Synthetic Data Generation and Evaluation Techniques for Classifiers in Data Starved Medical Applications by Wan D. Bae, Shayma Alkobaisi, Matthew Horak, Siddheshwari Bankar, Sartaj Bhuvaji, Sungroul Kim, Choon-Sik Park

“…With their ability to find solutions among complex relationships of variables, machine learning (ML) techniques are becoming more applicable to various fields, including health risk prediction. …”
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An experimental study on restoration technique for the Acropolis of Athens: developing the experimental set-up for pull-out testing of titanium bars embedded in marble blocks by Ioanna Dakanali, Aikaterini Marinelli

“…In this context, the Acoustic Emission tech­nique is employed in order to detect failure and damages at the interior of the complex. …”
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Surfactant-mediated transport behavior of zinc oxide nanoparticles in porous media by Yujue Wang, Zhou Cheng, Ming Wu, Yanru Hao

“…Nanomaterials and surfactants are widely detected in soil-groundwater environments, while the surfactant-mediated transport behavior of nanoparticles has not been sufficiently investigated. …”
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Wind Turbine Static Errors Related to Yaw, Pitch or Anemometer Apparatus: Guidelines for the Diagnosis and Related Performance Assessment by Davide Astolfi, Silvia Iuliano, Antony Vasile, Marco Pasetti, Salvatore Dello Iacono, Alfredo Vaccaro

“…The optimization of the efficiency of wind turbine systems is a fundamental task, from the perspective of a growing share of electricity produced from wind. …”
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Targeting atrial fibrillation in HFpEF: the emerging role of pulsed field ablation by A. S. Parwani, A. S. Parwani, A. S. Parwani, B. Kossmann, B. Kossmann, V. Schweiger, V. Schweiger, V. Schweiger

“…As PFA gains traction for its procedural efficiency and favorable safety profile, its role in managing AF in HFpEF may expand. …”
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Investigating the influence of soil organic carbon on pore structure within aggregates by Jingjing Liu, Yu Tian, Chiara Pasut, Mark Farrell, Shenggao Lu

“…The results revealed that the hydrogen peroxide treatment variably reduced organic carbon in soil aggregates, with Cambisol samples showing a higher removal efficiency (38.58–63.31%) compared to Ultisol samples (27.33–45.74%). …”
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AI and Interventional Radiology: A Narrative Review of Reviews on Opportunities, Challenges, and Future Directions by Andrea Lastrucci, Nicola Iosca, Yannick Wandael, Angelo Barra, Graziano Lepri, Nevio Forini, Renzo Ricci, Vittorio Miele, Daniele Giansanti

“…In total, 27 review studies were selected through the systematic process. Based on the overview, the integration of artificial intelligence (AI) in interventional radiology (IR) presents significant opportunities to enhance precision, efficiency, and personalization of procedures. …”
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Analisis penerapan artificial intellegence (AI) pada manajemen risiko rantai pasok by Ulfah Amirah Khairi, Nurbaiti Nurbaiti, Budi Dharma

“…This study implies that AI matters to improving efficiency and effectiveness in supply chain management. …”
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DIFFERENTIATED APPROACH TO THE PRESERVATION OF THE ROOTS OF TEETH AND THEIR USE IN DENTAL PROSTHETICS by S.V. Irkha

“…Therefore, to be considered appropriate for further clinical and laboratory research to develop sustainable ways to prepare the roots of teeth to orthopedic treatment and improvement known to improve the efficiency of orthopedic treatment of patients with complete or partial defect coronal tooth. …”
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Machine Learning Methods of Providing Informational Management Support for Students’ Professional Development by I. G. Zakharova

“…It was shown how this differentiation, based on the complex of previously selected dynamic indicators characterising the changes of professional vocabulary, expands the possibilities for diagnostics and forecasting of professional growth of students. …”
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Multiple objectives escaping bird search optimization and its application in stock market prediction based on transformer model by Dedai Wei, Zimo Wang, Minyu Qiu, Juntao Yu, Jiaquan Yu, Yurun Jin, Xinye Sha, Kaichen Ouyang

“…To address this issue, this paper proposes an innovative multi-objective optimization algorithm—the Multi-Objective Escape Bird Algorithm (MOEBS)—and introduces the MOEBS-Transformer architecture to enhance the efficiency and effectiveness of hyper-parameter optimization for Transformer models. …”
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Breaking barriers: targeted delivery of resveratrol in lung cancer using folate-integrated and pH-responsive hybrid nanocarriers by Sanjoy Das, Malay K. Das, Taison Jamatia, Nayan Ranjan Ghose Bishwas, Dhritiman Roy, Emdormi Rymbai

“…Abstract Background Targeting lung cancer while sparing healthy cells is the cornerstone of chemotherapy; however, bioavailability issues and complex biological barriers prevent their accumulation in the tumor sites. …”
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Multidisciplinary DRG management for rational medication in obstetrics: a cost analysis in Zhejiang Province by Qiqin Zhang, Geer Zhang, Shuangneng Yang, Meng Zhang, Shujuan Shu, Mengdan Zhao

“…Conclusions The research findings show that early pharmacist involvement in the multidisciplinary team management has positively impacted hospital functioning, including quality, efficiency, and costs. It identifies pharmaceutical costs as the main adjustable expenditure in OZ13 disease group and highlights the necessity of differentiated management for complex cases.…”
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Network characteristics of comorbid symptoms in alcohol use disorder by Xin Yu, Wen Zhang, Can Wang, Guolin Mi, Xiuzhe Chen, Yanhu Wang, Xu Chen

“…This study aims to analyze comorbidities and their complex relationships in AUD patients through epidemiological surveys and network analysis.Materials and methods Using multi-stage stratified cluster random sampling, we selected 27,913 individuals and identified those with AUD for the study. …”
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GaitCSF: Multi-Modal Gait Recognition Network Based on Channel Shuffle Regulation and Spatial-Frequency Joint Learning by Siwei Wei, Xiangyuan Xu, Dewen Liu, Chunzhi Wang, Lingyu Yan, Wangyu Wu

“…However, existing gait recognition methods predominantly rely on single-modal data, which demonstrates insufficient feature expression capabilities when confronted with complex factors in real-world environments, including viewpoint variations, clothing differences, occlusion problems, and illumination changes. …”
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Development of a core outcome set for pharmacological interventions in osteoporosis among patients with diabetes mellitus: an international consensus study protocol by Chao Wei, Chao Wei, Xiaobin Wang, Zubing Mei, Zubing Mei, Jing Li

“…Patients with DM are at increased risk of developing osteoporosis due to complex pathophysiological interactions between glucose metabolism and bone health. …”
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Overexpression of miRNA29a gene inhibits proliferation and promotes apoptosis of jejunal epithelial cells in yak by Jianlei Jia, Erwei Zuo, Ning Li, Siyuan Kong, Pengjia Bao, Qian Chen, Ping Yan

“…Interestingly, GPR41, as a bridge protein, was contacted two predominant themes to involved in Pamir Yaks jejunal mechanical barrier PPI network, and the target proteins displayed strong mutual interactions in the complex PPI network. Overall, our study suggested that the over-expression miR-29a inhibited the jejunal epithelial cells proliferation and the expressions of specific proteins, which damaged jejunal barrier function to slow down the intestine structure and function advanced mature development during young livestock period for influence the enhanced performance of production efficiency.…”
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The large language model diagnoses tuberculous pleural effusion in pleural effusion patients through clinical feature landscapes by Chaoling Wu, Wanyi Liu, Pengfei Mei, Yunyun Liu, Jian Cai, Lu Liu, Juan Wang, Xuefeng Ling, Mingxue Wang, Yuanyuan Cheng, Manbi He, Qin He, Qi He, Xiaoliang Yuan, Jianlin Tong

“…By highlighting the advantages of LLMs in handling complex clinical data, identifying interrelationships between features, and improving diagnostic accuracy, this study seeks to provide a more efficient and precise solution for the early diagnosis of TPE. …”
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Mythology Study and Comparison for Quadratic DC-DC Step-up Converters by ZAHRAA TALIB

“…Alongside the primary aims of its use, the researcher must address the practical aspects of the suggested approach, including duty cycle operational range, output voltage fluctuations, reduction of component consumption, cost, and complexity. This article examines and compares quadratic step-up converter topologies from recent years, highlighting researchers' endeavours to attain high voltage transfer gain, regulated output, and efficiency. …”
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MLinvitroTox reloaded for high-throughput hazard-based prioritization of high-resolution mass spectrometry data by Katarzyna Arturi, Eliza J. Harris, Lilian Gasser, Beate I. Escher, Georg Braun, Robin Bosshard, Juliane Hollender

“…Abstract MLinvitroTox is an automated Python pipeline developed for high-throughput hazard-driven prioritization of toxicologically relevant signals detected in complex environmental samples through high-resolution tandem mass spectrometry (HRMS/MS). …”
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