Efficient merging and validation of deep learning-based nuclei segmentations in H&E slides from multiple models by Jagadheshwar Balan, Shannon K. McDonnell, Zachary Fogarty, Nicholas B. Larson

“…Several clinical laboratory methods to characterize the cellular composition are limited by scalability and high-costs. …”
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А Computer Simulation of Radiation-Induced Structural Changes and Properties of Multiperiod ZrNx/MoNx System by O.V. Sobol', A.A. Meylekhov, T.V. Bochulia, V.A. Stolbovoy, V.F. Gorban', А.А. Postelnyk, S.M. Shevchenko, A.V. Yanchev

“…Influence of the period value Λ (at different negative potential Ub that supplied during deposition) on phase composition, structure, stress-strain state and hardness of multiperiod coatings ZrNx/MoNx is investigated by using complex methods of validation structural state at combined with microindentation. …”
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Power System Reliability Assessment with Quantification of Demand Response Uncertainty Based on Advanced Sigmoid Cloud Model by Bo Hu, Yue Sun, Wei Huang, Changzheng Shao, Tao Niu, Xin Cheng, Kaigui Xie

“…Finally, a reliability assessment framework for a composite power system is developed considering the uncertain price-based DR model and a k-means algorithm is used to accelerate the assessment process. …”
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Modeling and Design of a Multistream Plate-Fin Heat Exchanger in the Air Separation Units by Pinch Technology by Nazar Oudah Mousa Alyaseen, Salem Mehrzad, Mohammad Reza Saffarian

“…The pinch technique, a method based on the usage of composite curves, was used in the creation of MSPFHE. …”
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FUNCTIONAL MODEL OF THE PROCESS OF INFORMATION SECURITY THREATS IMPLEMENTATION USING COVERT STEGANOGRAPHIC CHANNELS BY AN EXTERNAL INTRUDER by Oleg S. Avsentiev, Vladislav V. Butov, Kirill A. Tsyganov

“…To develop these models, it is reasonable to use the apparatus of composite Petri-Markov networks.…”
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Multivariate modeling of the Fenton process for enhanced COD removal and low sludge generation in landfill leachate treatment by Nader Biglarijoo, Amin Shams

“…Biological treatment methods are not practical when it comes to landfill leachate treatment. …”
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Construction and Research of Guqin Sound Synthesis and Plucking Big Data Simulation Model Based on Computer Synthesis Technology by MingQing Liu

“…This paper studies the application of computer composition method based on discrete dynamic modeling technology in Guqin sound simulation, which has certain reference significance for improving the cloud data in China’s modern music field and the intelligent construction of Guqin sound data cloud storage system.…”
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Hybrid Gaussian Process Regression Models for Accurate Prediction of Carbonation-Induced Steel Corrosion in Cementitious Mortars by Teerapun Saeheaw

“…Four Gaussian Process Regression (GPR) variants were systematically developed: Baseline GPR with manual optimization, Expert Knowledge GPR employing domain-driven dual-kernel architecture, GPR with Automatic Relevance Determination (GPR-ARD) for feature selection, and GPR-OptCorrosion featuring specialized multi-component composite kernels. The models were trained and validated using 180 carbonated mortar specimens with 15 systematically categorized variables spanning mixture, material, environmental, and electrochemical parameters. …”
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Investigation on Physicomechanical Properties and Constitutive Model of Tuff in Mila Mountain Tunnel under Dry and Saturated Conditions by Zhihao He, Xiangjun Pei, Shenghua Cui, Wentai Sun, Luguang Luo, Chengruiwei He

“…Finally, the statistical damage constitutive model of tuff is established. It was revealed that the tuff compositions were dominated by quartz and clay minerals accounting for more than 90%, and clay minerals, anhydrite, and pyrite were mainly soluble minerals. …”
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A Novel Approach to Approximating Generalized Pointing Errors Modeled by Beckmann Distribution in FSO Communication Systems by Emna Zedini, Yalcin Ata, Abla Kammoun, Mohamed-Slim Alouini

“…By applying this approximation to the generalized pointing error model and incorporating angle-of-arrival (AOA) variations, we present novel analytical equations for the cumulative distribution function and the probability density function of the composite Gamma-Gamma turbulence channel. …”
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Development and validation of an EHR-based risk prediction model for geriatric patients undergoing urgent and emergency surgery by Edward N. Yap, Jie Huang, Joshua Chiu, Robert W. Chang, Bradley Cohn, Judith C. F. Hwang, Mary Reed

“…Methods Patients 65-years and older undergoing urgent or emergency non-cardiac surgery within 21 hospitals 2017–2021 were used to develop the model (randomly split: 80% training, 20% test). …”
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Predicting the role of socio-economic indices for the Human Development Index based on a multivariate regression model by Zainab Alimoradi, Mark D. Griffiths, Mehran Alijanzadeh

“…Methods Secondary analysis was conducted between April and July 2022. …”
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A validated multivariable machine learning model to predict cardio-kidney risk in diabetic kidney disease by James L. Jr. Januzzi, Naveed Sattar, Muthiah Vaduganathan, Craig A. Magaret, Rhonda F. Rhyne, Yuxi Liu, Serge Masson, Javed Butler, Michael K. Hansen

“…We sought to develop an accurate means by which to stratify risk in DKD. Methods Clinical variables and biomarkers were evaluated for their ability to predict the adjudicated primary composite endpoint of CREDENCE (Canagliflozin and Renal Events in Diabetes with Established Nephropathy Clinical Evaluation) by 3 years. …”
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Predictive Radiomics-Based Model for Recurrence-Free Survival After Curative Resection in Patients with Hepatocellular Carcinoma by Cui J, Lin Z, Huang X, Wang S, Guo J, Song J, Zhang S, Lv J, Qiu W

“…This study aimed to develop a radiomics-based model for predicting recurrence-free survival (RFS) after curative resection.Methods: We retrospectively included 184 patients with early-stage HCC who underwent curative resection. …”
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Adsorption of Rhodamine B dye from solution using 3-((1-(4-((1H-benzo[d]imidazol-2-yl)amino)phenyl)ethylidene)amino)phenol (BIAPEHB)/ P(AA-co-AM) composite by Hayder O. Jamel, Maryam H. Jasim, Makarim A. Mahdi, Safaa H. Ganduh, Maryam Batool, Layth S. Jasim, Muhammad Nouman Haider

“…The adsorbent was synthesized by free-radical polymerization method and characterized using various techniques, confirming successful synthesis of composite. …”
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MATHEMATICAL MODEL OF PECULIARITIES OF SIMILARITY, DIFFERENCES AND GEOGRAPHICAL RELATIONS OF SCOOPS FAUNA OF COASTAL AND ISLAND ECOSYSTEMS OF THE CASPIAN SEA by Y. Y. Ivanchenko, A. G. Abdurakhmanov, N. S. Kurbanova, N. M. Melikova

“…Coastal and island ecosystems.Methods. Traditional methods of collection (light traps, method ofhand collection from the screen) and also collections of the material gathered, arranged by modern systematics are used.Results. …”
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Identification of Differences in Body Composition Measures Using 3D-Derived Artificial Intelligence from Multiple CT Scans across the L3 Vertebra Compared to a Single Mid-Point L3... by Ke Cao, Josephine Yeung, Yasser Arafat, Matthew Y. K. Wei, Justin M. C. Yeung, Paul N. Baird

“…The goal of this study was to determine if the use of an AI approach offered any additional information on capturing body composition measures. Methods. A total of 2203 axial CT slices of the entire L3 level (4–46 slices were available per patient) were retrospectively collected from 203 CRC patients treated at Western Health, Melbourne (97 males; 47.8%). …”
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Matrix-free human lung organoids derived from induced pluripotent stem cells to model lung injury by Bettina Budeus, Chiara Kroepel, Lisa Marie Stasch, Diana Klein

“…Abstract Background Organoids, as near-physiological 3D culture systems, offer new opportunities to study the pathogenesis of various organs in mimicking the cellular complexity and functionality of human organs. Method Here we used a quite simple and very practicable method to successfully generate induced pluripotent stem cell (iPSC)-derived human lung organoids (LuOrg) in a matrix-free manner as an alternative to the widely used preclinical mouse models in order to investigate normal lung damage in detail and as close as possible to the patient. …”
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Passenger Flow Simulation Model for Urban Rail Transit Stations Based on Multipotential Fields in Three-Dimensional Space by Lianbo Deng, Jingshuang Li, Jingen Fu, Jiayi Liu, Xiao Yi

“…The effectiveness of the proposed model and method is verified via simulation of Changsha Metro Shumuling Station, and it is found that the proportion of escalators selected as interlayer facilities is significantly higher than that for stairs. …”
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On the Nonlinear Forced Vibration of the Magnetostrictive Laminated Beam in a Complex Environment by Nicolae Herisanu, Bogdan Marinca, Vasile Marinca

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