Predictive modelling and identification of critical variables of mortality risk in COVID-19 patients by Olawande Daramola, Tatenda Duncan Kavu, Maritha J. Kotze, Jeanine L. Marnewick, Oluwafemi A. Sarumi, Boniface Kabaso, Thomas Moser, Karl Stroetmann, Isaac Fwemba, Fisayo Daramola, Martha Nyirenda, Susan J. van Rensburg, Peter S. Nyasulu

“…This study aimed to investigate the performance and interpretability of several ML algorithms, including deep multilayer perceptron (Deep MLP), support vector machine (SVM) and Extreme gradient boosting trees (XGBoost) for predicting COVID-19 mortality risk with an emphasis on the effect of cross-validation (CV) and principal component analysis (PCA) on the results. …”
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Evaluation of a content-based image retrieval system for radiologists in high-resolution CT of interstitial lung diseases by Benjamin Böttcher, Marly van Assen, Roberto Fari, Philipp L. von Knebel Doeberitz, Eun Young Kim, Eugene A. Berkowitz, Felix G. Meinel, Carlo N. De Cecco

“…Conclusion CBIR software improves in-training radiologist diagnostic accuracy and confidence while reducing interpretation time in ILD assessment. Relevance statement Content-based image retrieval software improves the assessment of interstitial lung diseases (ILD) in high-resolution CT, especially for radiology residents, by increasing diagnostic accuracy and confidence while reducing interpretation time. …”
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Question–Answer Methodology for Vulnerable Source Code Review via Prototype-Based Model-Agnostic Meta-Learning by Pablo Corona-Fraga, Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Linda Karina Toscano-Medina, Hector Perez-Meana, Jose Portillo-Portillo, Jesus Olivares-Mercado, Luis Javier García Villalba

“…The model outputs are interpretable, promoting greater transparency in code review processes and enabling efficient resolution of emerging vulnerabilities. …”
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Efficacy of non-invasive brain stimulation interventions on cognitive impairment: an umbrella review of meta-analyses of randomized controlled trials by Minmin Wu, Wenjing Song, Xue Wang, Lili Teng, Jinting Li, Jiongliang Zhang, Xinyue Li, Donghui Yu, Huanhuan Jia, Binhan Wang, Qiang Tang, Luwen Zhu

“…Despite potential benefits, results should be interpreted cautiously due to study heterogeneity and methodological limitations. …”
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Imagined Libya: geopolitics of the margins by Luca Raineri

“…After more than a century of substantial disregard, the rise of a pan-Ottoman geopolitical repertoire in Turkey and the nationalistic emphasis on the redeeming of the vatan (homeland) provide the key for interpreting Turkey’s resurrecting interest in Libya, and the justification of its military intervention vis-à-vis Ankara’s domestic audiences. …”
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Země Koruny české a Svatá říše římská v raném novověku by Petr Vorel

“…It was not until the turn of the 17th and 18th centuries, when the Habsburgs' diplomacy strove to enhance its influence among the Electors at the Imperial Diet (which was crowned with success in 1708), that we can see the special-purpose historical interpretation stating that the affiliation of the Bohemian Lands to the Empire had never been interrupted from the Middle Ages and the absence of the King of Bohemia at the Electors' sessions was explained as a consequence of the fact the king also held the office of the emperor. …”
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A Machine Learning Model for Predicting Prognosis in HCC Patients With Diabetes After TACE by Wu L, Chen L, Zhang L, Liu Y, Ouyang D, Wu W, Lei Y, Han P, Zhao H, Zheng C

“…Lastly, the SHapley Additive exPlanations (SHAP) method was used to interpret the final ML model.Results: A total of 636 patients were included. …”
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Ausgewählte Bemerkungen zur Struktur des mentalen Lexikons aufgrund der Untersuchungen von aphasischen Patienten by Urszula Niekra

“…Kurt Goldstein, the father of aphasiology, interprets aphasic speech disorders in terms of abstract attitude. …”
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An overview of recent developments in the description of Biblical Hebrew relevant to Bible translation by C. H. J. van der Merwe

“…These developments may shed new light on the interpretation and translation of the Biblical text. …”
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Application of Multilevel Models to Morphometric Data. Part 1. Linear Models and Hypothesis Testing by O. Tsybrovskyy, A. Berghold

“…We show examples of fitting and interpreting MM of different complexity, and draw a number of interesting conclusions about the differences in nuclear morphology between follicular thyroid adenomas and carcinomas. …”
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İBN RÜŞD’ÜN TE’VİL ANLAYIŞI VE AKTÜEL DEĞERİ ÜZERİNE by Mesut Okumuş

“…He gave allegorical interpretation method (tawil) right to the philosophers and adviced them to use al-Ghazali’s five being classification. …”
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Leonardo Bruni en Castilla: el «Libro de belo gótico» de Fernán Álvarez de Toledo by Juan Miguel Valero Moreno

“…Per la prima volta, viene offerta un'edizione critica dei prologhi del traduttore e di Bruni, assieme a un'analisi che evidenzia le conseguenze ecdotiche e interpretative dell'esame della sua tradizione testuale. …”
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Fidalgos e freires-cavaleiros by José Augusto de Sottomayor-Pizarro, Paula Pinto Costa

“…The way how these social groups had interpreted the frontier is a central issue for this study. …”
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Language and Sustainability, Linguistic Sustainability: Between Economization and Simulative Democracy? by Goranka Rocco

“…The considerations lead to a reflection on the possibilities and limits of linguistic sustainability with regard to the progressive economization of knowledge and science, which influence language use, and on the other hand with regard to the gap between real developments, which seem to privilege one or at best a few languages, and the official narratives on the promotion of multilingualism. This gap is interpreted in the context of the hypothesis of structural or systemic social unsustainability (Blühdorn 2020) and particularly in line with Blühdorn’s concept of ‘Simulative Democracy’ (2013). …”
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Strengthening the Profile of Pancasila Students Through Cultural Values in Folklores of Ponorogo by Suprapto Suprapto, Syamsudin Rois

“…Data analysis followed Miles and Huberman's interactive model, which involved data reduction, display, verification, and interpretation to draw meaningful conclusions. Triangulation was used to ensure data trustworthiness. …”
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Effects of Rural Tourism on Rural Development: Hajij Village in Kermanshah by Hamid jalalian, fariosh namdari, Asghar pashazadeh

“…The research findings showed that there are six main factors among 30 variables which interpret 70 percent of the variance of the tourism effects the most important is physical- facilitator effects. …”
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Dora Pejačević and Music Salons in Continental Croatia as Hubs of Cultural Networking by Vjera Katalinić

“…Yet, the use and the interpretation of the notion »salon« is connected more with urban environments, although the aristocracy and the affluent citizens organized such gatherings on their summer estates as well. …”
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Integrability of open boundary driven quantum circuits by Chiara Paletta, Tomaž Prosen

“…Then, we consider the limit of continuous time evolution and we give the interpretation of a restricted set of the boundary terms in the Lindbladian setting. …”
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Discovering the allure of forests: Exploring adolescent queries in nature-rich environments. by A M Arroz, R Gabriel, A R Silva, F Piasentin, I R Amorim, A Picanço, S Matos

“…This study explores adolescents' inherent curiosity about nature through the production of self-generated questions during a field visit to a nature-rich environment, followed by descriptive-interpretative analysis using focus groups. Utilizing cultural probes and content-free question tokens, we collected 164 valid questions produced by 36 adolescents during the field session. …”
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THE INFLUENCE OF THE RENAISSANCE’S ART OF MEMORY ON DESCARTES’ PHILOSOPHY by Gintautas Mažeikis

“…The mnemonic author who gave rise to his reflections was Lambert Schenkel. Descartes interpreted the traditional sacral Medieval art of memory and Renaissance occult art of memory as "corporeal memory" and "outside of us" as compared with "intellectual memory", which is within us and incapable of increase or decrease. …”
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