The characteristics and functional significance of disulfidptosis-related genes in head and neck squamous cell carcinoma by Haiqian Zhu, Chifeng Zhao, Haoran Zhu, Xuhui Xu, Conglin Hu, Zhenxing Zhang

“…The Nonnegative Matrix Factorization (NMF) method classified The Cancer Genome Atlas (TCGA) patients into two clusters according to the expression of disulfidptosis-related genes. …”
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Analysis of Coupling Co-Ordination between Intensive Sea Use and the Marine Economy in the Liaoning Coastal Economic Belt of China by Xuefei Liu, Lina Ke, Hanyue Zhuang, Xiaoyu Yang, Nanqi Song, Song Wang

“…The set pair analysis method is used to obtain comprehensive results, and the coupling coordination degree model is employed to carry out an in-depth analysis of the spatiotemporal characteristics of the interaction between intensive sea use and the marine economy. …”
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Socioeconomic disparities in HPV vaccine uptake: multivariable analysis of vaccination data from Tianjin (2018–2023) by Jing Xiang, Xuan Sun

“…ObjectivesAs the first socio-demographic profiling of HPV vaccines in Chinese cities, this study assesses equity implications through compositional analysis of covered populations, with multilevel examination of vaccine-type selection determinants.MethodUtilizing HPV vaccination data obtained from the Jinnan Center for Disease Control and Prevention (CDC) spanning from 2018 to 2023, we conducted a retrospective analysis. …”
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Development and Application of a Dual-Robot Fabrication System in Figuring of a 2.4 m × 4.58 m CFRP Antenna Reflector Surface by Qiang Xin, Haitao Liu, Jieli Wu, Liming Lu, Xufeng Hao, Zhige Zeng, Yongjian Wan

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Design and Analysis of Compatible Platform Screen Door Structure by HE Dongshan, PENG Jiantao, RAO Meiwan, ZHAO Jun

“…To better meet the safety, efficiency, and convenience requirements of passenger boarding/alighting in interoperability scenarios, it is necessary to conduct in-depth research on PSD compatibility schemes and structural performance, taking into account the train-type characteristics and load environments of intercity railways, city (suburban) railways, and urban rail transit vehicles. [Method] Taking the cross-line operation of Type-D and CRH6 trains as the research object for the through operation scenario, and based on the characteristics of passenger compartment door positions and parameters for through-operation trains, a side-hinged and telescoping composite compatible PSD typical structure and a full-side compatible PSD layout scheme are proposed. …”
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Biochar supported photocatalyst (mangrove biochar-TiO2) for organic pollutants removal via synergetic adsorption-photocatalytic process by Dessy Ariyanti, Nadya Ummi Azizah, Dina Lesdantina, Erwan Adi Saputra, Vimal Chandra Srivastava

“…Mangroves were converted into biochar via hydrothermal carbonization process and combined with TiO2 by a sol-gel method. The composite was then characterized by SEM-EDX, FTIR, and XRD. …”
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Removal of chromium from synthetic wastewater by electrocoagulation and using natural coagulant (blend of hen eggshell powder with lime): optimization of response surface methodolo... by Werkne Sorsa Muleta, Firomsa Bidira Abdi, Endrias Adane Bekele

“…The findings of this study suggest that using this natural coagulant, synthetic wastewater can be treated in a more cost-effective and simple way than other existing method.…”
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Geoneutrinos by Ondřej Šrámek, William F. McDonough, John G. Learned

“…Critical testing of compositional models of the Earth requires integrating geoneutrino and geological observations. …”
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Spatiotemporal variation of the association between climate dynamics and HFRS outbreaks in Eastern China during 2005-2016 and its geographic determinants. by Junyu He, George Christakos, Jiaping Wu, Bernard Cazelles, Quan Qian, Di Mu, Yong Wang, Wenwu Yin, Wenyi Zhang

“…A methodological synthesis that involves a time-frequency technique, a composite space-time model, hotspot analysis, and machine learning is implemented in the study of (a) the association between HFRS incidence spread and climate dynamics and (b) the geographic factors impacting this association over Eastern China during the period 2005-2016. …”
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Assessing Risk Factors and Posttransplant Outcomes of Nonadherence Among Kidney Transplant Recipients by Kateryna Maksyutynska, HBSc, Benedict Batoy, HBSc, Xinyu Wei, HBSc, Oswa Shafei, HBSc, Yanhong Li, MSc, Olusegun Famure, dipHSM, MPH, MEd, CHE, S. Joseph Kim, MD, PhD, MHS, MBA, FRCPC

“…Logistic and Cox proportional hazards models were fitted to identify adherence risk factors and outcomes, respectively. …”
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A Standardized Validation Framework for Clinically Actionable Healthcare Machine Learning with Knee Osteoarthritis Grading as a Case Study by Daniel Nasef, Demarcus Nasef, Michael Sher, Milan Toma

“…Results: Our findings show that models with strong in-domain performance may underperform on external datasets, and that composite metrics provide a more nuanced assessment of clinical applicability. …”
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Association of stress hyperglycemia ratio with short-term and long-term prognosis in patients undergoing coronary artery bypass grafting across different glucose metabolism states:... by Zhongchen Li, Runze Chen, Zhiwei Zeng, Peng Wang, Chunyu Yu, Shuo Yuan, Xiaoting Su, Yan Zhao, Heng Zhang, Zhe Zheng

“…The perioperative outcome was defined as a composite of in-hospital death, myocardial infarction, cerebrovascular accident, and reoperation during hospitalization. …”
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Accelerated design of eutectic high-entropy alloys using high-throughput phase diagram calculations and machine learning by Mingxu Wu, Bang Guan, Junfeng Wang, Shubin Wang, Chao Yang, Chuan Zhang, Da Shu, Chengbo Xiao, Baode Sun

“…Designing eutectic high-entropy alloys (HEAs) with a stable dual-phase structure is prospective for high-temperature structural materials, but remains a challenge due to the complexity of multicomponent compositional space. This study introduces a machine learning (ML) based classification model to assist the high-throughput thermodynamic calculations (HTCs), improving the efficiency by identifying eutectic, near-eutectic and non-eutectic compositions in the VNbTiTaSi system using the parameters that determine the eutectic forming ability. …”
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Multi-fault diagnosis and damage assessment of rolling bearings based on IDBO-VMD and CNN-BiLSTM by Lihai Chen, Xiaolong Bai, Yonghui He, Dong Jia, Yican Li, Zhenshui Li

“…The HUST dataset is used to discuss the application of signal processing methods and neural network models in bearing composite fault diagnosis. …”
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Fuzzy Neural Network Applications in Biomass Gasification and Pyrolysis for Biofuel Production: A Review by Vladimir Bukhtoyarov, Vadim Tynchenko, Kirill Bashmur, Oleg Kolenchukov, Vladislav Kukartsev, Ivan Malashin

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Research on strata movement control in deep areas of super-thick and weak-cemented overlying strata during local backfill mining—A case study based on Yingpanhao Coal Mine by Leixiang Peng, Guojian Zhang, Huaiwen Wang, Shuo Sun, Yan Zhang, Zhiyong Liu, Zhi-yang Wang

“…Therefore, this paper studies the secondary compression deformation characteristics of the composite lithology gangue filling body under the coupling effect of high in-situ stress and water environment and establishes a PFC-FLAC coupling model for local filling mining in Yingpanhao Coal Mine to study the influence law of the local filling mining method and the secondary compression deformation of the composite lithology gangue filling body on the control of rock layer movement. …”
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Remote myocardial fibrosis predicts adverse outcome in patients with myocardial infarction on clinical cardiovascular magnetic resonance imaging by Nicholas Black, Joshua Bradley, Erik B. Schelbert, Laura J. Bonnett, Gavin A. Lewis, Jakub Lagan, Christopher Orsborne, Pamela F. Brown, Fardad Soltani, Fredrika Fröjdh, Martin Ugander, Timothy C. Wong, Miho Fukui, Joao L. Cavalcante, Josephine H. Naish, Simon G. Williams, Theresa McDonagh, Matthias Schmitt, Christopher A. Miller

“…Cox proportional hazards modeling was used to identify factors predictive of the primary outcome, a composite of first hospitalization for HF (HHF) or all-cause mortality, post-CMR. …”
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Research on data management technology of shearer based on protocol matching and data compression by Zhongbin WANG, Dong WEI, Lei SI, Chaoquan LIANG, Chao TAN, Yihui ZHAO

“…Firstly, the shearer communication protocol tree model is constructed, the similarity calculation method of shearer communication protocol based on sub-tree matching is proposed. …”
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Shor's Factoring Algorithm and Modular Exponentiation Operators by Robert L. Singleton Jr

“…Finally, we factor the composite numbers N=21, 33, 35, 143, 247 using the Qiskit simulator. …”
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Removal of Hazardous Methylene Blue from Aqueous Solutions by Green Citrus Mold (Penicillium digitatum)@Chitosan Hydrogel Beads by Erol Pehlivan, Şerife Parlayıcı

“…Objective: This research focuses on the novel technique of using green citrus mould (GCM), namely Penicillium digitatum, in conjunction with chitosan (Ctsn) as a composite to extract Methylene Blue (MB) from aqueous solutions and the composite-dye interactions were assessed analytically.Methods: FT-IR and EDX were used to analyze the chemical characteristics of the adsorbent surface. …”
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