Accuracy assessment of digital impressions with varied scanning paths in partially edentulous ridges with mobile abutment teeth: An in vitro comparative study. by Samar S Alaghbari, Esraa A M Saeed, Lu Zhen, Mohammed M Al Moaleem, Hongjie Chen, Bayan M Gashan, Shaojie Dong, Lin Niu, Bo Hu

“…The abutment teeth in these models were subjected to various mobility grades, according to the Miller classification. Reference data was generated by scanning the test models using an extra-oral laboratory scanner. …”
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FACTORS OF VENTURE CAPITAL INVESTMENT ACTIVATION by Hanna Telnova, Maryna Petchenko, Serhii Tkachenko, Tamara Gurzhiy, Serhii Pyrohov

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Visual automatic detection method for hydraulic support loss state at the working face by TENG Daiyu, NAN Bingfei

“…This feature information was then mapped to a classification space to derive the probability distribution of different hydraulic support states. …”
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A comprehensive diagnostic framework for hepatitis C using structured data and predictive analytics by Behnaz Motamedi, Balázs Villányi

“…Although ML presents opportunities for stage prediction, issues such as class imbalance, missing data, and feature redundancy limit model efficacy and generalizability. …”
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Role of pre-existing adversity and child maltreatment on mental health outcomes for children involved in child protection: population-based data linkage study by Miriam Jennifer Maclean, Scott Anthony Sims, Melissa O'Donnell

“…Adversities in childhood along with genetic or environmental vulnerabilities resulting from maternal mental health issues also contribute to young people’s mental health outcomes, suggesting a role for broader social supports and early intervention services in addition to targeted mental health programmes.…”
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Methods of creating a multimedia online gallery by Є.М. Грабовський

“…Emphasis is placed on the issues of search engine optimization of the gallery site in order to increase indexing in the relevant systems. …”
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RoadDiffBox: Automatic Road Distress Diagnosis through Controlled Image Generation and Semi-Supervised Learning by Yuanyuan Hu, Ning Chen, Hancheng Zhang, Yue Hou, Pengfei Liu

“…Performance evaluations demonstrate RoadDiffBox’s effectiveness, with classification models achieving an F1-score of 0.95 and detection models reaching a mean average precision (mAP@50) of 0.95 and an F1-score of 0.91 in controlled settings, while maintaining robust performance (an F1-score of 0.86 and a mAP@50 of 0.91) during on-site testing in real-world conditions. …”
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METHODOLOGY FOR ACCOUNTING THE INFLUENCE OF METEOROLOGICAL FACTORS ON THE EFFICIENCY OF APPLICATION OF UNMANNED AERIAL VEHICLES ON THE BASIS OF SYSTEM ANALYSIS by I. E. Kuznetsov, A. V. Melnikov, E. A. Rogozin, O. V. Strashko

“…A classification of destabilising influences (DI) affecting the performance of a UAV flight mission is developed and presented. …”
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Federated Learning Based on an Internet of Medical Things Framework for a Secure Brain Tumor Diagnostic System: A Capsule Networks Application by Roman Rodriguez-Aguilar, Jose-Antonio Marmolejo-Saucedo, Utku Köse

“…However, challenges related to performance and data privacy often arise when using medical data from patients and healthcare institutions. To address these issues, new approaches have emerged, such as federated learning. …”
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Investigation of criminal offences against property: typical investigative situations and problems of applying specialised knowledge by R. L. Stepaniuk, V. O. Husieva

“…It has been identified the problematic issues arising in the course of their appointment, and recommendations have been formulated to eliminate the latter and improve the efficiency of implementation of this procedural form of use of special knowledge.…”
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Culpa in Contrahendo: A Testimony to the Changing Methodologies in Private International Law by Maria-Anna Zachariasiewicz, Maciej Zachariasiewicz

“…Furthermore, the legal nature of culpa in contrahendo has long been the subject of debate, with some legal systems favouring its classification as a contractual matter and others as a delict. …”
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The influence of age, gender and pharmacogenetic profiles on the perspective on medicines in the German EMPAR study. by Veronica Atemnkeng Ntam, Tatjana Huebner, Michael Steffens, Christoph Roethlein, Britta Haenisch, Julia Stingl, Roland Linder, Catharina Scholl

“…<h4>Results</h4>Overuse, PSM and Benefit scores were significantly higher among patients of the collective International Classification of Diseases and Health Related Disorders (ICD)-10 Y57.9! …”
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Hybrid AI and semiconductor approaches for power quality improvement by Ravikumar Chinthaginjala, Asadi Srinivasulu, Anupam Agrawal, Tae Hoon Kim, Sivarama Prasad Tera, Shafiq Ahmad

“…The study also highlighted the complications of handling imbalanced datasets, as indicated by classification warnings, emphasizing the importance of improved preprocessing and model adjustments for reliable predictions. …”
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CORPORATE MANAGEMENT IN NON-PUBLIC COMPANIES UNDER THE CHANGES IN THE CIVIL CODE OF THE RUSSIAN FEDERATION by B. Batayeva

“…According to the new classification, starting from September, 1, 2014, legal entities are divided, according to membership, into unitary and corporate ones. …”
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European integration and the prospects for the Baltic states by Egidijus Vareikis

“…Consequently, the author proceeds to the elucidation of the issues due to which the identification of the geopolitical status of the Baltic States becomes problematic. …”
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Latent autoimmune diabetes in adults: current data (review of literature and own data) by N.V. Pashkovska, I.O. Tsaryk

“…According to the modern classification, LADA belongs to the autoimmune subtype of T1DM. …”
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Spiritual formation of V.M. Florinsky during his studies at the Perm Theological Seminary by Nikolay A. Kachin, Natalya S. Kharina

“…The authors address the issues of V.M. Florinsky’s perception of his education and its significance for his subsequent scientific and social activities. …”
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Digital image representation by atomic functions: features for computer vision and machine learning by Viktor Makarichev, Vladimir Lukin, Sergii Kryvenko, Iryna Brysina

“…These representations must reduce data dimensionality without losing critical information required for classification, clustering, and other ML/CV tasks. In this study, we explore the discrete atomic transform (DAT), which is based on atomic functions, as a potential solution to this problem. …”
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Natural language processing to evaluate texting conversations between patients and healthcare providers during COVID-19 Home-Based Care in Rwanda at scale. by Richard T Lester, Matthew Manson, Muhammed Semakula, Hyeju Jang, Hassan Mugabo, Ali Magzari, Junhong Ma Blackmer, Fanan Fattah, Simon Pierre Niyonsenga, Edson Rwagasore, Charles Ruranga, Eric Remera, Jean Claude S Ngabonziza, Giuseppe Carenini, Sabin Nsanzimana

“…Multiple natural language processing (NLP) topic classification models were trained and compared using F1 scores. …”
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Disease burden of primary biliary cholangitis and associated pruritus based on a cross-sectional US claims analysis by Helen Smith, Usha Gungabissoon, Daniel C Gibbons, Gema Requena, Andrea Ribeiro de Souza

“…The PBC population was identified from the US IBM MarketScan Commercial Claims and Medicare Supplemental Database during 2016 using International Classification of Diseases 10th Revision, Clinical Modification codes (≥2 claims for PBC); the PBC-pruritus subpopulation additionally had ≥1 claim for pruritus during this period. …”
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