Effectiveness of workplace health promotion programs for industrial workers: a systematic review by Sasha Javanmardi, Ludwig Rappelt, Sascha Zangenberg, Lars Heinke, Christian Baumgart, Daniel Niederer, Jürgen Freiwald

“…Therefore, the results should be interpreted cautiously. Despite the considerable amount of research conducted in this field, additional well-designed studies are needed to fully confirm the effectiveness and determine the most promising types of interventions for improving and maintaining industrial health.…”
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Different DNA Loidy Patterns for the Differentiation of Common Subtypes of Renal Tumors by Guorong Li, Michèle Cottier, Odile Sabido, Anne Gentil-Perret, Claude Lambert, Christian Genin, Jacques Tostain

“…Results: All tumors except one papillary RCC generated interpretable DNA histograms. Flow cytometric analysis of oncocytomas showed the diploid pattern (29/30 frequencies) while the chromophobe RCC never showed the diploid pattern (0/55 frequencies) (p < 0.01). 3/7 chromopbobe RCCs possessed the hypodiploid stemline. …”
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Understanding perception of the radiology community concerning virtual reality (VR) and augmented reality (AR) technology in radiology education by Suneet Paulson, Dwight Figueiredo, Sushant Matre

“…Abstract Background Radiology education is crucial in developing the fundamental skills and knowledge for effectively interpreting medical images, planning interventions, and providing high-quality patient care. …”
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Respiratory abnormalities in sarcoidosis: physiopathology and early diagnosis using oscillometry combined with respiratory modeling by Bruno Falcão Oliveira, Caroline Oliveira Ribeiro, Cíntia Moraes de Sá Sousa, Mariana Carneiro Lopes, Agnaldo José Lopes, Pedro Lopes de Melo

“…Integer-order and fractional-order modeling have increasingly been used to interpret measurements obtained from oscillometry, offering a detailed description of the respiratory system. …”
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The Idea of Education: Development or Service Delivery? by V. E. Ljovkin, A. O. Ljovkina, E. L. Docenko, L. M. Volosnikova

“…The present article is debatable and theoretical; therefore, it explores the idea of education from the perspective of the current trend – the classification of education as a service sector.The aim of the article is to scientifically justify irrelevance of the ideas of education as a “commercial service” through the discussion of consequences of such an interpretation.Methodology and research methods. The research methodology is based on a meta-systemic approach, which allows us to consider education as the system in a number of other social institutes and structures and as an element of a larger system. …”
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Explainable Machine Learning for Efficient Diabetes Prediction Using Hyperparameter Tuning, SHAP Analysis, Partial Dependency, and LIME by Md. Manowarul Islam, Habibur Rahman Rifat, Md. Shamim Bin Shahid, Arnisha Akhter, Md Ashraf Uddin, Khandaker Mohammad Mohi Uddin

“…What is more, to improve the comprehensibility of the proposed model, a variety of explainability methodologies such as SHapley Additive Explanations (SHAP), Partial Dependency, and Local Interpretable Model‐agnostic Explanations (LIME) have been implemented which are not often noticed in the previous works. …”
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Reliability of Chest Wall Mobility and Its Correlation with Lung Functions in Healthy Nonsmokers, Healthy Smokers, and Patients with COPD by Ravi S. Reddy, Khalid A. Alahmari, Paul S. Silvian, Irshad A. Ahmad, Venkata Nagaraj Kakarparthi, Kanagaraj Rengaramanujam

“…Upper and lower CE may be more useful in clinical practice to evaluate chest mobility and to give indirect information on lung function but interpretation with caution is required when considering implementation into clinical setting.…”
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Receipt of specialized palliative care and health care utilization at the end of life in hematological cancer patients – the Stockholm experience by Lena von Bahr, Peter Strang, Torbjörn Schultz, Per Fürst

“…Emergency hospitals as place of death was positively associated with frailty risk, aOR 1.50 (1.23–1.83, p < 0.0001) but negatively associated with age over 80 years (p < 0.0001) and especially with receipt of SPC, aOR 0.05 (0.04–0.06, p < 0.0001). Interpretation: Receipt of SPC could possibly reduce the need for emergency care in the end of life and the Stockholm model might facilitate referral to SPC for hematological patients. …”
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Diagnostic performance of artificial intelligence in detection of renal cell carcinoma: a systematic review and meta-analysis by Mahdi Gouravani, Mohammad Shahrabi Farahani, Mohammad Amin Salehi, Shayan Shojaei, Sina Mirakhori, Hamid Harandi, Soheil Mohammadi, Ramy R. Saleh

“…Nevertheless, the presence of heterogeneity between studies and the absence of coherence in the results underscore the necessity for the cautious interpretation of these results and additional prospective studies.…”
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L’autre scène dans The Three Birds de Joanna Laurens (2000) : enjeux dramatiques de la réécriture d’un mythe by Solange Ayache

“…This article thus looks at the issues at stake in Laurens’ rewriting, which can be read as the Other of the Greek myth and its famous feminist interpretations. Not only does her play propose an alternative which stems from an unusual, profoundly humane perspective – the suffering of a man whose love is thwarted – but this reversal is also mirrored in the intradiegetic motif of the tapestry as a writing of the Other (the scene behind the scenes, unheard of) by the Other (the abused, silenced woman). …”
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Prevalence of perinatal post-traumatic stress disorder (PTSD) in low-income and middle-income countries: a systematic review and meta-analysis by Charles Opondo, Holly Jenkins, Fiona Alderdice, Gracia Fellmeth, Zoe Daskalopoulou

“…Statistical heterogeneity between studies persisted in subgroup analyses and results should be interpreted with caution. More research from low-income countries is needed to improve understanding of the burden of perinatal PTSD in these settings.PROSPERO registration number CRD42022325072.…”
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Predicting bullying victimization among adolescents using the risk and protective factor framework: a large-scale machine learning approach by Ethan Low, Joshua Monsen, Lindsay Schow, Rachel Roberts, Lucy Collins, Hayden Johnson, Carl L. Hanson, Quinn Snell, E. Shannon Tass

“…LightGBM was used to create the model, achieving 70% accuracy, and SHapley Additive exPlanations (SHAP) values were utilized to interpret model predictions and to identify risk and protective predictors most highly associated with bullying victimization. …”
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Forensic tactics: a review of the formation history and current trends by O. P. Shaituro

“…It is noted that forensic tactics in the modern interpretation is considered as part of criminology, as a system of scientific provisions and recommendations for the organization and planning of pre-trial and judicial investigation, which are developed on the basis of determining the optimal course of action examination of evidence and establishment of circumstances that contributed to the commission of the crime. …”
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Six-year performance of risk-based selection for lung cancer screening in the Manchester Lung Health Check cohort by Matthew Sperrin, Haval Balata, Richard Booton, Hilary A Robbins, Philip A J Crosbie, Patrick Goodley

“…The effect of screening on increasing the probability of lung cancer diagnosis should be considered when interpreting measures of prediction model performance.…”
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Comparative study of PCR test kits for ASFV DNA detection by M. S. Krasnikova, S. P. Yatsentyuk, M. B. Bryusova, A. D. Kozlova, М. А. Gergel

“…It was noted that some manufacturers make serious errors in the instructions, which can significantly affect the interpretation of test results. It was also observed that there is insufficient control of the manufacturing process, which results in the production of faulty kits, as well as kits with poor-quality components and errors in the labeling. …”
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Ensemble machine learning models for lung cancer incidence risk prediction in the elderly: a retrospective longitudinal study by Songjing Chen, Sizhu Wu

“…SHAP values were supplied for model interpretability. High risk factors of lung cancer incidence were identified in the elderly. …”
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Edge-Preserving Probabilistic Downsampling for Reliable Medical Segmentation in Resource-Constrained Environments by Shahzad Ali, Yu Rim Lee, Soo Young Park, Won Young Tak, Soon Ki Jung

“…When applied to ground truth (GT) labels without proper care, downsampling can significantly impair the segmentation network&#x2019;s ability to accurately interpret and predict detailed features. This, in turn, leads to a degraded performance compared to networks trained on higher-resolution labels. …”
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Safety and efficacy of apixaban versus vitamin K antagonists in patients undergoing dialysis: a systematic review and meta-analysis by Yifang Zhang, Jialiang Wang, Nannan Shen, Jie Jiang, Yanna Xie

“…The predominance of retrospective data warrants caution in the interpretation of results.…”
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ChatGPT for Univariate Statistics: Validation of AI-Assisted Data Analysis in Healthcare Research by Michael R Ruta, Tony Gaidici, Chase Irwin, Jonathan Lifshitz

“…With the recent integration of Python code interpretation into the ChatGPT environment, there has been a significant increase in the potential utility of ChatGPT as a research tool, particularly in terms of data analysis applications. …”
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Evidence of active subglacial lakes under a slowly moving coastal region of the Antarctic Ice Sheet by J. F. Arthur, C. Shackleton, G. Moholdt, K. Matsuoka, J. van Oostveen

“…We present local ice surface elevation changes in the coastal DML region that we interpret as unique evidence of seven active subglacial lakes located under slowly moving ice near the grounding line margin. …”
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