imageseg: An R package for deep learning‐based image segmentation by Jürgen Niedballa, Jan Axtner, Timm Fabian Döbert, Andrew Tilker, An Nguyen, Seth T. Wong, Christian Fiderer, Marco Heurich, Andreas Wilting

“…Here, we present R package imageseg which implements a CNN‐based workflow for general purpose image segmentation using the U‐Net and U‐Net++ architectures in R. The workflow covers data (pre)processing, model training and predictions. …”
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ASSESSMENT OF THE INFLUENCE OF MODERN CRUSTAL MOVEMENTS AND THE RECENTLY ACTIVATED PRECAMBRIAN STRUCTURAL PLAN ON THE RELIEF OF THE LAKE LADOGA REGION (THE SOUTHEASTERN BALTIC SHIE... by A. O. Agibalov, V. A. Zaytsev, A. A. Sentsov, A. S. Devyatkina

“…It presents the results of comprehensive studies, including processing of the regional geological and geomorphological data by the modern methods, as the major novelty of our work. …”
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A search for excited states of 3He by the reaction 7Li(d,6He)3He by Yu. N. Pavlenko, V. N. Dobrikov, N. L. Doroshko, V. O. Kyva, I. N. Kolomiets

“…The experimental data can be described in assumption of existence of 3 He resonances with excitation energies of Е* = 9, 13 and 16 МеV. …”
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Real-Time, Risk-Based Clinical Trial Quality Management in China: Development of a Digital Monitoring Platform by Min Jiang, Shuhua Zhao, Yun Mei, Zhiying Fu, Yannan Yuan, Jie Ai, Yuan Sheng, Ying Gong, Jingjing Chen

“…ResultsThe most frequently reported Level-3 taxonomies in QC reports from 2019 to 2022 were “Standard Procedure and Process,” “Safety Reporting,” and “Source Data Collection and/or Recording.” …”
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ML Auditing and Reproducibility: Applying a Core Criteria Catalog to an Early Sepsis Onset Detection System by Markus Schwarz, Ludwig Christian Hinske, Ulrich Mansmann, Fady Albashiti

“…The AUC change of 1.45% indicates resilience of the self-attention deep learning model to input data manipulation. An algorithmic error is most likely responsible for the missing lead time to sepsis onset metric. …”
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Vulnerability Time Series Forecasting: A Comparative Study of Hierarchical and Non-Hierarchical Approaches by Juscimara G. Avelino, Bruna A. O. Brito, Thiago T. de Oliveira, Jean M. M. de Lima, Andre M. Gurgel, Ramon S. Malaquias, Itamir de M. B. Filho

“…With increasingly sophisticated attacks, vulnerability management emerges as one of the main strategies to protect systems and data. However, the complexity and dynamics of threats make management processes challenging, requiring efficient and adaptable approaches. …”
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Acceptance Model of Integrated Reporting in Iranian Universities by Fatemeh Hamedi, Mahnaz Molanazari, Mehrangiz Shoaa Kazemi, Ali Rahmani

“…The obtained data were analyzed by fitted structural equations. …”
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A Cursory View on Women in Constituent Assembly by Dr. Vanthangpui Khobung, Dr. Savita Sagar

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Leveraging a multifaceted digital medication refill system on improving patients’ medication adherence and reducing medication oversupply among elderly patients with hypertension by Muhammad Hasan Abid, Bushra AL Mubarak, Lamiaa Nehad Elmasry, Matuk Qoronfulah, Bodour AlOtaibi, Dakhelullah AlOsaimy, Ammar Hawsawi, Faris AlShehri

“…Data on medication adherence, including refill cycle times and factors contributing to longer cycles, were collected through the Hospital Information System. …”
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GEBCO and ETOPO1 gridded datasets for GMT based cartographic Mapping of Hikurangi, Puysegur and Hjort Trenches, New Zealand by Polina Lemenkova

“…PT has a bimodal data distribution with 2 peaks: 1) -4,250 to -4,500 m (18%); 2) -2,250 to -3,000 m, < 7,5%. …”
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Integrating building information modeling and bayesian network for enhanced go/no-go decisions in building demolition projects by T.J.W. Adi, Y.P. Devia, N. Andriyani

“…Traditional approaches often rely on subjective judgment and lack data-driven analysis. This study seeks to create a comprehensive decision-support framework that integrates Building Information Modeling and Bayesian Networks to optimize go or no-go decision processes. …”
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Bioconvergence: advancing biosensors with nanotechnology for real-time health monitoring by Rosaline Mishra, Sakshi Minocha, Radha Goel, Praveen Kumar Gaur, Kanak Lata, Rashmi Singh

“…Real-time Monitoring: For ongoing, non-invasive health monitoring, include biosensors with wearable technology or point-of-care diagnostics. Data analysis: To interpret and analyse biosensor signals for precise and rapid health evaluations, apply machine learning techniques and sophisticated data analysis algorithms. …”
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Application of log-based specific surface area prediction for permeability modeling in a highly heterogeneous carbonate reservoir in the middle east by Mojtaba Homaie, Ida Lykke Fabricius, Morten Leth Hjuler, Asadollah Mahboubi, Ali Kadkhodaie, Reza Moussavi Harami

“…Petrographic analysis exhibits processes like dissolution, dolomitization, and anhydrite cementation that have significantly altered the Asmari Formation's fabric, leading to substantial pore structure heterogeneity. …”
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Innovation in Santa Catarina’s industries: exploring the relationship between contingency factors and management control systems by Ana Caroline Romão da Silva, Alcindo Cipriano Argolo Mendes, Carlos Eduardo Facin Lavarda

“…To such aim, a descriptive and quantitative research was carried out with 79 industries from different sectors from Santa Catarina; descriptive statistics and structural equation models were employed for data analysis. Findings revealed that the interactive use of SGC prevails when aiming at fostering product and process innovation, while the diagnostic use did not show a significant influence. …”
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Synthesis and characterization of copper nanoparticle of Solanum Virginianum and Coccinia Grandis extract: A comparative study of thermal behavior by Muthuselvi Raghunathan, Prema Anbarasu, Vashantha Ramaswami

“…Compositional analysis and the study of processes like vaporization and decomposition were both accomplished by thermogravimetric analysis. …”
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Advanced Cascaded Scheduling for Highly Autonomous Production Cells with Material Flow and Tool Lifetime Consideration using AGVs by Eddi Miller, Bastian Engelmann, Tobias Kaupp, Jan Schmitt

“…One of those challenges regards the scheduling of all applied resources and their corresponding tasks. Combining data from a real production environment and Constraint Programming (CP-SAT), we provide a cascaded scheduling approach that plans production orders for machine tools to minimize makespan and tool changeover time while enabling the corresponding robot for robot-collaborated processes. …”
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Unveiling RNA Editing by ADAR and APOBEC Protein Gene Families by Alexander Modestov, Anton Buzdin, Maria Suntsova

“…The methodological section offers clues to accelerate high-throughput analysis of RNA or DNA sequencing data for the identification of RNA editing events.…”
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Comparative Analysis of FDI Duration in the Visegrád Group Member States, Using Mortality Tables: a Sectoral Approach by Marcin Salamaga

“…In this context, we may come across complete as well as truncated observations, much like in the analyses of population processes, therefore the use of demographic methods to study the survivability of FDI projects is justified. …”
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Ecosystem Architecture Management in the Public Sector – From Problems to Solutions by Jarkko Nurmi, Ville Seppänen, Meri Katariina Valtonen

“…We outline a vision of an overall ontology-based, shared EA repository for the-whole-of-government current state descriptions and specify the central design principles and functional requirements for such a system, illustrating some potential use cases of it. Based on interview data from four smart city cases in Finland, we suggest a management model for the government ecosystem architecture target state design, specifically a design process for co-creating new services in the ecosystem. …”
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Cyber-governance of the natural world the implications of digital twins in environmental governance by Paulan Korenhof, Brett Metcalfe, Adam Henschke

“…By offering up-to-date dynamic simulations, DTs are anticipated to support decision-making in addressing key challenges like ecological degradation and climate change. However, DTs are not neutral tools: they are shaped by human assumptions and values, and bring about changes and power shifts in decision-making processes.In this article, we take in a bird's eye view to identify the different levels and manners in which DTs can reconfigure environmental governance. …”
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