphné, Fortin, Norbert, Vogt, Julia E., Shahbaba, Bahbak, and Mandt, Stephan
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Computer Science - Machine Learning ,Computer Science - Artificial Intelligence - Abstract
Variational Autoencoders for multimodal data hold promise for many tasks in data analysis, such as representation learning, conditional generation, and imputation. Current architectures either share the encoder output, decoder input, or both across modalities to learn a shared representation. Such architectures impose hard constraints on the model. In this work, we show that a better latent representation can be obtained by replacing these hard constraints with a soft constraint. We propose a new mixture-of-experts prior, softly guiding each modality's latent representation towards a shared aggregate posterior. This approach results in a superior latent representation and allows each encoding to preserve information better from its uncompressed original features. In extensive experiments on multiple benchmark datasets and two challenging real-world datasets, we show improved learned latent representations and imputation of missing data modalities compared to existing methods.
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- 2024
3. Do Rogue Wave Exist in the Kadomtesv-Petviashivili I Equation ?
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Zhang, Jie-Fang, Zhang, Zhao, Zhang, Meng-yang, and Jin, Mei-zhen
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Nonlinear Sciences - Pattern Formation and Solitons - Abstract
There is considerable fundamental theoretical and applicative interest in obtaining two-dimensional rogue wave similar to one-dimensional rogue wave of the nonlinear Schr\"odinger equation. Here, we first time proposes a self-mapping transformation and analytically predict the existence of a family of novel spatio-temporal rogue wave solutions for the Kadomtesv-Petviashivili equation. We discover that these spatio-temporal rogue waves showing a strong analogy characteristics of the short-lives with rogue waves of the NLS equation. Our fingdings can also provide a solid mathematical basis for theory and application in shallow water, plasma and optics. This technique could be available to construct rogue-like waves of (2+1)-dimensional nonlinear wave models. Also, these studies could be helpful to deepen our understandings and enrich our knowledge about rogue waves., Comment: 15 pages,2 figures,54 references
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- 2024
4. Scaling Up Bayesian Neural Networks with Neural Networks
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Moslemi, Zahra, Meng, Yang, Lan, Shiwei, and Shahbaba, Babak
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Statistics - Computation - Abstract
Bayesian Neural Network (BNN) offers a more principled, robust, and interpretable framework for analyzing high-dimensional data. They address the typical challenges associated with conventional deep learning methods, such as data insatiability, ad-hoc nature, and susceptibility to overfitting. However, their implementation typically relies on Markov chain Monte Carlo (MCMC) methods that are characterized by their computational intensity and inefficiency in a high-dimensional space. To address this issue, we propose a novel Calibration-Emulation-Sampling (CES) strategy to significantly enhance the computational efficiency of BNN. In this CES framework, during the initial calibration stage, we collect a small set of samples from the parameter space. These samples serve as training data for the emulator. Here, we employ a Deep Neural Network (DNN) emulator to approximate the forward mapping, i.e., the process that input data go through various layers to generate predictions. The trained emulator is then used for sampling from the posterior distribution at substantially higher speed compared to the original BNN. Using simulated and real data, we demonstrate that our proposed method improves computational efficiency of BNN, while maintaining similar performance in terms of prediction accuracy and uncertainty quantification., Comment: 13 pages
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- 2023
5. Online Graph Coloring with Predictions
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Antoniadis, Antonios, Broersma, Hajo, and Meng, Yang
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Computer Science - Data Structures and Algorithms - Abstract
We introduce learning augmented algorithms to the online graph coloring problem. Although the simple greedy algorithm FirstFit is known to perform poorly in the worst case, we are able to establish a relationship between the structure of any input graph $G$ that is revealed online and the number of colors that FirstFit uses for $G$. Based on this relationship, we propose an online coloring algorithm FirstFitPredictions that extends FirstFit while making use of machine learned predictions. We show that FirstFitPredictions is both \emph{consistent} and \emph{smooth}. Moreover, we develop a novel framework for combining online algorithms at runtime specifically for the online graph coloring problem. Finally, we show how this framework can be used to robustify by combining it with any classical online coloring algorithm (that disregards the predictions).
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- 2023
6. Predicting submerged vegetation drag with a machine learning–based method
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Liu, Meng-yang, Tang, Hong-wu, Yuan, Sai-yu, and Yan, Jing
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- 2024
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7. Effects of Dual-Frequency Ultrasonic Treatment on Functional and Cryoprotective Properties of Soy Protein Isolate–Curcumin Complexes
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Meng, Yang, Wang, Yinlan, Zhang, Yu, Huan, Chuanming, Gao, Sumin, Meng, Xiangren, and Wang, Hengpeng
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- 2024
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8. Developmental validation of the STRSeqTyper122 kit for massively parallel sequencing of forensic STRs
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Guo, Li-Liang, Yuan, Jia-Hui, Zhang, Chi, Zhao, Jie, Yao, Yi-Ren, Guo, Ke-Li, Meng, Yang, Ji, An-Quan, Kang, Ke-Lai, and Wang, Le
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- 2024
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9. High Hydrostatic Pressure Exacerbates Bladder Fibrosis through Activating Piezo1
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Deng, Bo-lang, Lin, Dong-xu, Li, Zhi-peng, Li, Kang, Wei, Peng-yu, Luo, Chang-cheng, Zhang, Meng-yang, Zhou, Quan, Yang, Zheng-long, and Chen, Zhong
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- 2024
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10. Decomposition of pre-existing Au–P clusters induced in situ α-Fe grains uniformization in Fe–P-based nanocrystalline alloys
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Han, Min-Hao, Sun, Cheng, Xi, Guo-Guo, Meng, Yang, Luo, Qiang, Yu, Xue-Qian, Zhang, Wen-Feng, Liu, Hao, Xu, Hong-Jie, and Zhang, Tao
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- 2024
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11. Inhibiting shuttle effect of lithium polysulfides by double metal selenides for high-performance lithium–sulfur batteries
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Li, Lei, Yang, Xue-Jing, Li, Yi-Yang, Jin, Bo, Liu, Hui, Cui, Meng-Yang, Guan, Dong-Bo, Lang, Xing-You, and Jiang, Qing
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- 2024
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12. OTUD1 promotes hypertensive kidney fibrosis and injury by deubiquitinating CDK9 in renal epithelial cells
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Wang, Meng-yang, Yu, Tian-xiang, Wang, Qin-yan, Han, Xue, Hu, Xiang, Ye, Shi-ju, Long, Xiao-hong, Wang, Yi, Zhu, Hong, Luo, Wu, and Liang, Guang
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- 2024
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13. Effect of Stereotactic Minimally Invasive Surgery on Immune Level and Activities of Daily Living in Elderly Patients with Glioma
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Haoran Wang, Changbin Shi, Wenzhong Du, Meng Yang, Wen Liu, and Wenjia Deng
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stereotactic minimally invasive surgery ,glioma ,neurological deficit ,activities of daily living ,immune function ,Geriatrics ,RC952-954.6 - Abstract
Objective To investigate the effect of stereotactic minimally invasive surgery on immune level and activities of daily living in elderly patients with glioma. Methods Ninety elderly patients with glioma admitted to the First Affiliated Hospital of Harbin Medical University from March 2020 to February 2022 were selected as the study subjects and divided into two groups according to the random number table, 45 cases for each group. The control group was treated with conventional craniotomy and the observation group was treated with stereotactic minimally invasive surgery. The clinical efficacy, activities of daily living (ADL) score, National Institutes of Health Stroke Scale (NIHSS) score, peripheral blood immune parameters T helper (Th) 1, Th2 and Th17 levels were compared between the two groups. Results The overall response rate in the observation group was higher than that in the control group. The recurrence rate at 1 year after surgery was lower than that in the control group. After treatment, the ADL score in the observation group was higher than that in the control group, the NIHSS score was lower than that in the control group, the Th1 level was higher than that in the control group, and the Th2 and Th17 levels were lower than those in the control group. The differences were statistically significant (P
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- 2024
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14. Semaphorin 3C (Sema3C) reshapes stromal microenvironment to promote hepatocellular carcinoma progression
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Hao Peng, Meng Yang, Kun Feng, Qingpeng Lv, and Yewei Zhang
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Medicine ,Biology (General) ,QH301-705.5 - Abstract
Abstract More than 90% of hepatocellular carcinoma (HCC) cases develop in the presence of fibrosis or cirrhosis, making the tumor microenvironment (TME) of HCC distinctive due to the intricate interplay between cancer-associated fibroblasts (CAFs) and cancer stem cells (CSCs), which collectively regulate HCC progression. However, the mechanisms through which CSCs orchestrate the dynamics of the tumor stroma during HCC development remain elusive. Our study unveils a significant upregulation of Sema3C in fibrotic liver, HCC tissues, peripheral blood of HCC patients, as well as sorafenib-resistant tissues and cells, with its overexpression correlating with the acquisition of stemness properties in HCC. We further identify NRP1 and ITGB1 as pivotal functional receptors of Sema3C, activating downstream AKT/Gli1/c-Myc signaling pathways to bolster HCC self-renewal and tumor initiation. Additionally, HCC cells-derived Sema3C facilitated extracellular matrix (ECM) contraction and collagen deposition in vivo, while also promoting the proliferation and activation of hepatic stellate cells (HSCs). Mechanistically, Sema3C interacted with NRP1 and ITGB1 in HSCs, activating downstream NF-kB signaling, thereby stimulating the release of IL-6 and upregulating HMGCR expression, consequently enhancing cholesterol synthesis in HSCs. Furthermore, CAF-secreted TGF-β1 activates AP1 signaling to augment Sema3C expression in HCC cells, establishing a positive feedback loop that accelerates HCC progression. Notably, blockade of Sema3C effectively inhibits tumor growth and sensitizes HCC cells to sorafenib in vivo. In sum, our findings spotlight Sema3C as a novel biomarker facilitating the crosstalk between CSCs and stroma during hepatocarcinogenesis, thereby offering a promising avenue for enhancing treatment efficacy and overcoming drug resistance in HCC.
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- 2024
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15. Intratumoral metabolic heterogeneity by 18F‐FDG PET/CT to predict prognosis for patients with thymic epithelial tumors
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Fangfang Chao, Ran Wang, Xingmin Han, Wenpeng Huang, Ruihua Wang, Yanxia Yu, Xuyang Lin, Ping Yuan, Meng Yang, and Jianbo Gao
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Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background The aim of the present study was to evaluate the impact of intratumoral metabolic heterogeneity and quantitative 18F‐FDG PET/CT imaging parameters in predicting patient outcomes in thymic epithelial tumors (TETs). Methods This retrospective study included 100 patients diagnosed with TETs who underwent pretreatment 18F‐FDG PET/CT. The maximum and mean standardized uptake values (SUVmax and SUVmean), metabolic tumor volume (MTV), and total lesion glycolysis (TLG) on PET/CT were measured. Heterogeneity index‐1 (HI‐1; standard deviation [SD] divided by SUVmean) and heterogeneity index‐2 (HI‐2; linear regression slopes of the MTV according with different SUV thresholds), were evaluated as heterogeneity indices. Associations between these parameters and patient survival outcomes were analyzed. Results The univariate analysis showed that Masaoka stage, TNM stage, WHO classification, SUVmax, SUVmean, TLG, and HI‐1 were significant prognostic factors for progression‐free survival (PFS), while MTV, HI‐2, age, gender, presence of myasthenia gravis, and maximum tumor diameter were not. Subsequently, multivariate analyses showed that HI‐1 (p
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- 2024
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16. PGE2 binding to EP2 promotes ureteral stone expulsion by relaxing ureter via the cAMP-PKA pathway
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Hao Su, Wenyan Zhou, Weiming Chen, Ke Yang, Meng Yang, Hu He, Cheng Qian, Dongbo Yuan, Kehua Jiang, and Jianguo Zhu
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PGE2 ,EP2 ,cAMP ,Ureteral Calculi ,Relaxation ,Diseases of the genitourinary system. Urology ,RC870-923 - Abstract
Abstract Background This study investigated the relaxation effect of PGE2 on the ureter and its role in promoting calculi expulsion following calculi development. Methods By using immunofluorescence and Western blot, we were able to locate EP receptors in the ureter. In vitro experiments assessed the impact of PGE2, receptor antagonists, and agonists on ureteral relaxation rate. We constructed a model of ureteral calculi with flowable resin and collected ureteral tissue from postoperative side of the ureter after obstruction surgery. Western blot analysis was used to determine the protein expression levels of EP receptors and the PGE2 terminal synthase mPGES-1. Additionally, PGE2 was added to smooth muscle cells to observe downstream cAMP and PKA changes. Results The expression of EP2 and EP4 proteins in ureteral smooth muscle was verified by Western blot analysis. According to immunofluorescence, EP2 was primarily found on the cell membrane, while EP4 was found in the nucleus. In vitro, PGE2 induced concentration-dependent ureteral relaxation. Maximum diastolic rate was 70.94 ± 4.57% at a concentration of 30µM. EP2 antagonists hindered this effect, while EP4 antagonists did not. Obstructed ureters exhibited elevated mPGES-1 and EP2 protein expression (P
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- 2024
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17. The spatial and temporal characteristics of urban public safety under the residents' complaints: Evidence from 12345 data in Beijing, China
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Ju He, Wenzhong Zhang, and Meng Yang
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Urban public safety ,12345 ,Emerging HotSpot analysis ,Beijing ,China ,Urbanization. City and country ,HT361-384 ,Political institutions and public administration (General) ,JF20-2112 - Abstract
Accurately revealing the temporal and spatial laws of urban public safety incidents can provide a scientific basis for the construction of urban public safety. Telephone complaints are an important way for residents to perceive urban public safety based on objective reality. This paper uses the 12,345 citizen complaint hotline data in Beijing to explore the temporal and spatial distribution patterns and aggregation characteristics of urban public safety within a day by Emerging HotSpot Analysis. And analyzes the safety space classification based on the characteristic patterns. The results show that: ①The curve of complaints about urban public safety incidents in Beijing is obvious “double peaks” characteristics within one day, at 10:00 a.m. and 3:00 p.m. respectively; ②The occurrence of urban public safety incidents occurs from scratch, from small to large, from large to small, and gradually disappearing within one day; ③The complaints of urban public safety show significant aggregation characteristics in each time period, and the degree of aggregation changes with time; ④ The main manifestations are scattered hot spots and oscillating hot spots. The research conclusions are expected to provide new ideas for urban public safety research and enrich social perception research based on complaint data.
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- 2024
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18. Effect of umbilical cord blood-mononuclear cells on knee osteoarthritis in rabbits
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Yuhang Fu, Chi Zhang, Yong Yang, Baisui Zhou, Meng Yang, Guoshuai Zhu, and Yonglin Zhu
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Osteoarthritis ,Umbilical cord blood-mononuclear cells ,Platelet-rich plasma ,Orthopedic surgery ,RD701-811 ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Abstract Background To investigate the effect and underlying mechanism of umbilical cord blood-mononuclear cells (UCB-MNCs) in treating knee osteoarthritis (KOA) in rabbits. Methods A rabbit KOA model was prepared by anterior cruciate ligament transection (ACLT). Fifty New Zealand white rabbits were randomly divided into the control group, model group, sodium hyaluronate (SH) group, platelet-rich plasma (PRP) group and UCB-MNC group. Knee injections were performed once a week for five consecutive weeks. The gross view of the knee joint, morphology of knee cartilage and structural changes in the knee joint were observed on CT scans, and graded by the Lequesne MG behavioral score and the Mankin score. TNF-α and IL-1β levels in the synovial fluid of the knee were measured by the enzyme-linked immunosorbent assay (ELISA). Expression levels of MMP-13 and COL-II in the knee cartilage were detected by Western blotting and qRT-PCR. Results The Lequesne MG behavioral score and the Mankin score were significantly higher in the model group than those in the control group (P
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- 2024
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19. Associations between OGTT results during pregnancy and offspring TSH levels: a birth cohort study
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Meng Yang, Zhongqiang Cao, Wanting Zhu, Xiaoyuan Feng, Jieqiong Zhou, Jiuying Liu, Yuanyuan Zhong, Yan Zhou, Hong Mei, Xiaonan Cai, Liqin Hu, Aifen Zhou, and Han Xiao
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Gestational diabetes ,Oral glucose tolerance test ,Congenital hypothyroidism ,Birth cohort study ,Gynecology and obstetrics ,RG1-991 - Abstract
Abstract Background Limited evidence exists regarding the association between gestational diabetes mellitus (GDM) and elevated levels of thyroid-stimulating hormone (TSH) in newborns. Therefore, this study aimed to investigate the potential risk of elevated TSH levels in infants exposed to maternal GDM, considering the type and number of abnormal values obtained from the 75-gram oral glucose tolerance test (OGTT). Methods A population-based, prospective birth cohort study was conducted in Wuhan, China. The study included women who underwent GDM screening using a 75-g OGTT. Neonatal TSH levels were measured via a time-resolved immunofluorescence assay. We estimated and stratified the overall risk (adjusted Risk Ratio [RR]) of elevated TSH levels (defined as TSH > 10 mIU/L or > 20 mIU/L) in offspring based on the type and number of abnormal OGTT values. Results Out of 15,236 eligible mother-offspring pairs, 11.5% (1,753) of mothers were diagnosed with GDM. Offspring born to women diagnosed with GDM demonstrated a statistically significant elevation in TSH levels when compared to offspring of non-GDM mothers, with a mean difference of 0.20 [95% CI: 0.04–0.36]. The incidence of elevated TSH levels (TSH > 10 mIU/L) in offspring of non-GDM women was 6.3 per 1,000 live births. Newborns exposed to mothers with three abnormal OGTT values displayed an almost five-fold increased risk of elevated TSH levels (adjusted RR 4.77 [95% CI 1.64–13.96]). Maternal fasting blood glucose was independently and positively correlated with neonatal TSH levels and elevated TSH status (TSH > 20 mIU/L). Conclusions For newborns of women with GDM, personalized risk assessment for elevated TSH levels can be predicated on the type and number of abnormal OGTT values. Furthermore, fasting blood glucose emerges as a critical predictive marker for elevated neonatal TSH status.
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- 2024
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20. Probing holography in p-adic CFT
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Ebert, Stephen, Sun, Hao-Yu, and Zhang, Meng-Yang
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Mathematical Physics ,Particle and High Energy Physics ,Mathematical Sciences ,Physical Sciences ,Astronomical and Space Sciences ,Atomic ,Molecular ,Nuclear ,Particle and Plasma Physics ,Quantum Physics ,Nuclear & Particles Physics ,Mathematical physics ,Astronomical sciences ,Particle and high energy physics - Abstract
We holographically calculate the partition functions of certain types of isotropic sectors of the CFTs dual to Bruhat-Tits trees and p-adic Bañados-Teitelboim-Zanelli (BTZ) black holes. Along the way, we propose new spectral decompositions of the Laplacian operator other than the plane-wave basis on these two types of background, with both analytical and numerical evidence. We extract the density of states and hence entropy from the BTZ partition function via the inverse Laplace transform. Then the one-loop Witten diagram is computed in the p-adic BTZ black hole background, yielding constraints on the heavy-heavy-light averaged three-point coefficient of its boundary p-adic CFT. Finally, for general p-adic CFTs (not necessarily holographic), we analyze the representation theory of their global conformal group PGL(2,Qp), and discuss the suitability of different representations as Hilbert spaces of p-adic CFT.
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- 2023
21. Experiment Study on Fracture Properties of Modified Concrete Attacked by Sulfate Corrosion Under dry-wet Circulation
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Jinjun, Guo, Meng, Yang, Hongli, Chen, and Juhong, Han
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- 2019
22. Development of the fine lunar gravity field modeling with digital elevation model
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Meng Yang, Baoyu Zhang, Xingyuan Yan, Yuan Li, Wuming Zhang, Min Zhong, and Wei Feng
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lunar gravity field ,digital elevation model (dem) ,residual terrain modeling (rtm) ,evaluation of gravity field model ,Geophysics. Cosmic physics ,QC801-809 ,Astrophysics ,QB460-466 - Abstract
The fine modeling of the lunar gravity field is a fundamental task for establishing lunar altitude references, conducting research on lunar interior structure, and other scientific endeavors. The lunar gravity field model constructed solely based on spacecraft orbit data has limited spatial resolution, making it challenging to meet the demands of fine gravity field research. The acquisition of high-resolution terrain models presents new opportunities for the study of precise lunar gravity fields. This paper reviews the current status and advancements in fine lunar gravity field modeling, including research efforts and evaluation methods for global lunar gravity field models, principles and technologies for fine gravity field modeling, as well as related research outcomes. On this basis, this paper systematically summarizes the key theoretical issues and technical challenges in the theory of lunar gravity field modeling based on high-resolution terrain models. These include data updating, error correction in high-frequency gravity field modeling, calculation efficiency, and the series divergence problem in spherical harmonic analysis. In addition, future research directions are discussed. This work will provide references for gravity field research on the Moon and other terrestrial planets.
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- 2024
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23. Preferred Feature Representation for Remote Sensing Scene Classification.
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Meng Yang, Yaxiong Chen, Xiongbo Lu, and Shengwu Xiong
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- 2024
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24. RFF-Net: A Refined Feature Feedback Network for Muscle Ultrasound Image Segmentation with Feature Subtraction and Deep Supervision.
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Weida Xie, Ruina Zhao, Tianxiang Li, Deqiang Xiao, Baoting Wang, Hong Song, Meng Yang, and Jian Yang 0009
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- 2024
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25. Equivalent Beam Modeling Method for Geometric Nonlinear Static Aeroelastic Analysis
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Chen, Zhiying, Meng, Yang, Wan, Zhiqiang, Yang, Chao, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Tan, Kay Chen, Series Editor, and Fu, Song, editor
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- 2024
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26. Online Graph Coloring with Predictions
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Antoniadis, Antonios, Broersma, Hajo, Meng, Yang, Hartmanis, Juris, Founding Editor, Goos, Gerhard, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Basu, Amitabh, editor, Mahjoub, Ali Ridha, editor, and Salazar González, Juan José, editor
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- 2024
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27. A Bio-Based Polyol with Synergetic Phosphorous and Nitrogenous Effect for Constructing Intrinsic Flame-Retardant Flexible Polyurethane Foam
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Mo, Yanping, Cheng, Zhiru, Xie, Yuhui, Chu, Junhan, Xie, Shuangyu, Meng, Yang, Wu, Feng, Feng, Dong, Mei, Yi, and Xie, Delong
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- 2024
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28. YTHDC1 as a tumor progression suppressor through modulating FSP1-dependent ferroptosis suppression in lung cancer
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Yuan, Shuai, Xi, Shu, Weng, Hong, Guo, Meng-Meng, Zhang, Jin-Hui, Yu, Zhi-Ping, Zhang, Haozhe, Yu, Zhaojun, Xing, Zengzhen, Liu, Meng-Yang, Ming, Dao-Jing, Sah, Rajiv Kumar, Zhou, Yi, Li, Gang, Zeng, Tao, Hong, Xin, Li, Yafei, Zeng, Xian-Tao, and Hu, Hailiang
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- 2023
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29. The potential value of ultrasound in predicting local refractory/relapse events in primary thyroid lymphoma patients
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Jiang Ji, Luying Gao, Ruifeng Liu, Xinlong Shi, Liyuan Ma, Aonan Pan, Naishi Li, Chunhao Liu, Xiaoyi Li, Meng Yang, Yu Xia, and Yuxin Jiang
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Primary thyroid lymphoma ,Ultrasound ,Relapse ,Refractory ,Treatment outcome ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Primary thyroid lymphoma (PTL) is a rare malignant disorder, and ultrasound plays an important role in PTL diagnosis and follow-up surveillance. Prediction of refractory/relapse events in PTL patients is an essential issue, yet no ultrasonic PTL features have been discovered to be related to refractory/local relapse events. Methods From January 2008 to September 2022, newly diagnosed PTL patients in our center who underwent standard first-line treatment and received an ultrasound examination before treatment were enrolled. Data regarding patients’ clinical and sonographic features, as well as their therapeutic responses were collected. Subjects with an ideal prognosis were compared to those with refractory/relapse events. Results In total, 37 PTL patients were analyzed, including 26 with diffuse large B-cell lymphoma, 2 with follicular lymphoma and 9 with mucosa-associated lymphoid tissue lymphoma. During the median follow-up of 25 months, 30 patients obtained a complete response, 4 were refractory patients, and 3 experienced local relapse. No significant difference was detected in the baseline clinical characteristics between patients with an ideal prognosis and those with refractory/local relapse events. In terms of sonographic features, however, an event-free survival (EFS) curve comparison revealed that patients with bilobar enlargement (defined as an anterior-posterior diameter > 2.5 cm on both sides of thyroid lobes) had a poorer EFS than those without (P 2.5 cm for both thyroid lobes or PTL patients of the diffuse ultrasound type could be prone to refractory/local relapse events.
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- 2024
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30. Bone mineral density in lower thoracic vertebra for osteoporosis diagnosis in older adults during CT lung cancer screening
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Nandong Hu, Miaomiao Wang, Meng Yang, Xin Chen, Jiangchuan Wang, Chao Xie, Bin Zhang, Zhongqiu Wang, and Xiao Chen
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Quantitative computed tomography ,Thoracic vertebral bone mineral density ,Osteoporosis ,Computed tomography ,Lung cancer ,Geriatrics ,RC952-954.6 - Abstract
Abstract Background Quantitative computed tomography (QCT)-based lumbar bone mineral density (LBMD) has been used to diagnose osteoporosis. This study explored the value of lower thoracic BMD (TBMD) in diagnosing osteoporosis in older adults during CT lung cancer screening. Methods This study included 751 subjects who underwent QCT scans with both LBMD and TBMD. 141 of them was selected for a validation. Osteoporosis was diagnosed based on LBMD using the ACR criteria (gold standard). TBMD thresholds were obtained using receiver operating characteristic curve. TBMD was also translated into LBMD (TTBMD) and osteoporosis was defined based on TTBMD using ACR criteria. The performance of TBMD and TTBMD in identifying osteoporosis was determined by Kappa test. The associations between TBMD- and TTBMD-based osteoporosis and fracture were tested in 227 subjects with followed up status of spine fracture. Results The performance of TBMD in identifying osteoporosis was low (kappa = 0.66) if using the ACR criteria. Two thresholds of TBMD for identifying osteopenia (128 mg/cm3) and osteoporosis (91 mg/cm3) were obtained with areas under the curve of 0.97 and 0.99, respectively. The performance of the identification of osteoporosis/osteopenia using the two thresholds or TTBMD both had good agreement with the gold standard (kappa = 0.78, 0.86). Similar results were observed in validation population. Osteoporosis identified using the thresholds (adjusted hazard ratio (HR) = 18.72, 95% confidence interval (CI): 5.13–68.36) or TTBMD (adjusted HR = 10.28, 95% CI: 4.22–25.08) were also associated with fractures. Conclusion Calculating the threshold of TBMD or normalizing TBMD to LBMD are both useful in identifying osteoporosis in older adults during CT lung cancer screening.
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- 2024
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31. Characteristics and clinical treatment outcomes of chronic hepatitis B children with coexistence of hepatitis B surface antigen (HBsAg) and antibodies to HBsAg
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Yingping Gu, Shuangjie Li, Zhenzhen Yao, Xin Lai, Meng Yang, Yi Xu, and Songxu Peng
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Chronic hepatitis B ,Clinical outcomes ,HBsAb ,Coexistence ,Medicine - Abstract
Abstract Background The coexistence of hepatitis B surface antigen (HBsAg) and hepatitis B surface antibody (HBsAb) represents an uncommon serological pattern observed in patients with hepatitis B virus (HBV) infection, and its underlying mechanism and clinical significance have not been well established. The aim of this study was to investigate the association between this serological profile and clinical treatment outcomes in children with chronic hepatitis B (CHB). Methods This retrospective cohort study included 372 treatment-naïve CHB children from the Hunan Children’s Hospital. The participants were categorized into HBsAb-positive group and HBsAb-negative group. The associations between HBsAb positive status to clinical outcomes were assessed using Cox proportional hazard regression. Receiver operating characteristic curve was conducted to evaluate the prediction ability in HBsAg loss. Results The coexistence of HBsAg and HBsAb accounted for 23.39% (87/372) of the participants. The crude incidence rates of HBsAg loss, hepatitis B e antigen (HBeAg) clearance, and HBV-DNA undetectability were higher in the HBsAb-positive group compared with the HBsAb-negative group (37.46 vs. 17.37, 49.51 vs. 28.66, 92.11 vs. 66.54 per 100 person-years, respectively, all P
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- 2024
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32. Inflammatory markers predict survival in patients with postoperative urothelial carcinoma receiving tislelizumab (PD-1 inhibitor) adjuvant therapy
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Meng Yang, Jingwen Zhang, Dongqun Wei, Tianyi Yu, Zeyu Chen, Xin Liu, and Haitao Zhu
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Immunotherapy ,Urothelial carcinoma ,Inflammatory markers ,Tislelizumab ,Survival ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background In the management of urothelial carcinoma, patient selection for immunotherapy, particularly with immune checkpoint inhibitors such as PD-1 (programmed cell death protein 1), is important for treatment efficacy. Inflammatory markers are useful for predicting treatment outcomes and immune-related adverse events (irAEs). This study aims to retrospectively explore the associations between inflammatory markers and outcomes in patients with postoperative urothelial carcinoma undergoing tislelizumab (PD-1 inhibitor) adjuvant therapy. Methods A retrospective analysis was conducted on 133 patients with postoperative urothelial carcinoma who received tislelizumab adjuvant therapy at the Affiliated Hospital of Xuzhou Medical University from April 2020 to August 2023. The prognostic effects of the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and monocyte-to-lymphocyte ratio (MLR) on disease-free survival (DFS) and overall survival (OS) were assessed using Cox regression models. The correlation between inflammatory markers and the onset of irAEs was analyzed using logistic regression models. Results NLR 5 and MLR >0.31, respectively. Multivariate analysis revealed that an NLR 135. Patients who experienced irAEs had longer DFS and OS. Multivariate analysis demonstrated that irAEs were an independent prognostic risk factor for DFS and OS. There was no significant difference in the occurrence of irAEs among different NLR, PLR, and MLR groups. Conclusion In patients with postoperative urothelial carcinoma receiving tislelizumab adjuvant therapy, the assessment of NLR and MLR before treatment may serve as valuable predictive markers of clinical outcome.
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- 2024
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33. The efficacy and safety of tislelizumab combined with gemcitabine plus cisplatin in the treatment of postoperative patients with muscle-invasive upper tract urothelial carcinoma
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Jingwen Zhang, Meng Yang, Dongqun Wei, Deru Zhang, Zeyu Chen, and Haitao Zhu
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Tislelizumab ,Gemcitabine plus cisplatin ,Upper tract urothelial carcinoma ,Efficacy ,Safety ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background A combination of immune checkpoint inhibitors (ICIs) and chemotherapy has demonstrated excellent clinical efficacy and safety in treating a variety of cancers, including urothelial carcinoma (UC). However, its efficacy and safety in patients with muscle-invasive upper tract urothelial carcinoma (UTUC) who are undergoing radical surgery remain uncertain. The purpose of this retrospective study was to examine the effectiveness and safety of tislelizumab combined with gemcitabine plus cisplatin (TGC) as a first-line postoperative adjuvant treatment in this population. Methods This single-center, real-world study retrospectively analyzed the data from 71 patients with muscle-invasive UTUC who had radical nephroureterectomy (RNU) at the Affiliated Hospital of Xuzhou Medical University between November 1, 2020, and November 1, 2023. Among the 71 patients, 30 received adjuvant therapy of TGC within 90 days after RNU and 41 underwent surveillance. No patients receive preoperative neoadjuvant therapy. The TGC therapy group received adjuvant therapy every 3 weeks postoperatively until the first recurrence, first metastasis, or death due to any reason, whichever occurred first. The patients were followed up telephonically and through outpatient visits to record and evaluate their disease-free survival (DFS) and treatment-related adverse events (TRAEs). Results This study assessed the DFS of 41 and 30 patients in the surveillance group and TGC therapy group, respectively. The median DFS of the surveillance group was 16.5 [95% confidence interval (CI), 14.7–18.3] months, while the median DFS of the TGC group has not yet reached [hazard ratio (HR) 0.367 (95% CI, 0.169–0.796); p = 0.008], with 21 patients still undergoing follow-up. Compared with the surveillance group, the TGC therapy group had dramatically improved DFS after RNU and reduced risk by 63.3%. Of the 30 patients receiving combination therapy, 28 experienced TRAEs; all TRAEs were consistent with the frequently reported events in the chemotherapy-alone regimens, and there were no treatment-related deaths. Conclusion This study demonstrates that TGC therapy exhibits excellent clinical efficacy in patients undergoing radical surgery, significantly improving DFS and displaying great safety.
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- 2024
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34. Association between geriatric nutritional risk index and depression prevalence in the elderly population in NHANES
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Zijiao Li, Li Zhang, Qiankun Yang, Xiang Zhou, Meng Yang, Yu Zhang, and Youzan Li
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Geriatric nutritional risk index ,Depression ,Older adults ,NHANES database ,Depression prevention ,Statistical analysis ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background The prevalence of depression is increasing in the elderly population, and growing evidence suggests that malnutrition impacts mental health. Despites, research on the factors that predict depression is limited. Methods We included 2946 elderly individuals from National Health and Nutrition Examination Survey (NHANES) spanning the years 2011 through 2014. Depressive symptoms were assessed using the PHQ-9 scale. Multinomial logistic regression was performed to evaluate the independent association between Geriatric Nutritional Risk Index (GNRI) and depression prevalence and scores. Subgroup analysis was conducted to explore potential factors influencing the negative correlation between GNRI and depression. Restricted cubic spline graph was employed to examine the presence of a non-linear relationship between GNRI and depression. Results The depression group had a significantly lower GNRI than the non-depression group, and multivariate logistic regression showed that GNRI was a significant predictor of depression (P
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- 2024
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35. Preparation of anti-wicking polyester fabric/polyvinyl chloride flexible composites and its hygrothermal aging behavior
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YU Pengxiang, MENG Yang, SHI Chen, SU Juanjuan, HAN Jian, and YE Huayi
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anti-wicking ,pet/pvc ,interface stripping ,hygrothermal aging ,Materials of engineering and construction. Mechanics of materials ,TA401-492 - Abstract
Polyester fabric/polyvinyl chloride (PET/PVC) flexible composites were widely used in outdoor products such as sports and leisure, advertising and printing due to its light weight, high strength and good processability. However, under extreme weather conditions such as high temperature and high humidity for a long time, it was very easy to decrease the mechanical properties due to water absorption. Therefore, PET fabric was modified by fluorine-containing block copolymer, and then the wicking resistant PET fabric reinforced PVC resin matrix flexible composites (F-PET/PVC) were obtained by roll coating, then, the mechanism of hygrothermal aging was further explored. The results show that the water contact angle of PET fabric increases from 0° to 114.5°, the wicking height of F-PET/PVC decreases by about 94.29%, and the peeling performance decreases by about 15.87%, when the concentration of anti-wicking agent reaches 20 g/L. In addition, the hygrothermal aging test shows that the hygrothermal aging resistance of F-PET/PVC is better than that of PET/PVC, and the interfacial peeling strength and tensile strength loss rate is decreased from 7.41% and 3.61% to 3.08% and 0.48%, respectively. It is expected to provide a reference for the durability design of environmental fabric-reinforced resin matrix composites.
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- 2024
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36. Investigating the Mangle of Teaching Oxidation-Reduction with the VisChem Approach: Problematising Symbolic Traditions That Undermine Chemistry Concept Development
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Wu, Meng-Yang M. and Yezierski, Ellen J.
- Abstract
Specific to the topic of oxidation-reduction (redox), teachers are obligated by the discipline to prioritise symbolic traditions such as writing equations, documenting oxidation states, and describing changes (e.g., what undergoes oxidation/reduction). Although the chemistry education research community endorses connecting the vertices of Johnstone's triangle, how symbolic traditions undermine chemistry concept development, especially during lesson planning and teaching, is underexplored. To clarify this gap, we use the Mangle of Practice framework to unpack the clash between symbolic vs. particulate-focused instruction. We investigate teachers' (n = 3) co-planning and micro-teaching of a redox learning design at the VisChem Institute-2 using a narrative approach and video research methods. Our results show that the traditions of redox instruction are problematically entrenched in chemistry symbols. Mnemonics, the single replacement reaction scheme, and the written net ionic equation all constrain instruction focused on chemical mechanism and causality in various ways. We assert that the nature of redox knowledge in terms of what is worth teaching and learning must first be re-evaluated for reform-based efforts to succeed. Implications and suggestions for chemistry teaching and research at both secondary and tertiary levels are discussed.
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- 2023
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37. Exposure to high concentrations of triphenyl phosphate altered functional performance, liver metabolism and intestinal bacterial composition of aquatic turtles
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Jia-Meng Yang, Zhi-Hao Cao, Huo-Bin Tang, An-Ni Yang, Jia-Hui Liu, Jin-Hui Zhang, and Hong-Liang Lu
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Aquatic turtle ,Triphenyl phosphate ,Physiological performance ,Antioxidant response ,Hepatic metabolite ,Intestinal microbiota ,Environmental pollution ,TD172-193.5 ,Environmental sciences ,GE1-350 - Abstract
Organophosphorus flame retardants, such as triphenyl phosphate (TPhP), exist ubiquitously in various environments owing to their widespread usage. Potential toxic effects of residual flame retardants on cultured non-fish species are not concerned commonly. TPhP-induced physiological and biochemical effects in an aquatic turtle were evaluated here by systematically investigating the changes in growth and locomotor performance, hepatic antioxidant ability and metabolite, and intestinal microbiota composition of turtle hatchlings after exposure to different TPhP concentrations. Reduced locomotor ability and antioxidant activity were only observed in the highest concentration group. Several metabolic perturbations that involved in amino acid, energy and nucleotide metabolism, in exposed turtles were revealed by metabolite profiles. No significant among-group difference in intestinal bacterial diversity was observed, but the composition was changed markedly in exposed turtles. Increased relative abundances of some bacterial genera (e.g., Staphylococcus, Vogesella and Lawsonella) probably indicated adverse outcomes of TPhP exposure. Despite having only limited impacts of exposure at environmentally relevant levels, our results revealed potential ecotoxicological risks of residual TPhP for aquatic turtles considering TPhP-induced metabolic perturbations and intestinal bacterial changes.
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- 2024
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38. Pandemic Fatigue and Preferences for COVID-19 Public Health and Social Measures in China: Nationwide Discrete Choice Experiment
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Meng Yang, Zonglin He, Yin Zhang, Taoran Liu, and Wai-kit Ming
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Public aspects of medicine ,RA1-1270 - Abstract
BackgroundInformation on the public’s preferences for current public health and social measures (PHSMs) and people’s mental health under PHSMs is insufficient. ObjectiveThis study aimed to quantify the public’s preferences for varied PHSMs and measure the level of pandemic fatigue in the COVID-19 normalization stage in China. MethodsA nationwide cross-sectional study with a discrete choice experiment and psychometric scales was conducted to assess public preferences for and attitudes toward PHSMs, using the quota sampling method. The COVID-19 Pandemic Fatigue Scale (CPFS) was used to screen fatigue levels among respondents. The multinomial logit model, latent class model, and Mann-Whitney test were used for statistical analysis. We also conducted subgroup analysis based on sex, age, monthly income, mental health status, and pandemic fatigue status. ResultsA total of 689 respondents across China completed the survey. The discrete choice experiment revealed that respondents attached the greatest importance to the risk of COVID-19 infection within 3 months (45.53%), followed by loss of income within 3 months (30.69%). Vulnerable populations (low-income populations and elderly people) were more sensitive to the risk of infection, while younger respondents were more sensitive to income loss and preferred nonsuspension of social places and transportation. Migrants and those with pandemic fatigue had less acceptance of the mandatory booster vaccination and suspension of transportation. Additionally, a higher pandemic fatigue level was observed in female respondents, younger respondents, migrants, and relatively lower-income respondents (CPFS correlation with age: r=–0.274, P
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- 2024
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39. Clinical and virological characteristics of coexistent hepatitis B surface antigen and antibody in treatment-naive children with chronic hepatitis B virus infection
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Yi Xu, ShuangJie Li, WenXian OuYang, Zhenzhen Yao, Xin Lai, Yingping Gu, Meng Yang, Ling Ye, Sisi Li, and Songxu Peng
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coexistence ,biochemical indices ,virological indices ,anti-HBs ,children ,Public aspects of medicine ,RA1-1270 - Abstract
Serological pattern of simultaneous positivity for hepatitis B surface antigen (HBsAg) and antibody against HBsAg (anti-HBs) is considered a specific and atypical phenomenon among patients with chronic hepatitis B virus (HBV) infection, especially in pediatric patients. Unfortunately, there is limited understanding of the clinical and virological characteristics among children having chronic HBV infection and the coexistence of HBsAg and anti-HBs. Hence, our objective was to determine the prevalence of coexistent HBsAg and anti-HBs and to explore the associated clinical and virological features in this patient population. The researchers conducted a retrospective cohort study on the 413 pediatric patients with chronic HBV infection from December 2011 to June 2022. The patients were stratified into two groups based on their anti-HBs status. Demographic, serum biochemical and virological parameters of two group were compared. Of the total 413 enrolled subjects, 94 (22.8%) were tested positive for both HBsAg and anti-HBs. Patients with anti-HBs were younger and demonstrated significantly higher ratio of albumin to globulin (A/G), elevated serum levels of alanine transaminase (ALT), lower ratio of aspartate transaminase (AST)/ALT (AST/ALT) and reduced serum levels of globulin, HBsAg and HBV DNA, Additionally, these patients were more likely to show coexistent HBeAg and anti-HBe when compared to patients without anti-HBs. The results of multivariate logistical analysis revealed that AST/ALT, serum levels of globulin and HBsAg were negatively associated with coexistence of HBsAg and anti-HBs. Our data demonstrated a considerable prevalence of coexisting HBsAg and anti-HBs in pediatric patients. Children with this specific serological pattern were commonly of a younger age, seemly predisposing them to early liver impairment and lower HBV replication activity.
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- 2024
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40. Closed-loop transcutaneous auricular vagus nerve stimulation for the improvement of upper extremity motor function in stroke patients: a study protocol
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Xue-Zhen Xiao, Rongdong Li, Chengwei Xu, Siqi Liang, Meng Yang, Haili Zhong, Xiyan Huang, Jingjing Ma, and Qiuyou Xie
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stroke ,transcutaneous auricular vagus nerve stimulation ,VNS ,motor rehabilitation ,electromyography ,closed-loop ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
BackgroundTranscutaneous auricular vagus nerve stimulation (taVNS) has garnered attention for stroke rehabilitation, with studies demonstrating its benefits when combined with motor rehabilitative training or delivered before motor training. The necessity of concurrently applying taVNS with motor training for post-stroke motor rehabilitation remains unclear. We aimed to investigate the necessity and advantages of applying the taVNS concurrently with motor training by an electromyography (EMG)-triggered closed-loop system for post-stroke rehabilitation.MethodsWe propose a double-blinded, randomized clinical trial involving 150 stroke patients assigned to one of three groups: concurrent taVNS, sequential taVNS, or sham control condition. In the concurrent group, taVNS bursts will synchronize with upper extremity motor movements with EMG-triggered closed-loop system during the rehabilitative training, while in the sequential group, a taVNS session will precede the motor rehabilitative training. TaVNS intensity will be set below the pain threshold for both concurrent and sequential conditions and at zero for the control condition. The primary outcome measure is the Fugl-Meyer Assessment of Upper Extremity (FMA-UE). Secondary measures include standard upper limb function assessments, as well as EMG and electrocardiogram (ECG) features.Ethics and disseminationEthical approval has been granted by the Medical Ethics Committee, affiliated with Zhujiang Hospital of Southern Medical University for Clinical Studies (2023-QX-012-01). This study has been registered on ClinicalTrials (NCT05943431). Signed informed consent will be obtained from all included participants. The findings will be published in peer-reviewed journals and presented at relevant stakeholder conferences and meetings.DiscussionThis study represents a pioneering effort in directly comparing the impact of concurrent taVNS with motor training to that of sequential taVNS with motor training on stroke rehabilitation. Secondly, the incorporation of an EMG-triggered closed-loop taVNS system has enabled the automation and individualization of both taVNS and diverse motor training tasks—a novel approach not explored in previous research. This technological advancement holds promise for delivering more precise and tailored training interventions for stroke patients. However, it is essential to acknowledge a limitation of this study, as it does not delve into examining the neural mechanisms underlying taVNS in the context of post-stroke rehabilitation.
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- 2024
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41. Human molybdenum exposure risk in industrial regions of China: New critical effect indicators and reference dose
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Hong-Xuan Kuang, Meng-Yang Li, Xiao-Wen Zeng, Da Chen, Yang Zhou, Tong Zheng, Ming-Deng Xiang, Qi-Zhen Wu, Xi-Chao Chen, Guang-Hui Dong, and Yun-Jiang Yu
- Subjects
Metals ,Cystatin-C ,Chronic kidney disease ,Bayesian Benchmark Dose ,Guidance values ,Environmental pollution ,TD172-193.5 ,Environmental sciences ,GE1-350 - Abstract
Evidence increasingly suggests molybdenum exposure at environmental levels is still associated with adverse human health, emphasizing the necessity to establish a more protective reference dose (RfD). Herein, we conducted a study measuring 15 urinary metals and 30 clinical health indicators in 2267 participants residing near chemical enterprises across 11 Chinese provinces to investigate their relationships. The kidney and cystatin-C emerged as the most sensitive organ and critical effect indicator of molybdenum exposure, respectively. Odds of cystatin-C-defined chronic kidney disease (CKD) in the highest quantile of molybdenum exposure significantly increased by 133.5% (odds ratio [OR]: 2.34, 95% CI: 1.78, 3.11) and 75.8% (OR: 1.76, 95% CI: 1.24, 2.49) before and after adjusting for urinary 14 metals, respectively. Intriguingly, cystatin-C significantly mediated 15.9–89.5% of molybdenum's impacts on liver and lung function, suggesting nephrotoxicity from molybdenum exposure may trigger hepatotoxicity and pulmonary toxicity. We derived a new RfD for molybdenum exposure (0.87 μg/kg-day) based on cystatin-C-defined estimated glomerular filtration rate by employing Bayesian Benchmark Dose modeling analysis. This RfD is significantly lower than current exposure guidance values (5–30 μg/kg-day). Remarkably, >90% of participants exceeded the new RfD, underscoring the significant health impacts of environmental molybdenum exposure on populations in industrial regions of China.
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- 2024
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42. Does the limb lengthening reduce the incidence of hip dislocation in patients with neurological disorders and insufficient muscle tension who undergoing hip arthroplasty?
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ZiHang Li, Kun Chu, Meng Yang, SiKai Liu, Bo Liu, and HuiJie Li
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total hip arthroplasty ,dislocation ,muscle tension ,complication ,limb-length discrepancy ,Surgery ,RD1-811 - Abstract
BackgroundThe soft-tissue tension is closely associated with postoperative hip dislocation in patients undergoing total hip arthroplasty (THA), especially for those patients with neurological disorders and insufficient muscle tension. The aim of this study is to explore the effect of limb lengthening on the incidence of complications following THA in patients with neurological disorders and insufficient muscle tension.MethodsThis retrospective analysis examines individuals with neurological disorders, such as ischemic stroke and poliomyelitis, who underwent primary total hip arthroplasty (THA) at our medical center between January 2015 and April 2021. Demographic and baseline characteristics (such as age, gender, muscle strength) were obtained from medical records. The limb length, offset and the positional parameters of both acetabular and femoral component were measured on pre- and postoperative plain radiograph. The primary outcome was the occurrence of hip dislocation. The secondary outcome included the incidence of other complications and the hip function (determined by Harris score). The correlation between the occurrence of hip dislocation and limb lengthening was analyzed.ResultsA total of 258 patients were finally analyzed. The hip dislocations were identified in 35 patients (overall incidence = 13.57%). The incidence of early dislocation was lower in patients whose limb-length discrepancy (LLD) was over 20 mm (incidence = 4.1% for LLD >20 mm, 12.2% for LLD 10 mm–20 mm and 17% for LLD 20 mm). But the no difference was identified regarding on the incidence of late dislocation among patients with different LLD. Moreover, the overall incidence of other complications was elevated in patients with LLD >20 mm (incidence = 17.58% for LLD >20 mm, 11.11% for LLD 10 mm–20 mm and 3.19% for LLD 10 mm, 12.5% for offset discrepancy 5 mm–10 mm and 17.20% for offset discrepancy 10 mm, offset discrepancy 5 mm–10 mm and 17.20% for offset discrepancy respectively. Different from that of LDD, the incidences of other complications were similar among patients with different offset discrepancy. Besides, no influence of offset discrepancy on the hip function was identified in this study.ConclusionUnfortunately, although increasing in limb length could partially reduce early dislocation postoperatively, it could not affect the incidence of late dislocation in those patients with neurological disorders and insufficient muscle tension. Moreover, over limb lengthening was associated with other postoperative complications and worse hip function. Instead, additional offset could reduce the probability of postoperative dislocation, without increasing the incidence of other complications. Therefore, femoral stem with lower cervico-diaphyseal angle (higher offset) should be recommended to patients with neurological disorders who were in high risk of postoperative dislocation. Isolated increasing in limb length should be avoided.
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- 2024
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43. Identification of CFH and FHL2 as biomarkers for idiopathic pulmonary fibrosis
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Xingchen Liu, Meng Yang, Jiayu Li, Hangxu Liu, Yuchao Dong, Jianming Zheng, and Yi Huang
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CFH ,FHL2 ,biomarker ,IPF ,machine-learning strategies ,Medicine (General) ,R5-920 - Abstract
BackgroundIdiopathic pulmonary fibrosis (IPF) is a fatal disease of unknown etiology with a poor prognosis, characterized by a lack of effective diagnostic and therapeutic interventions. The role of immunity in the pathogenesis of IPF is significant, yet remains inadequately understood. This study aimed to identify potential key genes in IPF and their relationship with immune cells by integrated bioinformatics analysis and verify by in vivo and in vitro experiments.MethodsGene microarray data were obtained from the Gene Expression Omnibus (GEO) for differential expression analysis. The differentially expressed genes (DEGs) were identified and subjected to functional enrichment analysis. By utilizing a combination of three machine learning algorithms, specific genes associated with idiopathic pulmonary fibrosis (IPF) were pinpointed. Then their diagnostic significance and potential co-regulators were elucidated. We further analyzed the correlation between key genes and immune infiltrating cells via single-sample gene set enrichment analysis (ssGSEA). Subsequently, a single-cell RNA sequencing data (scRNA-seq) was used to explore which cell types expressed key genes in IPF samples. Finally, a series of in vivo and in vitro experiments were conducted to validate the expression of candidate genes by western blot (WB), quantitative real-time PCR (qRT-PCR), and immunohistochemistry (IHC) analysis.ResultsA total of 647 DEGs of IPF were identified based on two datasets, including 225 downregulated genes and 422 upregulated genes. They are closely related to biological functions such as cell migration, structural organization, immune cell chemotaxis, and extracellular matrix. CFH and FHL2 were identified as key genes with diagnostic accuracy for IPF by three machine learning algorithms. Analysis using ssGSEA revealed a significant association of both CFH and FHL2 with diverse immune cells, such as B cells and NK cells. Further scRNA-seq analysis indicated CFH and FHL2 were specifically upregulated in human IPF tissues, which was confirmed by in vitro and in vivo experiments.ConclusionIn this study, CFH and FHL2 have been identified as novel potential biomarkers for IPF, with potential diagnostic utility in future clinical applications. Subsequent investigations into the functions of these genes in IPF and their interactions with immune cells may enhance comprehension of the disease’s pathogenesis and facilitate the identification of therapeutic targets.
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- 2024
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44. Integrating policy quantification analysis into ecological security pattern construction: A case study of Guangdong–Hong Kong–Macao Greater Bay Area
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Meng Yang, Ju He, Longyu Shi, Yingying Lv, and Jingwen Li
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Ecological security pattern (ESP) ,Policy quantification analysis (PQA) ,Ecological security assessment (ESA) ,The Guangdong-Hong Kong-Macao Greater Bay Area (GBA) ,Ecology ,QH540-549.5 - Abstract
The construction of an ecological security pattern (ESP) is an important undertaking in ensuring the stability of the ecosystem and the long-term growth of humanity. Existing research, However, existing research often overlooks the quantification of policy implications in ESP development. The objective of this paper was to bridge this gap by integrating policy quantification analysis (PQA) with nature, society and into ESP construction and providing targeted ecological management recommendations. The policy texts were quantified into reusable research data, which served as a foundation for the selection of indicators and the optimization of ecological security patterns, by using machine learning techniques. The methodology “Patch-matrix-corridor” was used to create a spatially correlated ecological security pattern. Through factor analysis and Random Forest (RF), the impact of each indicator on ecological security was thoroughly examined, offering substantial support for policy development and ESP construction planning. The Guangdong-Hong Kong-Macao Greater Bay Area(GBA) was selected as the study area, the study found that: (1) The proposed framework PQA based-ESP could provide a useful eco-management tools. (2) Policy adaptability had a substantial impact on environmental security in the GBA, but the ecosystem service index has the highest impact. (3) Applying the framework, we identified a total of 1,993 km2 of ecological sources, 23 key ecological corridors, 58 general ecological corridors, and 31 ecological nodes. An improved ESP, characterized as “one circle, two bays, three rivers, multiple areas, corridors, and nodes,” was constructed in the GBA. (4) Given the multi-scale analysis, tailored ecological management policy recommendations were proposed for each city in the GBA. The study's findings offer actionable solutions for the international community facing growing ecological challenges.
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- 2024
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45. Remote Sensing Inversion of the Total Suspended Matter Concentration in the Nanyi Lake Based on Sentinel-3 OLCI Imagery.
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Yong Xie, Yanting Zhou, Zui Tao, Wen Shao, and Meng Yang
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- 2024
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46. Semi-Supervised Thyroid Nodule Detection in Ultrasound Videos.
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Xiang Luo, Zhongyu Li 0002, Canhua Xu, Bite Zhang, Liangliang Zhang, Jihua Zhu, Peng Huang, Xin Wang, Meng Yang, and Shi Chang
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- 2024
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47. Accuracy Evaluation of Four Spatiotemporal Fusion Methods for Different Time Scales.
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Meng Yang, Yanting Zhou, Yong Xie, Wen Shao, and Fengyu Luo
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- 2024
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48. SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image Segmentation.
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Juzheng Miao, Siping Zhou, Guang-Quan Zhou, Kai-Ni Wang, Meng Yang, Shoujun Zhou, and Yang Chen 0008
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- 2024
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49. G2-MonoDepth: A General Framework of Generalized Depth Inference From Monocular RGB+X Data.
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Haotian Wang 0009, Meng Yang 0002, and Nanning Zheng 0001
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- 2024
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50. Framework of personalized layout for a museum exhibition hall.
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Meng Yang 0011, Jia-Xiu Zhang, Yi Shi, Bo Liu, Le-Xin Guo, Zhi-Peng Yu, Bin Sheng 0001, and Li-Zhuang Ma
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- 2024
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