Comparative analysis of deep learning and radiomic signatures for overall survival prediction in recurrent high-grade glioma treated with immunotherapy by Qi Wan, Clifford Lindsay, Chenxi Zhang, Jisoo Kim, Xin Chen, Jing Li, Raymond Y. Huang, David A. Reardon, Geoffrey S. Young, Lei Qin

“…The potential time-saving must be weighed against the lower interpretability of end-to-end black box modeling.…”
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Construct validity and responsiveness of clinical upper limb measures and sensor-based arm use within the first year after stroke: a longitudinal cohort study by Johannes Pohl, Geert Verheyden, Jeremia Philipp Oskar Held, Andreas Ruediger Luft, Chris Easthope Awai, Janne Marieke Veerbeek

“…Abstract Background Construct validity and responsiveness of upper limb outcome measures are essential to interpret motor recovery poststroke. Evaluating the associations between clinical upper limb measures and sensor-based arm use (AU) fosters a coherent understanding of motor recovery. …”
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The rat's sciatic nerve functional index dynamics after its transection and recovery by means of epineural neurorrhaphy by Ziia K. Melikov, Volodymyr V. Medvediev

“…The reliable biphasic SFI dynamics that was discovered after sciatic nerve transection, as well as the insignificant (according to this data) fluctuations in SFI after sciatic nerve transection and neurorrhaphy, require independent verification, pathophysiological interpretation, and should be taken into account when evaluating rehabilitation methods using such an experimental model of peripheral nerve injury.…”
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Multicultural values: meeting point of two forces in developing Islamic education by Dwi Mariyono

“…Bias and subjectivity: despite efforts to minimize bias, researchers’ subjectivity and potential biases in data interpretation and analysis cannot be entirely eliminated. …”
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Diseño tecnológico de un lugar de culto: valor histórico y constructivo = Technological design of a worship place: historical and constructive value by Antonella Violano, Antonio Maio

“…The technological project of an ancient church requires a material and symbolic interpretation of the historical transformations that the building has undergone. …”
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Research on construction of public health system in China – a CiteSpace-based visualization analysis of studies published since the COVID-19 epidemic by Yuntong ZHAO, Ziyi PENG, Shuai DU, Wuqi QIU, Pei DONG, Ayan MAO

“…Based on CiteSpace V software, we created a visual map of keyword co-occurrence, keyword clustering, and keyword time zones, and then analyzed and interpreted the map content. ResultsA total of 161 articles on public health construction in China were included. …”
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High-resolution mapping of global winter-triticeae crops using a sample-free identification method by Y. Fu, X. Chen, C. Song, X. Huang, J. Dong, Q. Peng, W. Yuan

“…Validation using field survey samples and visual interpretation samples from Google Earth images indicated that the method exhibited satisfying performance and stable spatiotemporal transferability, with producer's accuracy, user's accuracy and overall accuracy values of 81.12 %, 87.85 % and 87.7 %, respectively. …”
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Scoping review of costs of implementation strategies in community, public health and healthcare settings by Hongmei Wang, Jungyoon Kim, Tzeyu L Michaud, Emiliane Pereira, Gwenndolyn Porter, Caitlin Golden, Jennie Hill, Cindy Schmidt, Paul A Estabrooks

“…Most studies presented limited information on costing methodology, making interpretation difficult.Conclusions The quantity of published D&I strategy cost analyses is increasing, yet guidance on conducting and reporting of D&I strategy cost analysis is necessary to facilitate and promote the application of comparative economic evaluation in the field of D&I research.…”
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The Mechanisms of Guaranteeing the Right to Clean Air in Iran and International Documents by Fatemeh Hamidi, Maryam Afshari, Ali Mashhadi

“…The most important reasons for the lack of law enforcement are lack of financial resources, lack of priority to the issue of air pollution, lack of adequate and effective supervision, inconsistency between the executive agencies and island operations, personal interpretation of the law's texts, and finally, the flaws in the text of the law. …”
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Using Health Utility Index (HUI) for Measuring the Impact on Health-Related Quality of Life (HRQL) Among Individuals with Chronic Diseases by Frank Mo, Bernard C.K. Choi, Felix C.K. Li, Joav Merrick

“…The HUI scores facilitate the measurement and interpretation of results of health burden and the HRQL for individuals with chronic diseases and can be useful for development of strategies for the prevention and control of chronic diseases.…”
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Presenting a Leadership Empowerment Model through Sense-making by Using the Cognitive and Behavioral Scripts by Hamid Zare, Aliasghar Pourezzat, Hasan Zareei Matin, Arezoo Salmani

“…This research is firmly grounded in an interpretive paradigm and is classified under qualitative methodologies, employing an inductive approach that also incorporated a retrospective analysis to deepen the understanding of the underlying themes. …”
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FUNCTIONS OF THE STATE AND LOCAL SELF-GOVERNMENT BODIES IN THE REGULATION OF FUNERAL SERVICES: ECONOMIC ASPECTS AND ENSURING SOCIAL STANDARDS by Denys Komarnytskyi, Liudmyla Sylenko, Roman Tуtykalo

“…These include: the method of dialectical materialism; the method of abstraction; methods of analysis and synthesis; the functional method; the system analysis method; the synergistic method; the comparative legal method; the method of interpretation and hermeneutics; the dogmatic method; the system analysis method; and the statistical method. …”
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Explainable machine learning for modeling of net ecosystem exchange in boreal forests by E. Ezhova, T. Laanti, A. Lintunen, P. Kolari, T. Nieminen, I. Mammarella, K. Heljanko, K. Heljanko, M. Kulmala

“…Our results highlight the importance of explainable artificial intelligence methods for interpreting outcomes from machine learning models, particularly when a set containing interdependent variables is used as a model input.…”
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Application of a methodological framework for the development and multicenter validation of reliable artificial intelligence in embryo evaluation by D. Gilboa, Akhil Garg, M. Shapiro, M. Meseguer, Y. Amar, N. Lustgarten, N. Desai, T. Shavit, V. Silva, A. Papatheodorou, A. Chatziparasidou, S. Angras, J. H. Lee, L. Thiel, C. L. Curchoe, Y. Tauber, D. S. Seidman

“…The four-step methodology for developing and evaluating the AI model include: (I) curating annotated datasets that represent the intended clinical use case; (II) developing and optimizing the AI model; (III) evaluating the AI’s performance by assessing its discriminative power and associations with pregnancy probability across variable data; and (IV) ensuring interpretability and explainability by correlating AI scores with relevant morphologic features of embryo quality. …”
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Stochastic Modeling of Adaptive Trait Evolution in Phylogenetics: A Polynomial Regression and Approximate Bayesian Computation Approach by Dwueng-Chwuan Jhwueng, Chia-Hua Chang

“…In nature, closely related species often exhibit diverse characteristics, challenging simplistic line interpretations of trait evolution. For these species, the evolutionary dynamics of one trait may differ markedly from another, with some traits evolving at a slower pace and others rapidly diversifying. …”
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Tofacitinib Efficacy/Safety in Patients with Ankylosing Spondylitis by Baseline Body Mass Index: A Post Hoc Analysis of Phase 2/3 Trials by Hillary Norton, Paula Sliwinska-Stanczyk, Tomas Hala, Bassel El-Zorkany, Lori Stockert, Rajiv Mundayat, Lisy Wang, Christopher T. Ritchlin

“…This post hoc analysis demonstrates that tofacitinib can be considered as a treatment option for AS, regardless of baseline BMI category; however, interpretation was limited by small sample sizes and differences in sample sizes and baseline characteristics across categories. …”
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Toward Understanding of Quiet Human Resource Management Theory in Iranian Organizations: Theoretical Origins, Conceptual Narration and its Consequences by Abbas Nargesian, Sajjad Sadpoor

“…This study aims to establish a theoretical framework that describes and explains the emerging phenomenon of quiet HRM within Iranian organizations.MethodsThis research was conducted within an interpretive philosophical paradigm, utilizing semi-structured interviews to uncover the core dimensions and components of quiet HRM. …”
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High-performance CT features supporting accurate pre-operative tumor staging in colon cancer by Jianhua Yuan, Cangzheng Jin, Jianrong Si, Baobao Liu, Xiaohan Si, Jianzhi Chen

“…We aimed to pathologically interpret the key CT findings in order to identify reliable markers for pre-treatment staging of colon cancer.Patients and methodsThe following CT features from 136 colon adenocarcinomas were analyzed: colon wall pliability, outline contour, pericolic fat attenuations and vascularity, tumor fusion with adjacent organs, ascites, tumor size, and relevance between tumor and retroperitoneal fascia. …”
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A Nomogram Based on Circulating Inflammatory Factors for Predicting Prognosis of Newly Diagnosed Multiple Myeloma Patients by Wang M, Yue X, Ding Y, Cai Z, Xiao H, Huang H, He J

“…Patients were divided into high-risk and low-risk groups based on their total nomogram scores, with a threshold of 106.2, where the median OS of patients in the high-risk group was significantly shorter than that of patients in the low-risk group.Conclusion: The proposed nomogram based on circulating inflammatory factors is an inexpensive, widely available, and easily interpretable risk-stratification tool for NDMM patients.Keywords: multiple myeloma, neutrophil to lymphocyte ratio, platelet to lymphocyte ratio, lymphocyte to monocyte ratio, IL-10, nomogram…”
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Zoltán Kodálys Harmonielehre – ein Rekonstruktionsversuch by Anna Dalos

“…The present article attempts, with the help of currently available sources on Kodályʼs harmony, to shed new light on and reconstruct the principles of his harmonic theory and some basic features of his thought. The source interpretation is guided by the idea that the teaching concepts of composers represent not only their didactics, but also their conceptions of composition. …”
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