Natural language processing in Alzheimer's disease research: Systematic review of methods, data, and efficacy by Arezo Shakeri, Mina Farmanbar

“…Abstract INTRODUCTION Alzheimer's disease (AD) prevalence is increasing, with no current cure. Natural language processing (NLP) offers the potential for non‐invasive diagnostics, social burden assessment, and research advancements in AD. …”
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TEACHER EDUCATION AND FEATURES OF THE CONTEMPORARY EDUCATIONAL CONTEXT by Irina G. Zakharova

“…The main methods of the study were the analysis of scientific publications and regulatory documents, observations, interviews, surveys and questionnaires of students, the data processing, interpretation and analysis.Results. …”
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Building Diagnostics Options for Existing Buildings – Innovative Methods by Zsolt Szurös, Rita Rebeka Ordog, Kitti Ajtayné Károlyfi, Dóra Szalai, Ádám Bukovics

“…In the first phase of the paper, the currently used point cloud generation technologies (e.g.: laser scanning, photogrammetry, light detection and ranging (LiDAR)) will be presented with their advantages and disadvantages. …”
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Patients’ and psychiatrists’ perspectives on clozapine treatment—a scoping review protocol by Jimmi Nielsen, Erik Simonsen, Ole Jakob Storebø, Michelle Iris Jakobsen, Stephen Fitzgerald Austin

“…A scoping review is warranted in order to map and synthesise primary literature on patients’ and psychiatrists’ perspectives on clozapine treatment, and to identify gaps for future research.Methods and analysis The electronic databases Cochrane Library, CINAHL, Web of Science, Psychinfo, MEDLINE and EMBASE will be searched for relevant publications, supplied with searches of Google scholar, The Networked Digital Library of Theses and Dissertations and OpenGrey. …”
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Pluralistic Ignorance and Non-Use of Modern Contraceptives in Southwestern Nigeria: A Qualitative Study Using the Social Norms Theory by Olutomiwa Binuyo

“…Background: The 2018 National Demographic Health Survey (NDHS) revealed that out of the current non-users of contraceptives amongst married women, only 38% of them made their own decision to abstain. …”
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Post-Millennium Nobel Literature Prizes in the Context of Global Literary Trends by Fethi Demir, Nahide Ece Süslü

“…In fact, the Nobel Prizes awarded for literature in the 2000s are increasingly determined by the rules of Weltliteratur, offering opportunities for diverse artists and works to be articulated into international literary networks. This study performed a descriptive analysis of the reasons, genders, countries, languages, genres, and content-related attributes of the artists awarded with the Nobel Prize for literature in the period spanning 2000– 2020. …”
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Trends and Models of e-Commerce Development in the Digital Economy by Kasych Alla O.

“…To achieve this goal, the methods of analysis and synthesis, comparison, expert surveys, statistical analysis, structural and logical generalization were used. …”
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Machine learning models in enhancing prediction of health-related indices among older adults: A scoping review by Raoof Nopour

“…Artificial neural networks obtained highly predictive insights into the quality of life. …”
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Harnessing defective interfering particles and lipid nanoparticles for effective delivery of an anti-dengue virus RNA therapy by Min-Hsuan Lin, Pramila Maniam, Dongsheng Li, Bing Tang, Cameron R. Bishop, Andreas Suhrbier, Lucy Wales- Earl, Yaman Tayyar, Nigel A.J. McMillan, Li Li, David Harrich

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<i>Heortia vitessoides</i> Infests <i>Aquilaria sinensis</i>: A Systematic Review of Climate Drivers, Management Strategies, and Molecular Mechanisms by Zongyu Yin, Yingying Chen, Huanrong Xue, Xiaofei Li, Baocai Li, Jiaming Liang, Yongjin Zhu, Keyu Long, Jinming Yang, Jiao Pang, Kaixiang Li, Shaoming Ye

“…Finally, we propose future research directions: deep integration of gene editing to validate key targets, multi-omics analysis to decipher the host–pest–natural enemy interaction network, and development of climate–gene–population dynamics models. …”
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Characterization of private mutations in the spike protein of SARS-CoV-2 correlates with viral prevalence by Shuo Wang, Ziyang Hao, Yuhan Ding, Heng Rong, Shuo Ning, Qiao Qiao, Xiaojuan Zhu, Tao Wu, Kangchen Zhao, Liguo Zhu, Jingxin Li, Yiyue Ge, Lunbiao Cui

“…Methods Genomic information from the SARS-CoV-2 network surveillance laboratories in Jiangsu Province in 2023 was collected. …”
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Cross-Sectional Study to Estimate the Prevalence of Familial Hypercholesterolemia in Selected Regions of the Russian Federation: Relevance, Design of the Study and Initial Characte... by A. N. Meshkov, A. I. Ershova, S. A. Shalnova, A. S. Alieva, S. S. Bazhan, O. L. Barbarash, D. Y. Bogdanov, I. A. Viktorova, Yu. I. Grinshtein, D. V. Duplyakov, O. N. Kalachikova, A. V. Kontsevaya, R. A. Libis, I. V. Medvedeva, V. A. Nevzorova, N. N. Prishchepa, O. P. Rotar, V. N. Serebryakova, I. A. Trubacheva, T. M. Chernykh, E. A. Shutemova, O. M. Drapkina, S. A. Boytsov

“…The diagnosis of FH is based on Dutch Lipid Clinical Network Criteria (DLCN). Besides, all participants in the study are tested for compliance with the diagnosis of FH according to Simon Broome criteria. …”
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Functional Improvement Trajectories After Surgery (FIT After Surgery) study: protocol for a multicentre prospective cohort study to evaluate significant new disability after major... by E Jacobsohn, Duminda N Wijeysundera, Gerald Lebovic, M Davis, Martine T E Puts, Shabbir M H Alibhai, Karim S Ladha, C Wong, Daniel I McIsaac, C Hanley, T Barnes, G Lorello, N Siddiqui, P Serrano, Tyler R Chesney, S Choi, J Van Vlymen, D Sussman, D Macdonald, P Jüni, Emily Hladkowicz, C David Mazer, M Bosch, CD Mazer, A Jerath, J Pazmino-Canizares, E Kennedy, R Spence, V Lyon, Alice C Wei, Julian F Daza, Sahar Ehtesham, Janet M van Vlymen, DN Wijeysundera, KS Ladha, JF Daza, G Mattina, E Hladkowicz, M Tessier, S Ehtesham, S Nnorom, SMH Alibhai, M Puts, G Lebovic, TR Chesney, AC Wei, S Drozdz, M Louridas, RH Breau, M Lalu, S Abdellatif, S Gagne, E Duceppe, K Zarnke, D Dumerton, M Karizhenskaia, H El Beheiry, F Bonazza, A Zahavich, M Thorleifson, S L Russell, H Bagry, SY MacDonell, J Dale-Gandar, L Kaustov, A Fleet, E Al Azazi, M Parotto, S A McCluskey, H Poonawala, D Dillane, Di McIsaac, S Avramescu, S Shabeen

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Energy management system for PV-based distributed generators in AC microgrids using an adapted JAYA optimizer to minimize operational costs, energy losses, and CO2 emissions by Nicolás Ignacio Labra-Cáceres, Luis Fernando Grisales-Noreña, Rubén Iván Bolaños, Jhony Andrés Guzmán-Henao, Oscar Danilo Montoya

“…Additionally, energy losses, nodal voltage and line current constraints, and generator capacity limits further complicate the efficient planning of these networks. …”
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Development and validation of a multiple myeloma diagnostic model based on systemic lupus erythematosus-associated genes and identification of specific genes by Yuepei Liu, Songshan Liu

“…Abstract Background Monoclonal immunoglobulins are commonly found in multiple myeloma (MM), a prevalent hematologic malignancy that is currently incurable. In recent years, the association between systemic lupus erythematosus (SLE), an autoimmune disease, and MM has garnered increasing attention. …”
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“I’d keep going until somebody said no and nobody ever said no”: exploring identity-strengths amongst medical students from widening participation backgrounds by Kathrine Gibson Smith, Jennifer A. Cleland, Kim Walker, Colin Lumsden, Anita Laidlaw

“…Data were coded inductively and in accordance with thematic analysis.ResultsFive main themes were constructed from the analysis. …”
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Differential expression of microRNAs and their target genes in cervical intraepithelial neoplasias of varying severity by T. A. Dimitriadi, D. V. Burtsev, E. A. Dzhenkova, D. S. Kutilin

“…Search for target genes was performed using the TarPmiR algorithm and the overrepresentation of microRNAs in signaling pathways (Over-Representation Analysis) was analyzed. To identify genes associated with target genes in common signaling pathways, GIANT (Genome-scale Integrated Analysis of gene Networks in Tissues) and network integration with several associations algorithms were used. …”
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Challenge of the performance management of trust control systems with deep learning by A. A. Zelensky, T. K. Abdullin, M. M. Zhdanova, V. V. Voronin, A. A. Gribkov

“…The current level of technology does not provide information security and reliability of neural networks. …”
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Experiences of ‘traditional’ and ‘one-stop’ MRI-based prostate cancer diagnostic pathways in England: a qualitative study with patients and GPs by Fiona M Walter, Stephanie Archer, Willie Hamilton, Samuel William David Merriel, John McGrath, Alice S Forster, Hashim Uddin Ahmed, David Eldred-Evans

“…Objectives This study aimed to understand and explore patient and general practitioner (GP) experiences of ‘traditional’ and ‘one-stop’ prostate cancer diagnostic pathways in England.Design Qualitative study using semi-structured interviews, analysed using inductive thematic analysisSetting Patients were recruited from National Health Service (NHS) Trusts in London and in Devon; GPs were recruited via National Institute for Health Research (NIHR) Clinical Research Networks. …”
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The integration of artificial intelligence in assisted reproduction: a comprehensive review by Pragati Kakkar, Shruti Gupta, Kasmiria Ioanna Paschopoulou, Ilias Paschopoulos, Ioannis Paschopoulos, Vassiliki Siafaka, Orestis Tsonis

“…AI's capacity for precise image-based analysis, leveraging convolutional neural networks, stands out as a promising avenue. …”
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