Text Classification: How Machine Learning Is Revolutionizing Text Categorization by Hesham Allam, Lisa Makubvure, Benjamin Gyamfi, Kwadwo Nyarko Graham, Kehinde Akinwolere

“…It delves into various TC tasks and contrasts machine learning methodologies with knowledge engineering approaches, demonstrating the strengths and flexibility of data-driven techniques. Key applications of TC are explored, alongside an analysis of critical machine learning methods, including document representation techniques and dimensionality reduction strategies. …”
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Designing a Sustainable Supply Chain Network for Perishable Products Integrating Internet of Things and Mixed Fleets by Lihong Pan, Xialian Li, Miyuan Shan

“…A case study based on real-world data demonstrates the model’s effectiveness. Sensitivity analysis indicates that balancing the emphasis on quality and delivery reliability leads to improved cost and service performance. …”
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Mindfulness-based interventions: what more can the West learn from Buddhism? A fieldwork study by Andrew Boxer, Frances Shawyer, Ian Coghlan, Debbie Ling, Graham Meadows

“…The aim of this study is to identify possible areas for further integration of Buddhist approaches into current mindfulness-based interventions (MBIs) from the perspective of individuals from a range of geographical areas who have had exposure to mindfulness and traditional Buddhism.MethodsParticipants were attendees of a 30-day Lam Rim meditation retreat. Data collection involved an online survey (n = 42) and subsequent follow-up semi-structured interviews (n = 11). …”
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Hypoxia-related signatures predicts survival, immunosuppression and PARP inhibitor resistance in HCC by Min Su, Haibo Duan, Yu Gu, Jianfu Zhao

“…Methods Through differential gene expression analysis of HCC cells under controlled oxygen conditions (GSE185969) and integration with TCGA-LIHC data, we identified and validated a highly specific 29-gene hypoxia signature. …”
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Exploring the Link between Entrepreneurial Leadership and Innovation Success: Evidence from Small and Medium Enterprises by Viajeng Purnama Putri, Iqbal Ramadhani Fuadiputra, M Abdi Dzil Ikhram W

“…Design/Methods/Approach: Data were gathered from 105 SME employees through purposive sampling and analyzed using the Structural Equation Model (SEM) with Partial Least Squares (PLS). …”
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ADVERSE EFFECTS OF LONG-TERM CORTICOSTEROID THERAPY OF NEPHROTIC SYNDROME IN CHILDREN by T. L. Nastausheva, O. A. Zhdanova, G. A. Batishcheva, T. G. Zvyagina

“…Background: Long-term corticosteroid therapy in children leads to plenty of adverse effects with negative influence on health. Objective: analysis of adverse effects of corticosteroids in children with steroid-sensitive  nephrotic syndrome and development of recommendations of their early detection.Methods: A retrospective study is conducted on children with this syndrome aged 3–18 who applied to Voronezh Regional Children’s Clinical Hospital № 1 in 2011–2014.  …”
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Smoked tobacco dependence and its correlates among participants attending life skills training and counselling services programme across Karnataka (2017–2022) by Sonia Therat, Pradeep S. Banandur, Gautham M. Sukumar, Anusha B. Shenoy, Banavaram A. Arvind, Srividya Rudrapattana Nagaraja, Veeksha Rai, Upashana Medhi, Azad Devyani

“…Materials and Methods: Pretraining data of 3104 participants from training programmes between 2017 and 2022 were utilised. …”
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Impact of maternal age on birth weight-related adverse outcomes in newborns: a retrospective study in south-central China by Zhi Huang, Yan Zhang, Jinlian Wang, Xia Tan, Aiping Zhang

“…Methods 15,923 delivery data from 2018 to 2021 for pregnant women from the Changsha Maternal and Child Health Care Hospital were reviewed by a retrospective study. …”
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Estimating the budget impact of innovative pharmacological treatments for patients with type 2 diabetes mellitus in Italy: the case of liraglutide (GLP-1). by Stefano Capri, Marco Barbieri

“…The analysis was conducted in a 3-year time horizon considering year 2013 as baseline. …”
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Non-Conservative Therapy in the Prevention of Subepithelial Fibroplasia after LASEK Hypermetropia Correction by S. A. Korotkikh, A. E. Bogachev, A. S. Shamkin

“…In addition, a questionnaire was  conducted on a modified OSDI questionnaire; there a section  characterizing the quality of vision (section B) was removed.Results. The analysis of the obtained data showed that in the study group there was less pronounced “dry eye” syndrome at 3,6,12  months after the operation. …”
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Microelement composition of oral fluid in patients with chronic cerebral ischemia by A. V. Mitronin, M. Yu. Maksimova, D. A. Ostanina, O. A. Antonova

“…To study the microelement composition of the oral fluid of patients with chronic cerebral ischemia and compare the obtained data with clinical parameters.  Materials and methods. …”
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Melting in Shell-and-Tube and Shell-and-Coil Thermal Energy Storage: Analytical Correlation for Melting Fraction by Michał Rogowski, Maciej Fabrykiewicz, Rafał Andrzejczyk

“…The liquid fraction was estimated using two approaches: image-based analysis and the volume-averaged temperature method. …”
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Quantum dot nanotechnology: Advancing target drug delivery in Oncology by Pratiksha S. Hanmante, Radheshyam T. Lohiya, Aaditi G. Wankhede, Diksha S. Undirwade, Swati N. Lade, Sushil S. Burle, Milind J. Umekar

“…We evaluate the translational potential of QD-based platforms by critically analyzing preclinical models and new clinical data, highlighting important factors, including imaging resolution, pharmacokinetics, and biocompatibility. …”
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Quality of healthcare for people with intellectual disability: a mapping review protocol of the evidence in Australia and countries with similar universal health systems by Mary-Ann O’Donovan, Josephine Wyborn, Gisselle Gallego

“…Systematic searches of scientific databases and grey literature sources will be undertaken based on a search strategy developed in collaboration with academic librarians. …”
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Influence of Fear of Missing Out (FoMO) on the academic career choices of dental students in Türkiye by Hatice Aydogdu, Pınar Demir, Feyza İnceoğlu

“…Mean FoMO scores were compared based on students’ career planning preferences. Data normality was assessed using the Kolmogorov–Smirnov test, and parametric statistical methods, including analysis of variance (ANOVA), were subsequently applied. …”
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ENDOTHELIAL DYSFUNCTION AND “OXIDATIVE STRESS” BY THE NONNSTABLE COURSE OF ISCHEMIC HEART DISEASE by A. E. Kratnov, A. G. Borodin, A. A. Kratnov, E. S. Uglov, O. V. Shilova

“…According to regression analysis data, the levels of vWF antigen and C3R–induced activation free oxygen radicals in neutrophils are the indices that were most closely connected to ischemic heart failure disease within a year of observation. …”
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Practical insights for enhancing primary care rehabilitation services in low-resource contexts by Maria Y. Charumbira, Karina Berner, Quinette A. Louw

“…Semi-structured interviews were conducted with 37 PCPs and 40 patients. Thematic analysis of transcribed and translated data was done in ATLAS.ti version 22.2.4. …”
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“It is just that we are alive but we are suffering”: experience of food insecurity among elderly in Morogoro, Tanzania—a qualitative study by Upendo Kilume, Pankras Luoga, Elia Nyangi, Tumaini Nyamuhanga

“…A total of 25 elderly and 3 district officials were involved in in-depth interviews, and another 25 elderly people were involved in focused group discussions. A thematic analysis adopting both inductive and deductive approaches was used to analyse the collected data and findings are presented in forms of themes and subthemes. …”
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Effect of soil warming on growth and physiology of aspen seedlings from Alberta, Canada by Stephanie B. Rudnew, Esteban Galeano, Barb R. Thomas

“…We correlated growth traits with climatic data from each region and analyzed the effect of soil warming on the gas exchange of seedlings from Camrose. …”
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The Relationship Between Social Participation and Cognitive Function in Older Adults: The Mediating Role of Activities of Daily Living by Chong Zhang, Juan Xiong, Wenqi Luo, Lin Sun

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