The Bioinformatical Identification of Potential Biomarkers in Heart Failure Diagnosis and Treatment by Xiaodong Sheng, Xiaoqi Jin, Yanqi Liu, Tao Fan, Zongcheng Zhu, Jing Jin, Guanqun Zheng, Zhixian Chen, Min Lu, Zhiqiang Wang

“…Gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Protein-Protein Interaction (PPI) network were applied to analyze DEGs. Besides, cell counting Kit-8 (CCK-8) was conducted to observe the knockdown effect of hub genes on cell proliferation. …”
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Application of Machine Learning Methods for Identifying Wave Aberrations from Combined Intensity Patterns Generated Using a Multi-Order Diffractive Spatial Filter by Paval. A. Khorin, Aleksey P. Dzyuba, Aleksey V. Chernykh, Muhammad A. Butt, Svetlana N. Khonina

“…A multi-order combined diffraction spatial filter, integrated with a set of Zernike phase functions (representing wavefront aberrations) and Zernike polynomials, enables the simultaneous formation of multiple aberration-transformed point spread function (PSF) patterns in a single plane. …”
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Hybrid mechanism‐data‐driven iron loss modelling for permanent magnet synchronous motors considering multiphysics coupling effects by Lin Liu, Wenliang Yin, Youguang Guo

“…By defining a suitable loss function, the pre‐trained model was fine‐tuned and optimised using a small amount of actual data. …”
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Research on the optimization method of inventory management of important spare parts of intercity railway. by Dongyan Wang, Ying Sun, Liang Yu, Kun Shen, Junbo Li, Xia Wu

“…To verify the effectiveness of the model, we select the contact network insulators of Chinese J Intercity Railway as the case study subject. …”
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The promotion mechanism of physical and mental health of the elderly in China: the impact of the digital divide and social capital by Jia Xiang, Hongfei Xing

“…Therefore, in the future, it is necessary to fully leverage the health promotion function of digital skill, broaden senior citizens' social network, promote their social participation, bridge the senior citizens' digital divide, so then realize healthy aging and sustainable development.…”
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Research on recycling value grading and real-time perception of rock debris from TBM tunneling by Weiqi Yue, Weilin Su, Zhanfei Gu, Xiao Qu

“…To realize the continuous classified storage and disposal of tunnel rock debris, this research explores the four-level processing network, establishes an objective function for evaluating the recycling value of tunnel rock debris during TBM tunneling, and grades the recycling value by calculating the weight and similarity of their performance indicators (uniaxial compressive strength, content of acicular and flattened particles, mud content, and crushing index) through the TOPSIS method. …”
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Dynamic Error Compensation for Ball Screw Feed Drive Systems Based on Prediction Model by Hongda Liu, Yonghao Guo, Jiaming Liu, Wentie Niu

“…Tracking error simulations and experiments are conducted and compared with the transfer function feedforward compensation. …”
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Adaptive Impact-Time-Control Cooperative Guidance Law for UAVs Under Time-Varying Velocity Based on Reinforcement Learning by Zhenyu Liu, Gang Lei, Yong Xian, Leliang Ren, Shaopeng Li, Daqiao Zhang

“…In addition, a compound reward function is designed to train the agent to satisfy the requirements of impact-time control and dive attack simultaneously. …”
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School Choice in a Market Environment: Individual versus Social Expectations by Catalina Canals, Eric Goles, Aldo Mascareño, Sergio Rica, Gonzalo A. Ruz

“…We develop two related models (individual expectations and social expectations) and prove that they are driven by a Lyapunov function, obtaining that both models converge to fixed points. …”
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Identification and expression analysis of myo-inositol oxygenase gene family in Brassica napus L. by CHEN Shubing, XU Zishu, HUANG Qian, ZHANG Hui, ZHANG Kangni, DUAN Yi, SUN Yue’e, ZHOU Weijun, XU Ling

“…This study provides an important basis for further investigation of the function of BnMIOX genes.…”
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Reservoir water level prediction using combined CEEMDAN-FE and RUN-SVM-RBFNN machine learning algorithms by Lan-ting Zhou, Guan-lin Long, Can-can Hu, Kai Zhang

“…By integrating the adaptive complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN) method and fuzzy entropy (FE) with the new and highly efficient Runge–Kuta optimizer (RUN), adaptive parameter optimization for the support vector machine (SVM) and radial basis function neural network (RBFNN) algorithms was achieved. …”
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Priority Handling of Teurebeh Irrigation Assets, Aceh Besar District, Aceh Province by Azmeri Azmeri*, Beryl Choliq Ar-rahman, Faris Zahran Jemi, Cut Dwi Refika, Nina Shaskia

“…The determination of handling priority was conducted using the MannWhitney method. The ranking for determining the priority of irrigation assets is based on the condition and function of the irrigation assets. …”
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Research on a UAV-View Object-Detection Method Based on YOLOv7-Tiny by Yuyang Miao, Xihan Wang, Ning Zhang, Kai Wang, Lianhe Shao, Quanli Gao

“…The algorithm’s performance in handling object occlusion and multi-scale detection is enhanced by introducing the VarifocalLoss loss function and improving the feature fusion network to BiFPN. …”
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Public and patient involvement (PPI) in the design, execution and dissemination of a trial: the BISTRO trial by David Coyle, Paula Ormandy, Nancy Fernandes da Silva, Simon Davies

“…Prior to commencement of the trial, the network informed its design and the selection of the bioimpedance device, and during the conduct of the trial, the Patient Advisory Group coproduced materials to support both research teams and participants. …”
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An exploratory qualitative assessment of patient and clinician perspectives on patient-reported outcome measures and disease-modifying therapies in adults with spinal muscular atro... by Jeremy Slayter, Lauren Casey, Shane McCullum, Dorothy Drost, Allison Banks, Colleen O'Connell

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Molecular mechanisms of efferocytosis imbalance in the idiopathic pulmonary fibrosis microenvironment: from gene screening to dynamic regulation analysis by Qian Jin, Yi Kang, Wenwen Jin, Ying Liu, Qian Chen, Jian Liu, Yali Guo, Yuguang Wang

“…Protein‒protein interaction (PPI) network construction and enrichment analysis were performed to elucidate the potential functions of these genes in IPF. …”
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Designing a Multi-Objective Stable Mathematical Model for Routing Municipal Waste Collection Vehicles by Afrouz Rahmandoust, Ashkan Hafezalkotob, Bijan Rahmani Parchikolaei, َAmir Azizi

“…A comparative analysis was subsequently conducted, evaluating solution methods based on both the values of the objective function and the solution time.   …”
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Can ephapticity contribute to brain complexity? by Gabriel Moreno Cunha, Gilberto Corso, Matheus Phellipe Brasil de Sousa, Gustavo Zampier Dos Santos Lima

“…In this investigation, we conducted a comparative analysis between two types of networks utilizing the Quadratic Integrate-and-Fire Ephaptic model (QIF-E): (I) a small-world synaptic network (ephaptic-off) and (II) a mixed composite network comprising a small-world synaptic network with the addition of an ephaptic network (ephaptic-on). …”
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Association of quality of life in older patients with breast cancer: a cross-sectional study from China by Xi Chen, Qing Li, Xiang Wang, Lei Ji, Jintao Zhang, Qiao Li, Min Xiao, Shanshan Chen, Pin Zhang, Jiani Wang, Heng Cao, Xiaoyan Qian, Meng Xiu, Zhuoran Li, Yiqun Li, Xiaojuan Zheng

“…Objectives The purpose of this study was to investigate the quality of life (QoL) of older Chinese patients with breast cancer and to explore further the associations of functions, symptoms, financial burdens and comorbidities with global health/quality of life (gQoL).Design This was a cross-sectional study carried out following the Strengthening the Reporting of Observational Studies in Epidemiology checklist.Setting This study was conducted in two hospitals in Beijing from October 2021 to November 2022.Participants Patients with breast cancer aged over 65 years were included in the final analysis, which comprised a total of 481 patients.Primary and secondary outcome measures The European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire Core 30 and the Charlson Comorbidity Index (CCI) were used to assess patients’ QoL and comorbidities. …”
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Genicular artery embolization for knee osteoarthritis: a systematic review with meta-analysis and cost-analysis by Aránzazu Hernández-Yumar, Yadira González-Hernández, Tasmania del Pino-Sedeño, Cristina Valcárcel-Nazco, Aythami de Armas-Castellano, Estefanía Herrera-Ramos, Julián Portero Navarro, Montserrat Carmona-Rodríguez, María Ximena Rojas-Reyes, María M. Trujillo-Martín

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