Benchmarking IMIA recommendations for the health informatics undergraduate program in Saudi Arabia: a mixed methodology by Haitham Alzghaibi, Qazi Mohammad Sajid Jamal, Sulaiman Almutairi, Reem M. Alotaibi, Saleh Alzughaibi, Shabbir Syed Abdul, Faisal AlGhayadh, Shafiz Affend Mohd Yusof, Nasriah Zakaria

“…Abstract Background Health informatics is a multidisciplinary field that supports the use and management of health data to enhance the quality and efficiency of healthcare delivery. As digital transformation accelerates in healthcare systems, particularly in Saudi Arabia, there is a growing need to ensure that undergraduate education programs in this field meet both national priorities and international standards. …”
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Universal conditional networks (UniCoN) for multi-age embryonic cartilage segmentation with sparsely annotated data by Nishchal Sapkota, Yejia Zhang, Zihao Zhao, Maria Jose Gomez, Yuhan Hsi, Jordan A. Wilson, Kazuhiko Kawasaki, Greg Holmes, Meng Wu, Ethylin Wang Jabs, Joan T. Richtsmeier, Susan M. Motch Perrine, Danny Z. Chen

“…While DL approaches have been proposed to automate cartilage segmentation, most such models have limited accuracy and generalizability, especially across data from different embryonic age groups. To address these limitations, we propose novel DL methods that can be adopted by any DL architectures—including Convolutional Neural Networks (CNNs), Transformers, or hybrid models—which effectively leverage age and spatial information to enhance model performance. …”
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Development and evaluation of deep neural networks for the classification of subtypes of renal cell carcinoma from kidney histopathology images by Amit Kumar Chanchal, Shyam Lal, Shilpa Suresh

“…Compared to the best-performing state-of-the-art model, RenalNet achieves accuracies of 91.67%, 97.14%, and 97.24% on three different datasets. Additionally, the proposed method significantly reduces the number of parameters and FLOPs, demonstrating computationally efficient with 2.71 × $$10^9$$ FLOPs & 0.2131 × $$10^6$$ parameters.…”
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Some New and Sharp Inequalities of Composite Simpson’s Formula for Differentiable Functions with Applications by Wei Liu, Yu Wang, Ifra Bashir Sial, Loredana Ciurdariu

“…The new integral identity is proved in a manner that allows it to be transformed into different identities for different subdivisions of the integration interval. …”
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Innovative Design of Marketing Ecosystems by А. I. Vasiliev, I. А. Brusakova

“…The formation and use of marketing ecosystems can simplify both the processes of transformation of technological patterns and the interaction of different types of business models of enterprises. …”
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Resilience Analysis Grid–Rasch Rating Scale Model for Measuring Organizational Resilience Potential by Andrea Falegnami, Andrea Tomassi, Giuseppe Corbelli, Elpidio Romano

“…This paper presents a novel method for measuring organizational resilience by integrating the Rasch model into the Resilience Analysis Grid (RAG), providing a robust and objective tool for cross-sectional resilience studies. …”
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RZYMSKA GENEZA INSTYTUCJI ZAWIADOMIENIA DŁUŻNIKA O PRZELEWIE WIERZYTELNOŚCI. DENUNTIATIO Z C. 8,41,3 PR. A WYBRANE USTAWODAWSTWA WSPÓŁCZESNE by Piotr Ściślicki

“…The standpoint of classical Roman law was, at least initially, different - iurisprudentes used to consider obligatio as a strictly personal legal bond which could not be affected by any subjective transformations. …”
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Histological and Electron Microscopical Observations on the Testis and Male Accessory Glands of Poecilimon ataturki Ünal, 1999 (Orthoptera, Tettigoniidae) by Damla Amutkan Mutlu, Irmak Polat, Zekiye Suludere

“…There are cysts in the follicles, one of which is in a particular sperm development. 3 different development stages are observed in follicles as growth zone, maturation zone and transformation zone. …”
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Complementarity-Oriented Feature Fusion for Face-Phone Trajectory Matching by Changfeng Cao, Wenchuan Zhang, Hua Yang, Dan Ruan

“…We evaluated our method on a large real-world face-phone trajectory dataset and showed promising results with the accuracy of 97.1% which exceeds the comparable similarity-based methods. …”
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Local adaptation and validation of a transdiagnostic risk calculator for first episode psychosis using mental health patient records by Elizabeth Ford, James Stone, James Stone, James Stone, Dominic Oliver, Dominic Oliver, Dominic Oliver, Benjamin Fell, Gloria Roque, Sam Robertson, Paolo Fusar-Poli, Paolo Fusar-Poli, Paolo Fusar-Poli, Paolo Fusar-Poli, Kathryn Greenwood, Kathryn Greenwood

“…In an analysis sample of 63,922 patients with complete data, the risk calculator had acceptable but lower accuracy in Southeast England (Harrell’s C 0.71) compared to the London benchmark (Harrell’s C 0.85).ConclusionsThe risk calculator performed similarly in Southeast England to other external validation studies, discriminating acceptably, suggesting that this calculator may be adapted successfully for new patient populations, services and geographic areas. Differences in accuracy may be due to different cultures of data capture, different NLP approaches, or differences in the patient cohort.…”
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‘You want to deal with power while riding on power’: global perspectives on power in participatory health research and co-production approaches by Maria Roura, Bachera Aktar, Emily Zimmerman, Ivy Chumo, Robinson Karuga, Kim Ozano, Apurvakumar Pandya, Sónia Dias, Jessica Amegee Quach, Tara Tancred, Beatrice R Egid, Guillermo Hegel, Laundette Jones, Luret Lar, Yaimie López, Theresa C Norton, Payam Sheikhattari, Nina Wallerstein

“…Introduction Power relations permeate research partnerships and compromise the ability of participatory research approaches to bring about transformational and sustainable change. This study aimed to explore how participatory health researchers engaged in co-production research perceive and experience ‘power’, and how it is discussed and addressed within the context of research partnerships.Methods Five online workshops were carried out with participatory health researchers working in different global contexts. …”
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BO-CNN-BiLSTM deep learning model integrating multisource remote sensing data for improving winter wheat yield estimation by Lei Zhang, Changchun Li, Xifang Wu, Hengmao Xiang, Yinghua Jiao, Huabin Chai

“…The Bayesian Optimization (BOM) method was employed to determine the optimal hyperparameters for model parameter optimization. …”
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Desenvolvimento de um programa computacional para implantação econômica de lavouras canavieiras Development of a computer program for economical implantation of sugarcane plantatio... by Tadeu A. Marques, Gil E. Serra, Patrícia A. A. Marques

“…The algorithms were transformed in the software "canavial.exe", which can be assessed freely at site: "<A HREF="http://dl.winsite.com/bin/downl?…”
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Life meaning orientations of young women of Ingush nationality as determinants of their subjective psychological well-being by Raishat I. Pogorova

“…It was found that the degree of influence of the life-meaning sphere components decreases with increasing age of the respondents, which may be associated with an existential crisis and transformation of meanings and values. Statistically significant differences were revealed between representatives of the three age groups in relation to the ability to take responsibility for the events of their own lives and the general meaningfulness of life, where the prevailing indicators are noted among representatives of the oldest of the identified age categories of respondents. …”
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Physical-chemical properties of 2-((5-(3-,4-fluorophenyl)-4-R2-1,2,4-triazol-3-il)tio)-1-arylethanons and their reduced systems by O. A. Bihdan

“…The research objects of our choice are promising not only as end compounds for the search of biologically active molecules, they can later be used as starting materials for subsequent chemical transformations. It is also known that the presence of keto-group causes the appearance of different types of pharmacological activity, and the transition to alcohols reduces toxicity.According to the results of the experiment a number of new compounds, which were not previously described in the literature, have been obtained, as well as physical-chemical constants have been given.Conclusions. …”
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Modeling of thermal power plants in the study of reliability of power supply and energy security by D. S. Krupenev, V. M. Piskunova, A. G. Galfinger

“…Development of mathematical models of interaction of electric power, heat supply and fuel systems within the framework of thermal power plants designed to study energy security and reliability of fuel and energy supply.   METHODS. Mathematical modeling of fuel consumption dependences on electrical and thermal load at thermal power plants is used as methods. …”
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Study on Point Spread Function of Perovskite Fast Neutron Scintillation Imaging Screen by FENG Zhelin1, LIU Linyue2, , SONG Yan2, DUAN Baojun2, BAO Zizhen3, OUYANG Xiaoping2

“…In addition, the simulation transformation results of C5H7Cu2I2N4’s experimental imaging photo are obtained by using this model, showing a consistent trend on the luminescence characteristics with the experimental results. …”

Copyright and Digital Sovereignty by V. P. Kirilenko, G. V. Alekseev, A. S. Rumyantsev

“…Digital transformation affects all social spheres bringing to life interactive technologies and virtual reality. …”
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Optimal distribution of investments in a group of interconnected enterprises of the coal industry by O.M. Asheulova, Yu.I. Demchenko, O.I. Prykhorchyk, O.R. Mamaikin

“…The practical value of the research is to establish the dependence of the level of production growth on attracted investments for enterprises with different levels of economic reliability. It has been established that the most effective option for transforming the mines of the coal-mining region is to compensate for a possible decrease in production volumes, their necessary increase due to the additional load of effective existing mines and, as a rule, with lower capital costs. …”
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Research on Modulation Format Recognition for Underwater Visible Light Communication based on BiGRU by GAO Wendi, WANG Yunkai, XU Chi, XU Zengyi, CHI Nan

“…Hence, this study aims to address the performance limitations in Modulation Format Recognition (MFR) within UVLC systems, with a special focus on improving recognition accuracy and system robustness in complex underwater environments.【Methods】To address these issues, we propose an innovative MFR algorithm that combines Bidirectional Gated Recurrent Units (BiGRU) with coordinate transformation. …”
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