Assessing the diagnostic accuracy of machine learning algorithms for identification of asthma in United States adults based on NHANES dataset by Omid Kohandel Gargari, Mobina Fathi, Shahryar Rajai Firouzabadi, Ida Mohammadi, Mohammad Hossein Mahmoudi, Mehran Sarmadi, Arman Shafiee

“…RF exhibited high accuracy but low precision. Feature interpretation using SHapley Additive exPlanations (SHAP) values identified significant predictors such as close relative asthma history, dietary fat intake, and chronic bronchitis. …”
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Skeptic’s Comment: What Questions ‘Academic Writing’ Does Not Answer by Alevtina S. Robotova

“…While admitting the value of analyzing foreign publications on AW, interpreting them and creating a teaching and learning system tailored for our national practice, the author states that the arguments to recognize AW as an independent academic discipline or a new research area are not sufficient. …”
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Methane hydrate systems off South Makassar Basin, Indonesia by Feisal Dirgantara, Susilohadi Susilohadi, Mohammad Andri Syahrir Iskandar, Yudha Arisandhy Sintuwardhana

“…Identified through the interpretation of bottom simulating reflectors (BSRs), seafloor topography, and structural features on seismic reflection profiles are five primary play types: polygonal faults type, slope type, buried fold type, buried carbonate mound type, and sediment waves type. …”
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Estimation of the Oil-in-Place Resources in the Liquid-Rich Shale Formations Exploiting Geochemical and Petrophysical Data in a 3D High-Resolution Geological Model Domain: Baltic B... by Krzysztof Sowiżdżał, Tomasz Słoczyński, Weronika Kaczmarczyk

“…Consequently, the results of oil-in-place estimation were also available as 3D models, ready for visualization and interpretation in terms of delineation of most favorable zones or well placement. …”
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METHAPHYSICS OF DEATH PENALTY by V. E. Gromov

“…The author thinks that moral standards exclude any sentimental interpretation of humanism and mercy. Humanism is the imperative requiring both personal and social responsibility for the things humiliated in a victim and human dignity downtrodden in a criminal. …”
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Prediction Method for Overconsolidation Ratio of Marine SoftSoil Based on the Piezocone Penetration Tests by Yanbin Fu, Sizhan Zhang, Guiyang Lv, Kaihang Han

“…However, there are still some problems such as lack of strict theoretical analysis of penetration mechanism and incomplete interpretation theory of in situ test parameters of CPTU. …”
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War crimes in the International Criminal and Humanitarian Law and in the Criminal Law of Ukraine: theoretical and practical aspects by S. V. Shcherbak

“…The range of problematic issues of interpretation and enforcement of Art. 438 of the Criminal Code of Ukraine arising in court practice in the course of implementation of this provision has been outlined, such as the “international legal” blanket nature of the disposition of Art. 438 of the CC of Ukraine, the need for ratification of the Rome Statute and implementation of its provisions into national legislation, low sanctions for war crimes, distinguishing war crimes from other international crimes, as well as war crimes from “general criminal” offences provided for in other articles of the Special Part of the CC of Ukraine. …”
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Comparison of Adequacy of Anaesthesia (AoA) monitors with CONOX® monitor regarding sevoflurane consumption during routine general anaesthesia: A randomised clinical trial by Rajendran. Arulkumaran, Anusha Cherian, Aswini Kuberan, Prasanna Udupi Bidkar

“…Conclusion: Both AoA and CONOX measure anaesthetic depth similarly. However, interpreting qNOX values requires caution, as the patient’s consciousness status influences them.…”
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Sea buckthorn cultivars promising for mechanized harvesting by cutting fruit-bearing branches by Yu. A. Zubarev, A. V. Gunin, E. I. Panteleeva, A. V. Vorobyeva

“…Dispersion analysis was applied for statistical interpretation.Results. Productivity of top branches as well as agronomic and biological characteristics of sea buckthorn fruits were studied. …”
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Fetoplacental Discrepancy with Normal Karyotype in Amniotic Fluid and Two Different Cell Lines in Placenta by Veronica Ortega, Christina Mendiola, Eric Williamson, Kenneth Higby, Gopalrao V. N. Velagaleti

“…Chromosome analysis from the placenta showed two different cell lines: a balanced (15;21) Roberstonian translocation in 11 cells and an unbalanced (21;21) Robertsonian translocation in 9 cells. The karyotype was interpreted as mos 45,XX,inv(9)(p11q13)x2,der(15;21)(q10;q10)[11]/46,XX,inv(9)(p11q13)x2,+21,der(21;21)(q10;q10). …”
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An explainable deep learning model for diabetic foot ulcer classification using swin transformer and efficient multi-scale attention-driven network by R. Karthik, Armaano Ajay, Anshika Jhalani, Kruthik Ballari, Suganthi K

“…The proposed work also incorporates Grad-CAM-based Explainable Artificial Intelligence (XAI) to visualize and interpret the decision making of the network. The proposed model demonstrated better performance on the DFUC-2021 dataset, surpassing existing works and pre-trained CNN architectures with an accuracy of 78.79% and a macro F1-score of 80%.…”
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Metabolic Differences in Neuroimaging with [¹⁸F]FDG in Rats Under Isoflurane and Hypnorm–Dormicum by Aage Kristian Olsen Alstrup, Mette Simonsen, Kim Vang Hansen, Caroline C. Real

“…Therefore, understanding these effects is crucial for accurate interpretation of the results. In this experiment, we investigate the effect of [¹⁸F]-labeled glucose analog fluorodeoxyglucose ([¹⁸F]FDG) uptake in the brains of rats anesthetized with two commonly used anesthetics for rodents: isoflurane, an inhalation anesthetic, and Hypnorm–Dormicum, a combination injection anesthetic. …”
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Tuzūkāt-i Tīmūrī as a Source on Chagatai Military Tactics, Late Fourteenth to Early Fifteenth Centuries by Leonid A. Bobrov, Aibolat K. Kushkumbayev, Zhaksylyk М. Sabitov, Myltykbayuly

“…The sections about tactics of Amir Timur’s Chagatai army are very likely a combination of messages borrowed by the compilers from fifteenth-century Timurid written sources — and their own interpretations of Safavid (and possibly Mughal) combat practices of later times. …”
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Strategic foresight of staffing needs of innovative development of socio-economic systems by Elena Okunkova

“…Development of basic techniques and instruments of calculation of need of innovative economy for highly qualified personnel on long-term and medium-term prospects has been based on such methodological approaches as system, activity and competence-based approaches, situational approach, methodology of the interactive, understanding and interpretive sociology, methodology of synergy, network thinking and social management, methodology of the modal analysis. …”
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Protestant German books in Protestant libraries of the Grand Duchy of Lithuania in the 16th-17th centuries by Ingė Lukšaitė

“…., books on the history of European countries, texts of the Bible, and their explanations and interpretations. Among German Protestant authors, Philip Melanchthon was the most popular, next to Professor Justus Lipsius from the Netherlands. …”
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Can Jurors Disregard Inadmissible Evidence? Using the Multiphase Optimization Strategy to Test Interventions Derived from Cognitive and Social Psychological Theories by Pamela N. Sandberg, Tess M. S. Neal, Karey L. O’Hara

“…These findings show early promise that novel intervention strategies may assist jurors in disregarding inadmissible evidence. Interpretation, limitations, and calls to action are discussed.…”
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Utilization of a Lightweight 3D U-Net Model for Reducing Execution Time of Numerical Weather Prediction Models by Hyesung Park, Sungwook Chung

“…Through profiling, we confirmed that deep learning models can be integrated without altering the original configuration of Low GloSea6 or complicating physical interpretation. The profiling identified “tri_sor.F90” as the main CPU time hotspot. …”
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Saintes/Mediolanum, cité des Santons et Bordeaux/Burdigala, cité des Bituriges Vivisques : destins croisés by Louis Maurin, Alain Bouet, Eneko Hiriart, Guilhem Landreau, Christophe Sireix, Dominique Tardy

“…For a quarter-century archaeological and numismatic research has led us to believe that at the time of the outbreak of the Gallic War their histories were linked, something apparently confirmed by some interpretations of Caesar’s silences about the causes of his conflict with the Helvetii. …”
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INTERACTION IN AN EDUCATIONAL ENVIRONMENT WITH VIRTUAL AND AUGMENTED REALITY by Svitlana H. Lytvynova, Natalia V. Soroko

“…To achieve the purpose of our study and also to clarify the problem of determining the features of interaction models of participants in the educational process of a general education institution using virtual and augmented reality we used the following methods: systematic and comparative analysis of pedagogical, psychological, philosophical and sociological works, methodological and specialized literature; analysis of the pedagogical experience of using virtual and augmented reality in general school; synthesis and generalization to formulate the main points of the study; interpretation of the research results. A research study was conducted in a general educational institution, where an educational project using virtual and augmented reality was developed and implemented. …”
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Tumor mutational burden quantification from targeted gene panels: major advancements and challenges by Sara Gandini, Laura Fancello, Pier Giuseppe Pelicci, Luca Mazzarella

“…This overview on the heterogeneous landscape of panel-based TMB quantification aims at providing a context to discuss common standards and illustrates the strong need of further validation and consolidation studies for the clinical interpretation of panel-based TMB values.…”
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