Prognostic analysis of sepsis-induced myocardial injury patients using propensity score matching and doubly robust analysis with machine learning-based risk prediction model develo... by Pan Guo, Pan Guo, Li Xue, Fang Tao, Kuan Yang, YuXia Gao, Chongzhe Pei

“…However, one-year mortality showed no significant difference (HR 1.03, 95% CI 0.99–1.08, p = 0.169). The XGBoost model outperformed others, achieving an area under the receiver operating characteristic curve (AUROC) of 0.83 (95% CI 0.79–0.87). …”
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The Importance of the Pathological Perspective in the Management of the Invasive Lobular Carcinoma by Funda Tasli, Demet Cavdar, Sibel Demir Kececi, Baha Zengel, Zehra Hilal Adibelli, Gamze Dal, Irem Gonen, Ozden Oz, Cengiz Yilmaz, Ozlem Ozdemir, Hulya Mollamehmetoglu, Ismail Dilek, Enver Ilhan, Adam Uslu

“…Diagnostic difficulties in the intraoperative frozen evaluation of invasive lobular carcinoma are due to the different histopathological patterns of the ILC. …”
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Analysis of Chemical Process Response to the Deviation of Single and Multiple Input Parameters by Nonlinear Measures by Juraj Myšiak, Juraj Labovský, Ludovít Jelemenský

“…On the other hand, it should be emphasized that the chemical process is basically nonlinear, which is manifested mainly in the response to malfunction changes in operating parameters. While a small change in an operating parameter can cause large, hard-to-predict, process response (unpredictable course of temperatures, pressures, levels, ...), these nonlinearities can also lead to cumulative effects in the occurrence of several fault changes which can spread in many ways and even cause system failure. …”
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A research agenda for malaria eradication: modeling. by malERA Consultative Group on Modeling

“…As planned, modeling results will be produced in five priority areas: (1) strategic planning to determine where and when resources should be optimally allocated to achieve eradication; (2) management plans to minimize the evolution of drug and pesticide resistance; (3) impact assessments of new and needed tools to interrupt transmission; (4) technical feasibility assessments to determine appropriate combinations of tools, an associated set of target intervention coverage levels, and the expected timelines for achieving a set of goals in different socio-ecological settings and different health systems; and (5) operational feasibility assessments to weigh the economic costs, capital investments, and human resource capacities required.…”
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The classification and comparison of business ratios analysis methods by Sergejs Hilkevics, Valentina Semakina

“…Interests of all participants of the business process are different and therefore the purposes of business ratios analysis can be different. …”
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Delay-resolved spectroscopy in terahertz photonic circuits by Zhenyang Xiao, Mithun Roy, Chao Dong, Zheheng Xu, Sadhvikas Addamane, David Burghoff

“…Here, we present a delay-resolved absolute-referencing method for accurate gain evaluation without these limitations, addressing a long-standing challenge. …”
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Aberraciones cromosomales en bulbos de cebolla Allium cepa inducidas por moléculas híbridas 4-aminoquinolínicas by Ricardo Restrepo Manrique, Diana Maria Reyes Quezada, Marlyn Catalina Ortiz Villamizar, Fernando A. Rojas Ruiz, Vladimir V. Kouznetsov

“…The evaluation of the effect of the three quinolinic molecules on the growth of onion roots of Allium cepa bulbs was achieved using different concentrations of the three growth parameters (EC50, IM, ACs) The evaluated substances performed aneugenic actions, operating at cellular and molecular structure level and preventing the fixing of mitotic spindle fibers, causing the movement of chromosomes in the anaphase or loss of chromosomes, even inducing apoptosis by exceeding the homeostatic capacity of the cell. …”
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ANALYSIS SYSTEM KEY PERFORMANCE INDICATORS OF FILLING by Vitaly Komlev, Robert Nizhegorodtsev, Alexander Nosov

“…There are proved some factors influencing the efficiency of different types of selection - profitability (resource productivity), effectiveness and operability. …”
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Charge/discharge Profiling of Organic Latent Heat Material Embedded in Polymer Matrix for Heat Energy System by Reza Abdu RAHMAN, Sulistyo SULISTYO, M.S.K.Tony Suryo UTOMO, Ilham FEBRIANSYAH, Ismail ISMAIL

“…As an initial assessment, three different organic LHSMs are used for the evaluation. …”
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Development of polyamide-6/chitosan membranes for desalination by A. EL-Gendi, A. Deratani, S.A. Ahmed, S.S. Ali

“…Preparation process was followed by assessment of the membrane structural characteristics; then the desalting performance of each prepared membrane was evaluated under different operating conditions in order to find the structure–property relationship. …”
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Pollen–pistil interactions in divergent wide crosses lead to spatial and temporal pre-fertilization reproductive barrier in flax (Linum usitatissimum L.) by Vijaykumar Kailasrao Raut, Aneeta Yadav, Vikender Kaur, Mahesh Rao, Pooja Pathania, Dhammaprakash Wankhede, Mamta Singh, Gyanendra Pratap Singh

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Assessment of binary prediction of fraudulent advertisements in ATS candidate tracking cloud systems by V. V. Ligi-Goryaev, G. A. Mankaeva, T. B. Goldvarg, S. S. Muchkaeva, V. V. Dzhakhnaev

“…Taking into account the evaluation results, the GBT model was utilized for the operational aspect of the program. …”
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Robust confinement state classification with uncertainty quantification through ensembled data-driven methods by Yoeri Poels, Cristina Venturini, Alessandro Pau, Olivier Sauter, Vlado Menkovski, the TCV Team, the WPTE Team

“…Furthermore, we discuss performance using a variety of common and alternative scenarios, the performance of individual components, out-of-distribution performance, cases of broken or missing signals, and evaluate conditionally-averaged behavior around different state transitions. …”
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Computer Vision-Based Lane Detection and Detection of Vehicle, Traffic Sign, Pedestrian Using YOLOv5 by Raşit Köker, Osman Eldoğan, Gülyeter Öztürk

“…In the object detection study, which involves 10 different objects, we evaluate the performance of five different versions of the YOLOv5 model. …”
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Analyses of the Imbalance of Urban Taxis’ High-Quality Customers Based on Didi Trajectory Data by Beibei Hu, Xuanxuan Xia, Xinyi Shen, Xianlei Dong

“…The distribution of high-quality customers (hereafter HQC) for taxis (including ride-hailing cars) has a significant impact on drivers’ revenue and taxis’ operation efficiency. Based on the taxi global positioning system data, we construct an evaluation model of passengers to discuss the imbalance of consumption in taxi market. …”
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Bioinformatics meets machine learning: identifying circulating biomarkers for vitiligo across blood and tissues by Qiyu Wang, Jingwei Yuan, Jingwei Yuan, Mengdi Zhang, Haiyan Jia, Hongjie Lu, Yan Wu

“…The analysis of immune cell infiltration suggested that different immune cell types could play a role in the progression of vitiligo. …”
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Contemporary management of arterial thoracic outlet syndrome by Prem Chand Gupta, MS, Hideaki Obara, MD, PhD, Ravul Jindal, MS, FRCS, Srujal Shah, MS, MCh, Sandeep Mahapatra, MS, DrNB, Yerramsetty Vamsi Krishna, DNB, Natarajan Sekar, MS, MCh, Thodur Vasudevan, FRCS, FRACS

“…Diagnosis is based on clinical evaluation and imaging and must show evidence of injury to SA. …”
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Are ROC-improved logistic regressions beneficial to statistical models of land change? A counter example by Mingyang Qin, Yiru Xie, Shi Hua, Zhanhong Liu, Peichao Gao

“…To address this gap, we compared the basic LR model with five classic improved models using Lhasa as a case study, comparing the receiver-operating characteristic (ROC) values of each model and further evaluating the performance of the land change models generated by coupling each LR model with the CLUE-s model using six evaluation metrics (Kno, Klocation, Kquantity and the divergence indices (D, A and Q)). …”
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IceBench: A Benchmark for Deep-Learning-Based Sea-Ice Type Classification by Samira Alkaee Taleghan, Andrew P. Barrett, Walter N. Meier, Farnoush Banaei-Kashani

“…Sea ice plays a critical role in the global climate system and maritime operations, making timely and accurate classification essential. …”
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Determination of Officer of the Watch Selection Criteria for Ship Types by Ozan Hikmet Arıcan, Olgay Okşaş

“…The study concludes that the global relative weight distributions of criteria for tankers and general cargo ships are quite different from each other, except for experience. It is thought that the criteria determined will provide companies with a more accurate evaluation advantage in the selection of OOWs.…”
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