Optimized deep residual networks for early detection of myocardial infarction from ECG signals by Pon Bharathi A, Madavan R, Sakthivel E

“…Later, the signal feature, transform feature, medical feature and statistical feature are extracted by the feature extraction phase followed by data augmentation that consists of permutation, random generation and re-sampling processes and finally, detection is accomplished by the SSS-DRN. …”
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A competency-based framework for preventing blood-borne pathogen occupational exposures in medical students: literature review and Delphi study by Pingping Wang, Minhong Cai, Yu Lv, Qian Xiang

“…Results The literature review initially identified 1,477 records, with 200 articles retained after search and selection process. During the modified Delphi process, a multidisciplinary panel of 25 experts (71.4% initial response rate; 65.7% retention) iteratively refined prevention strategies. …”
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Biogas Production from Cow Dung for Sustainable Energy Generation by Fatima Mukhtar, Aliyu Abubakar, Ummasalma Aliyu Saulawa, Hadiza Garba

“…It reached its peak on the seventeenth day before a gradual fall in production rate. The Physico-chemical and microbiological analysis of the animal wastes were carried out before, during and after the digestion process. …”
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Hybrid Time Series Methods and Machine Learning for Seismic Analysis and Volcano Eruption Predict by Fridy Mandita, Ahmad Ashari, Moh. Edi Wibowo, Wiwit Suryanto

“…Therefore, ongoing monitoring of volcanic processes is crucial for effective analysis and observation of volcanic activities preceding an eruption. …”
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The Influence of the Ecological Situation in Ukraine on the Life Expectancy and Health of the Population by Andrusiv Uliana, Zelinska Halyna, Kupalova Halyna, Bezuhla Liudmyla, Bieloborodova Mariia

“…The article is devoted to the interdependence between the environment and the health of the population of Ukraine. The processes of destructive changes in the ecosystem of the regions of Ukraine, the use of human capital, and the dependence of public health on the environment have become the object of study and constitute the main goals of this study. …”
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Insights into cavitation enhancement: Numerical simulation and spectrum analysis of a novel dual-frequency octagonal ultrasonic reactor by Zhiping Shi, Zedong Wang, Bowen Yang, Liyan Liu

“…Ultrasonic reactors, widely applied in process intensification, face limitations in their industrial application due to a lack of theoretical support for their structural design and optimization, particularly concerning the uniformity of the cavitation zone. …”
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Scale-up of CHO cell cultures: from 96-well-microtiter plates to stirred tank reactors across three orders of magnitude by Anne Neuss, Thomas Steimann, Jacinta Sofia Tomas Borges, Robert Dinger, Jørgen Barsett Magnus

“…Thus, this study aims to address data-driven scale-up for CHO DP12 cells. The oxygen transfer rate is used as a database. …”
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Modeling of long-term radiological and toxicological impacts of the uranium mill tailings on groundwater and surface water by B. Yu. Zanoz, D. O. Bugai

“…Calibration of the radionuclide transport model using monitoring data on radioactive contamination of groundwater in 2005 - 2021 allowed to estimate the sorption distribution coefficient (Kd) for the most hazardous contaminants 238,234U isotopes (Kd = 8 ± 2 l/kg) and estimate the rate of uranium migration in groundwater. …”
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Seepage Analysis of a Multilayer Waste Slope considering the Spatial and Temporal Domains of Permeability by Rong Yang, Zengguang Xu, Junrui Chai

“…Then, changes to the drainage-layer permeability in the temporal domain were fitted to these data. A simple model of multilayer waste slope was established combining the finite element software and a user subroutine. …”
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Combined method for acoustic cavitation research by A. V. Kotukhov, V. S. Gavrilyuk, V. S. Minchuk, N. V. Dezhkunov

“…At present, the field of applications of powerful ultrasound is expanding intensively, and the improvement of equipment and technological processes continues. With that, the key factor in the effect of ultrasonic vibrations on processes in liquids and liquid-like media is cavitation, i.e. the phenomenon of formation, pulsation and collapse of gas microbubbles under the influence of variable pressure. …”
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Spatial Injustice in Construction Land Reduction: Measurement and Decomposition by Jianglin Lu, Hongmei Liu, Keqiang Wang, Silu Zhang, Xin Fan

“…Construction land reduction (CLR) in economically developed areas is a complex and multi-dimensional process of land spatial optimization. While optimizing the allocation of land resources, this process may also lead to challenges in spatial justice. …”
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Dynamics of Digital Transformation of Organizations in the Russian Federation by Pavel E. Prokhorov

“…For 2010-2019 the average annual growth rate of the share of organizations using the Internet was 1.1%. …”
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Context-Aware Markov Sensors and Finite Mixture Models for Adaptive Stochastic Dynamics Analysis of Tourist Behavior by Xiaolong Chen, Hongfeng Zhang, Cora Un In Wong, Zhengchun Song

“…The proposed method addresses this limitation by introducing virtual sensors that dynamically detect contextual anomalies and trigger regime switches in real-time. These sensors process streaming data to identify shocks, which are then used to reweight the probabilities of pre-learned behavioral regimes represented by FMMs. …”
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A Hybrid EV Charging Approach Based on MILP and a Genetic Algorithm by Syed Abdullah Al Nahid, Junjian Qi

“…This PI enables user prioritization in both the EV shifting process and power allocation decisions. The method is validated using demand data on a radial feeder with residential and commercial load profiles. …”
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Investigation of the Catalytic Properties of Aluminum Oxide (Al₂O₃) and Pyrite (FeS₂) Using Thermodynamic and Kinetic Parameters by Aigul T. Ordabaeva, Zainulla M. Muldakhmetov, Mazhit G. Meiramov, Sergey V. Kim, Shuga B. Kasenova, Serik D. Fazylov

“…Based on the obtained data, Arrhenius dependences were constructed, which made it possible to calculate the activation energies of direct (39.4 kJ/mol) and reverse (13.04 kJ/mol) reactions. …”
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RETROSPECTIVE ANALYSIS OF IMPLANT USAGE IN THE TREATMENT OF PATIENTS WITH DENTAL ARCH DEFECTS by V.M. Luchynskyi

“…The assessment of bone mineral density prior to implantation, especially in older patients, can significantly improve the success rate of dental implant procedures and minimize the risk of complications. …”
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Estimation of above- and below-ground ecosystem parameters for DVM-DOS-TEM v0.7.0 using MADS v1.7.3 by E. E. Jafarov, H. Genet, V. V. Vesselinov, V. Briones, A. Kabeer, A. L. Mullen, B. Maglio, T. Carman, R. Rutter, J. Clein, C.-C. Chang, D. Teber, T. Smith, J. M. Rady, C. Schädel, J. D. Watts, B. M. Rogers, S. M. Natali

“…The calibration process involved adjusting rate-limiting parameters to accurately replicate observed carbon and nitrogen fluxes and stocks in both soil and vegetation. …”
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The Effect of Aluminum Deformation Conditions on Microhardness and Indentation Size Effect Characteristics by Peter Blaško, Jozef Petrík, Marek Šolc, Mária Mihaliková, Lenka Girmanová, Alena Pribulová, Peter Futáš, Joanna Furman, Kuczyńska-Chałada Marzena

“…The cylindrical samples were deformed at a strain rate of up to 2500 s⁻¹, and the degree of deformation was up to 85%. …”
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Effects of urban airborne particulate matter exposure on the human upper respiratory tract microbiome: a systematic review by Sonia Arca-Lafuente, Beatriz Nuñez-Corcuera, Rebeca Ramis, Spyros Karakitsios, Denis Sarigiannis, Saúl García Dos Santos, Amanda Fernández-Rodríguez, Verónica Briz

“…Abstract Exposure to air pollutants has a direct impact on human health, resulting in increased mortality rates. Airborne particulate matter (PM) has major adverse effects on health and can be classified as high-risk respiratory particles (fine/PM2.5, aerodynamic diameter < 2.5 µm) or thoracic particles (coarse/PM10, aerodynamic diameter < 10 µm). …”
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Identification of Specific Abnormal Brain Functional Activity and Connectivity in Cancer Pain Patients: A Preliminary Resting-State fMRI Study by Hua Y, Geng Y, Liu S, Xia S, Liu Y, Cheng S, Chen C, Pang C, Zhao Z, Peng B, Dai Y, Ji J, Wu D

“…The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, Zhejiang Province, People’s Republic of China&ast;These authors contributed equally to this workCorrespondence: Jiansong Ji; Dan Wu, Email jjstcty@wmu.edu.cn; 215066083@qq.comObjective: This study investigates the differences in brain functional activity and connectivity patterns between Cancer Pain (CP) patients and Healthy Controls (HCs) using resting-state functional magnetic resonance imaging (rs-fMRI) to identify potential neuroimaging biomarkers.Methods: This study collected rs-fMRI data from 25 CP patients and 25 hCs, processed the functional MRI images, and calculated metrics such as amplitude of low-frequency fluctuation (ALFF), Regional Homogeneity (ReHo), and FC. …”
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