D4Care: A Deep Dynamic Memory-Driven Cross-Modal Feature Representation Network for Clinical Outcome Prediction by Binyue Chen, Guohua Liu

“…In addition, we also introduce a memory-aware constrained layer normalization to alleviate the challenges of multi-modal feature heterogeneity. Besides, we use gating mechanisms and dynamic memory components to enable the model to learn feature information of different historical-current patterns, further improving the model’s performance. …”
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Analysis of Metallic-to-Oxide Sputtering Mode Transition During Reactive Magnetron Deposition of Aluminum Oxide Coatings by Andrey V. Kaziev, Alexander V. Tumarkin, Dobrynya V. Kolodko, Maksim M. Kharkov, Raghavendra Konaguru, Dmitry G. Ageychenkov, Nikolay N. Samotaev, Konstantin Yu. Oblov

“…Electrical measurements of the discharge voltage and current along with the deposition rate trends observed with varying the oxygen flow rate indicated the presence of hysteresis, typical to when using a DC power supply. …”
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Area-wide augmentation of Anagyrus vladimiri and Cryptolaemus montrouzieri enhances biological control of mealybugs in Lambrusco vineyards in Northern Italy by Giovanni Burgio, Serena Magagnoli, Roberto Mondini, Emilio Guerrieri, Luca Casoli, Marco Profeta, Sabina Capponcelli, Alessandro Castiglioni, Stefano Meglioraldi, Matteo Mora, Stefania Valeriani, Martina Parrilli

“…A significant increase in parasitism rate and predator density was recorded in release farms compared to the control ones, with the parasitism rate reaching a median value of about 80 %. …”
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Developing a molecular diagnostic model for heatstroke-induced coagulopathy: a proteomics and metabolomics approach by Qingbo Zeng, Qingwei Lin, Longping He, Lincui Zhong, Ye Zhou, Xingping Deng, Nianqing Zhang, Qing Song, Qing Song, Jingchun Song, Jingchun Song

“…Significant differences were observed between the groups in temperature, heart rate, white blood cell count, platelet count, liver function, coagulation markers, APACHE II score, and GCS score. …”
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Seasonal Trends and Sociodemographic Influences on Long-Distance Trips - A Full Year of GPS Tracking Data from Munich by Nico Nachtigall, Miriam Magdolen, Markus Lienkamp

“… This study provides insights into the rarely observed long-distance travel patterns of individuals. Collected smartphone tracking data from June 2022 to May 2023, focused on the Munich metropolitan region, allows us to investigate travel behavior and the occurrence of long-distance travel throughout the year. …”
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Heat transfer test method development: Consideration for design and safety of household oven mitts by Adriana Petrova, Semra Peksoz, Aditya Jayadas

“… The purpose of this study was to develop a test method – an apparatus and a protocol for evaluating the rate of heat transfer across a sample of layered materials commonly used in oven mitts. …”
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Clustering analysis of volatile organic compound biomarkers with tobacco exposure and the association with cardiovascular health outcomes in an observation study cohort by Juan Zhao, Haoyun Hong, Joseph Zhai, Remy Poudel, Sanjay Srivastava, Andrew C. Stokes, Pawel K. Lorkiewicz, Tian Jiang, Rose Marie Robertson, Aruni Bhatnagar, Jennifer L. Hall, Naomi M. Hamburg, Rachel J. Keith

“…After adjustment for age, sex, and race, Cluster 2 was associated with a higher heart rate (β=3.29; 95% CI: -0.26–6.84; p<0.05) compared to Cluster 1. …”
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Identification of biomarkers for Laryngeal squamous cell carcinoma through Mendelian randomization and integrated bioinformatics analysis by Pengjian Zhang, Weizhang Chen, Kai Chen, Yuanhang Ye, Weijun Wu

“…Abstract Background Laryngeal squamous cell carcinoma (LSCC) is a common head and neck tumor with an increasing incidence rate and limited therapeutic efficacy in advanced stages. …”
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Paradox of Low CA-125 in Patients with Decompensated Congestive Heart Failure by Raquel López-Vilella, Borja Guerrero Cervera, Víctor Donoso Trenado, Julia Martínez-Solé, Sara Huélamo Montoro, Valero Soriano Alfonso, Franco Appiani, Luis Martínez Dolz, Luis Almenar-Bonet

“…Scheduled admissions, transfers from other hospitals, pulmonary congestion patterns, mixed patterns, and low output were the exclusion criteria. …”
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Effect of the Sampling of a Dataset in the Hyperparameter Optimization Phase over the Efficiency of a Machine Learning Algorithm by Noemí DeCastro-García, Ángel Luis Muñoz Castañeda, David Escudero García, Miguel V. Carriegos

“…Also, a level of gain is assigned to each partition allowing us to study patterns and allocate whose samples are more profitable. …”
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Numerical Simulation of Two-roller Rotary Rolling Piercing of a New Heat-resistant Alloy SP2215 Seamless Pipe by Liang　Kai, Yao　Zhihao, Xie　Xishan, Wang　Hongying, Cheng　Jian, Dai　Weixing, Dong　Jianxin

“…The study analyzed dynamic changes in metal flow， strain field， stress field， strain rate field， temperature field， and rolling force during the skew rolling process. …”
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Exploring cognitive and emotional symptoms associated with hippocampal subfield atrophy in drug-induced Parkinsonism by Wei Zhou, MengYue Tang, Bo Cheng, Ling Sun, HongYu Lin, Yang Fan, Nian Liu, Shushan Zhang

“…This study explores hippocampal subfield volumes in DIP compared to Parkinson’s disease (PD) and healthy controls (HCs), investigating correlations with cognitive (Montreal Cognitive Assessment, MoCA), emotional (Hamilton Depression Rating Scale, HAMD; Hamilton Anxiety Rating Scale, HAMA), and motor (Unified Parkinson’s Disease Rating Scale, UPDRS) symptoms.MethodsA total of 19 DIP patients, 20 PD patients, and 20 HCs were enrolled. …”
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Epidemic Trends and Spatial Distribution Characteristics of Hepatitis B in China: Surveillance Study by Xiaoxue Li, Jie Liang, Lanqing Ma, Shijie Shen, Xueying Han, Tao Sun, Heng Guo

“…The age effect showed that the incidence rate of hepatitis B reached its peak at the age of 22 years, with an average incidence rate of 176.173/100,000. …”
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Global and regional disease burden of HIV/AIDS from 1990 to 2021 and projections to 2030 by Youwang Lu, Huiqin Li, Rongjing Dong, Mi Zhang, Xingqi Dong, Cuixian Yang, Xicheng Wang, Junchuan Ye

“…Estimated annual percent changes (EAPCs) were calculated to assess temporal trends in the age-standardized incidence rate (ASIR), age-standardized disability-adjusted life-year rate (ASDR) and age-standardized mortality rate (ASMR) of HIV/AIDS patients. …”
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Respiratory pathogen spectrum and epidemiological trends in Hainan Province: a retrospective analysis from 2017 to 2023 by Lvying Wu, Jianan Zhang, Zhiming Wu, Hua Pei, You Zhang

“…However, the infection rate for M. pne was significantly decrease, and the infection rate for Flu-B and Flu-A were a notable increased in NPI and COVID-19 pandemic. …”
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Multidrug-resistant E. Coli in wastewater sources: a comparative study and identification of resistance hotspots by Reham R. Abdelgalel, Reham Ali Ibrahem, Doaa Safwat Mohamed, Abo Bakr F. Ahmed

“…The highest resistance of isolates was observed in ampicillin/sulbactam with a moderately high rate of 37%, while the lowest resistance was reported in gentamycin at a low rate of 3.3%. …”
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Dynamic mechanical behavior of polypropylene fiber-reinforced shotcrete: Experimental analysis, microstructural observation, and numerical simulation by Shengran Zhang, Changxing Zhu, Xinming Chen, Jiaqi Guo, Huazhe Jiao

“…Key findings include: (1) The material exhibits strain-rate dependency: as impact rate increases, mechanical properties, toughness index, ductility index, and energy dissipation improve, but sample integrity declines. (2) At 5.143 m/s loading rate, 0.1 % PPF dosage delivered optimal performance: 33.8 % higher compressive strength, 14.6 % greater elastic modulus, 19.5 % enhanced toughness, 42.6 % increased ductility, and 23 % improved energy dissipation ratio versus PPF-free specimens. (3) Microscopically, PPF inhibits crack propagation by forming stress-dispersing bridges within the cement matrix, improving crack resistance. …”
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Sine Power Unit Inverse Lindley Model: Bayesian Analysis and Practical Application by Amal S. Hassan, Diaa S. Metwally, Mohammed Elgarhy, H. E. Semary, Abdoulie Faal, Rokaya Elmorsy Mohamed

“…The SPUIL distribution demonstrates greater flexibility in modeling various hazard rate behaviors, including increasing, decreasing, N‐shaped, U‐shaped, and J‐shaped patterns. …”
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Comparative analysis of different stroke subtype burden and future trends over 15 years in China and globally from 1990 to 2021 by Zeyan Zhang, Zeyan Zhang, Sijia Wu, Tianyu Jin, Zhixuan Duan, Zhixuan Duan, Xiaoxia Du, Xiaoxia Du

“…Joinpoint regression and autoregressive integrated moving average (ARIMA) models were applied to analyze historical patterns and forecast future trajectories.ResultsThe age-standardized incidence rate (ASIR) and the age-standardized prevalence rate (ASPR) exhibited similar trends, with ischemic stroke (IS) showing an increase, while intracerebral hemorrhage (ICH) and subarachnoid hemorrhage (SAH) displayed a decline. …”
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Temporal changes in grain yield and quality of rice varieties released in Guangdong Province, China (1990–2020) by Huifang Yang, Longmei Wu, Bin Zhang, Taotao Yang, Jixiang Zou

“…Furthermore, the development of new varieties should prioritize higher head rice rate, particularly for early rice. These findings provide crucial insights into the evolving patterns of grain yield and quality in Guangdong Province, offering valuable guidance for future breeding strategies and cultivation practices.…”
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