Digital Integrated Interventions for Comorbid Depression and Substance Use Disorder: Narrative Review and Content Analysis by Geneva K Jonathan, Qiuzuo Guo, Heyli Arcese, A Eden Evins, Sabine Wilhelm

“…Internet-based interventions offered the widest range of treatment strategies (mean 11.7), while supportive text messaging used the fewest (mean 4.6). Common treatment strategies included self-monitoring (n=11, 79%), psychoeducation (n=10, 71%), and coping skills (n=9, 64%). …”
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Joint event extraction model based on dynamic attention matching and graph attention networks by Jiajun Cheng, Wenjie Liu, Zhifan Wang, Zhijie Ren, Xingwen Li

“…Specifically, the dynamic attention matching mechanism is employed to identify event nodes that contain text event structure features and to integrate event structure knowledge for constructing event pattern subgraph that correspond to the text, thereby resolving the problem of ambiguous and unknown trigger word classification. …”
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Alimentación S2: An App-Based Intervention to Promote Sustainable Healthy Diets by Ujué Fresán, Paquito Bernard, Sergi Fàbregues, Anna Boronat, Vera Araújo-Soares, Laura M. König, Guillaume Chevance

“…Background and objectives: Changing dietary patterns into sustainable healthy diets is urgent. …”
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Cutaneous adverse drug reactions and their impact on the quality of life of patients: a study at a tertiary care centre by Shivani, Rajesh Sinha, Amrendra Kumar Arya, Kranti Chandan Jaykar, U.K Pallavi

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Examining Emotional Reactions to the COVID-19 Crisis Through Twitter Data Analysis: A Comparative Study of Classification Techniques by Saira Yaqub, Muhammad Shoaib, Abdul Jaleel, Syed Khaldoon Khurshid, Shazia Arshad, Riaz Ahmad Ziar

“…We collected Twitter data about COVID-19 and isolation, preprocessed the text, and then classified the tweets into various emotion classes. …”
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Pacifier Use and Its Influence on Pediatric Malocclusion: A Scoping Review of Emerging Evidence and Developmental Impacts by Man Hung, Jacob Marx, Corban Ward, Connor Schwartz

“…<b>Methods</b>: A scoping review using PubMed, Scopus, Web of Science, and Dentistry and Oral Sciences Source was performed. Peer-reviewed, full-text articles published in English between 2014 and 2024 were screened by two independent reviewers using predefined criteria. …”
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Insights into the Rising Threat of Carbapenem-Resistant Enterobacterales and <i>Pseudomonas aeruginosa</i> Epidemic Infections in Eastern Europe: A Systematic Literature Review by Michal Piotrowski, Irina Alekseeva, Urs Arnet, Emre Yücel

“…The search strategy used a combination of free text and subject headings to gather pertinent literature regarding the incidence and treatment patterns of CRE and CRPA infections. …”
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Decoding tourist satisfaction for sustainable economic development: a multi-method configuration framework using online reviews by Yong Qin, Chaoguang Luo, Zeshui Xu, Xinxin Wang, Marinko Škare

“…Building on the three-factor theory, we create a framework utilizing text mining, affective distribution computing, and fuzzy-set qualitative comparative analysis (fsQCA) to identify patterns driving high TSA. …”
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Prevalence and healthcare burden of inappropriate antimicrobial treatment in patients at high risk of complications from acute respiratory infections: a scoping review by Cate Polacek, Tristan T. Timbrook, Tristan T. Timbrook, Chendi Cui, Zoe Heins, Ning A. Rosenthal

“…This scoping review described the prevalence of inappropriate antimicrobial use and its healthcare burden in this patient population.Materials and methodsWe queried Medline and CINAHL databases using keywords related to antimicrobials for ARIs in high-risk patients, and included United States studies reporting prescribing patterns, outcomes, adverse events, and costs.ResultsOur search yielded 3,383 studies after de-duplication, from which 482 were selected for full-text evaluation based on exclusion criteria, resulting in 32 papers analyzed that included relevant information on high-risk populations. …”
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EU water directives through a semiotic lens: framing quality, risk, and circularity by Cheryl Marie Cordeiro

“…This study applies a triadic semiotic framework of Greimassian semiotics, Social Semiotics, and Ecosemiotics, to analyze 11 foundational EU water directives. Using legal text analysis supported by AntConc software, the study deconstructs how regulatory language encodes categories, assigns agency, and positions ecological processes. …”
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The DynAIRx Project Protocol: Artificial Intelligence for dynamic prescribing optimisation and care integration in multimorbidity by Lauren E Walker, Aseel S Abuzour, Danushka Bollegala, Andrew Clegg, Mark Gabbay, Alan Griffiths, Cecil Kullu, Gary Leeming, Frances S Mair, Simon Maskell, Samuel Relton, Roy A Ruddle, Eduard Shantsila, Matthew Sperrin, Tjeerd Van Staa, Alan Woodall, Iain Buchan

“…Structured clinical data will be drawn from integrated care records (general practice, hospital, and social care) covering an ∼11m population supplemented with Natural Language Processing (NLP) of unstructured clinical text. AI systems will be trained to identify patterns of conditions, medications, tests, and clinical contacts preceding adverse events in order to identify individuals who might benefit most from an SMR. …”
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Using Eye Tracking to Assess Reading Performance in Patients with Glaucoma: A Within-Person Study by Nicholas D. Smith, Fiona C. Glen, Vera M. Mönter, David P. Crabb

“…This within-person study aimed to investigate reading duration and eye movements when reading short passages of text in a patient’s worse eye (most VF damage) when compared to their better eye (least VF damage). …”
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The Power of Words from the 2024 United States Presidential Debates: A Natural Language Processing Approach by Ana Lorena Jiménez-Preciado, José Álvarez-García, Salvador Cruz-Aké, Francisco Venegas-Martínez

“…This study analyzes the linguistic patterns and rhetorical strategies employed in the 2024 U.S. presidential debates from the exchanges between Donald Trump, Joe Biden, and Kamala Harris. …”
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Complex regional pain syndrome after distal radius fracture: A survey of current practices. by Alice Wei Ting Wang, Kelly A Lefaivre, Jeffrey Potter, Aresh Sepehri, Pierre Guy, Henry Broekhuyse, Darren M Roffey, David J Stockton

“…This survey of Orthopaedic Trauma Association (OTA) and Canadian Orthopaedic Association (COA) members was conducted with the primary aim of assessing practice patterns in distal radius fractures complicated with CRPS.…”
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Patrimônio digital e informação: política, cultura e diversidade<p>Digital heritage and information: politics, culture and diversity by Lídia Eugenia Cavalcanti

“…This document, widely disseminated on the Internet, has stimulated the different member countries and institutions in the establishment of politics, strategies, action, programs, patterns, directives and methodologies to ensure the preservation and access to the world memory and heritage in the virtual environment.…”
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PhishingGNN: Phishing Email Detection Using Graph Attention Networks and Transformer-Based Feature Extraction by Mejdl Safran, Abdulbaset Musleh

“…This study introduces PhishingGNN, a hybrid model that integrates DistilBERT for context-aware text analysis with Graph Attention Networks (GAT) to model email metadata and content as graph structures, detecting subtle phishing patterns overlooked by traditional methods. …”
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Government Policy Influence on Land Use and Land Cover Changes: A 30-Year Analysis by Jantira Rattanarat, Krisanadej Jaroensutasinee, Mullica Jaroensutasinee, Elena B. Sparrow

“…Doi: 10.28991/ESJ-2024-08-05-06 Full Text: PDF…”
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Health promotion intervention delivered by trained community health workers (CHWs) for obesity prevention and control among adult people: a scoping review protocol by Yogi Fitriadi, Wahyu Danawati, Adi Heru Sutomo

“…Afterwards, the title, abstract and full text were screened independently by two researchers in accordance with the inclusion and exclusion criteria. …”
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Evolution of the cluster development concept: from agglomeration theory to ecosystems by L. A. Gamidullaeva, E. P. Strakhov

“…A qualitative content analysis of the content of text arrays, followed by a meaningful interpretation of the identified patterns, made it possible to group the main directions of scientific thought in this area and identify promising areas for the further research. …”
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Cultural Categorization in Epigraphic Heritage Digitization by Hamest Tamrazyan, Gayane Hovhannisyan

“…FAIR Ontology and EAGLE vocabularies prioritize standardization and interoperability, introducing text mining, GIS mapping, and digital visualization to trace patterns across the vast body of texts from different historical periods. …”
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