Imaging Characteristics of Frozen Corpses: An Analysis Based on Postmortem Computed Tomography by Sunao Li, Wenju Jin, Jiahui He, Jun He, Mingjie Qiu, Wenjing Gao, Long Fu, Haibin Shen, Zhiyuan Xia, Xilian Ding

“…Materials and Methods: This study utilized postmortem computed tomography (PMCT) and postmortem computed tomography angiography (PMCTA) to examine tissue changes during the freezing and thawing process in a total of 61 corpses. Results: The results demonstrated that imaging changes in the brain were most pronounced during freezing and thawing, with a clear correlation to the duration of freezing/thawing and the position of the corpses. …”
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ASSESSMENT OF THE DEGREE OF IMPLEMENTATION OF THE RESULTS OF SCIENTIFIC RESEARCH AND INVENTIONS IN THE AGRICULTURAL SECTOR OF THE ECONOMY by Elena DERUNOVA, Marianna VASILCHENKO, Anton VORONOV

“…The results obtained determine the need to develop effective mechanisms for supporting patent activity in agriculture and stimulating the introduction of scientific developments and new technical solutions into the production process in order to determine the most promising areas of research in agricultural science. …”
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Media Communication Potential of Guidebooks in Black Sea Province by O. A. Boltuts

“…The study of the existing gap is of undoubted interest for creating a complete picture of the nformation development of the Black Sea province in the process of cardinal economic and socio-cultural changes. …”
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Making the Implicit Explicit: An Illustration of YPAR Implementation and Lessons Learned in Partnership With Young Adults Who Have Experienced Family Member Incarceration by Michelle Abraczinskas, Britni L. Adams, Erin Vines, Shaneah Cobb, Zion Latson, Mykala Wimbish

“…Youth Participatory Action Research (YPAR) involves a youth-adult partnered or youth-led process of inquiry, critical reflection, and action to reduce inequities in areas important to youth with lived experience. …”
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Public discourses and personal narratives of learning from disaster by Mario A. Soriano, Patrick Jaojoco, Braeden Carroll, Reed Maxwell, Allison Carruth

“…In the decade since this focusing event, there has been extensive media coverage and scholarly study of the multiple facets of the disaster and the physical reconstruction of the most devastated regions. Whether and how these public discourses percolate to everyday, on-the-ground learning processes and approaches to future typhoons has been much less studied. …”
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A Review and Tutorial on Machine Learning-Enabled Radar-Based Biomedical Monitoring by Daniel Krauss, Lukas Engel, Tabea Ott, Johanna Braunig, Robert Richer, Markus Gambietz, Nils Albrecht, Eva M. Hille, Ingrid Ullmann, Matthias Braun, Peter Dabrock, Alexander Kolpin, Anne D. Koelewijn, Bjoern M. Eskofier, Martin Vossiek

“…However, until now, the two aspects of radar-based data acquisition and ML-based data processing have mostly been addressed individually and not as part of a holistic and end-to-end data analysis pipeline. …”
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Exploring the Realization of Creative Dimensions within the Metaverse: The Case of Tabriz Metropolis by Saied Jaffari namvar, Hossein Nazmfar, Ibrahim Taghav

“…Based on the Aras Gray technique, regions 5, 8, and 10 were identified as the most optimal choices, while regions 6 and 9 were deemed less ideal. …”
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Reinforcement learning applications in water resource management: a systematic literature review by Linus Kåge, Vlatko Milić, Vlatko Milić, Maria Andersson, Magnus Wallén

“…Among the algorithms, deep Q-networks are the most commonly employed. Future research should address the challenges of bridging the gap between simulation and real-world applications and focus on improving the explainability of the decision-making process. …”
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Investigating snow cover duration changes based on a cloud-free snow cover product developed using a spatiotemporal cloud removal method for Northeast China by Dajiang Yan, Yinsheng Zhang

“…The rate of decrease in the seasonal SCD was most significant in spring, followed by that in winter and autumn. …”
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Leveraging explainable AI to predict soil respiration sensitivity and its drivers for climate change mitigation by Pierfrancesco Novielli, Michele Magarelli, Donato Romano, Pierpaolo Di Bitonto, Anna Maria Stellacci, Alfonso Monaco, Nicola Amoroso, Roberto Bellotti, Sabina Tangaro

“…In this study, we applied explainable artificial intelligence (XAI) to machine learning models to predict soil respiration sensitivity (Q10) and uncover the key factors driving this process. Using SHAP (SHapley Additive exPlanations) values, we identified glucose-induced soil respiration and the proportion of bacteria positively associated with Q10 as the most influential predictors. …”
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Characterization of the ceramic coating formed on 2024 al alloy by scanning plasma electrolytic oxidation by Xingrui Xu, Weiping Jia, Tingting Yin, Qi Dong, Yutao Ma, Zhen Wang, Zhilong Zhao, Pengxiang Lv

“…Although the high current density associated with the SPEO process generates more surface pores and microcracks, which slightly affect hardness, roughness, and corrosion resistance, the differences are minimal and acceptable for most applications. …”
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Developing and testing an evaluation framework for climate services for adaptation by Eva Boon, Nellie Sofie Body, Robbert Biesbroek

“…This study addresses this gap by developing and testing a robust and systematic evaluation framework in three steps. …”
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Effect of Vacuum Brazing Conditions of Inconel 718 Superalloy Sheets on Microstructure and Mechanical Properties of Joints by K. Krystek, I. Dul, M. Wierzbińska, M. Motyka

“…Vacuum furnace brazing is one of the most commonly used joining processes in the aerospace industry, utilized in the manufacturing of the complex components of turbine jet engines, working in both their cold and hot sections. …”
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Scale- and Resolution-Adapted Shaded Relief Generation Using U-Net by Marianna Farmakis-Serebryakova, Magnus Heitzler, Lorenz Hurni

“…On many maps, relief shading is one of the most significant graphical elements. Modern relief shading techniques include neural networks. …”
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Density Dependence in Large Herbivores Inhabiting an Insular Nature Reserve by Cornelius J. Louw, Francesca Parrini, Jason P. Marshal

“…Counts were corrected using a state‐space modeling approach. Populations of most species increased from low densities to approximate equilibrium densities. …”
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Assessing energy and environmental impacts of Turkish-style tea brewing: efficiency, consumption, and carbon footprint by Oktay Zorlu, Bedirhan Güneşdoğmuş, Sefa Sözer, Selman Akaslan, Batuhan Göçen, İlker Dikmen, Ümit Ünver

“…Despite tea being one of the most consumed beverages worldwide, research on the energy efficiency of its brewing process—particularly at the household level—remains limited. …”
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The Problems of Formation of the National System of Personnel Training for Vocational Schools: Historical and Genetic Analysis by E. M. Dorozhkin, I. A. Сhernoskutova

“…The main methodological tool used in the work is the historical and genetic approach, which allowed the authors to identify and interpret the logic of the centennial process of gradual formation of the Soviet model of vocational education and training (VET); to analyse the requests for education of teachers and masters of industrial training, changing both in terms of scale and requirements, in particular, the requirements to the level of qualification and general culture, and to determine the range of the most effective forms towards meeting these requirements.Results and scientific novelty. …”
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Digital Health Interventions for Depression and Anxiety in Low- and Middle-Income Countries: Rapid Scoping Review by Leena W Chau, Raymond W Lam, Harry Minas, Kanna Hayashi, Vu Cong Nguyen, John O'Neil

“…ObjectiveThe purpose of this research was to conduct a rapid scoping review of the available evidence on DMHIs for depression and anxiety, two of the most common mental disorders, in LMICs. …”
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Improving the understanding and interpretation of myeloma screening among resident doctors and physician associates: a quality improvement project by Mahmoud Gouda, Hannah Hunter

“…Introduction: Myeloma is the second most common blood cancer in the UK, with a median age at diagnosis of 72.6 years.1 Patients with myeloma can initially present with vague and non-specific symptoms, making early diagnosis challenging. …”
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The Interconnectedness of the Level of Education and Gender Equality in Selected Countries by Górska Rumiana

“…Which of the goals are crucial and leading in this process is a question that often arises. Quality education is considered a cornerstone for all the SDGs. …”
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