Explainable Predictive Model for Suicidal Ideation During COVID-19: Social Media Discourse Study by Salah Bouktif, Akib Mohi Ud Din Khanday, Ali Ouni

“…ObjectiveIn this study, our aim was to detect suicidal ideation by mining textual content extracted from social media by leveraging state-of-the-art natural language processing (NLP) techniques. …”
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ECG-LM: Understanding Electrocardiogram with a Large Language Model by Kai Yang, Massimo Hong, Jiahuan Zhang, Yizhen Luo, Suyuan Zhao, Ou Zhang, Xiaomao Yu, Jiawen Zhou, Liuqing Yang, Ping Zhang, Mu Qiao, Zaiqing Nie

“…The model employs a specialized ECG encoder that transforms raw ECG signals into a high-dimensional feature space, which is then aligned with the textual feature space derived from the large language model. …”
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AutoLDP: An accurate and efficient artificial intelligence-based tool for automatic labeling of digital pathology by Yingnan Zhao, Huifen Ye, Jing Yang, Su Yao, Maohua Lv, Zhihong Chen, Yunrui Ye, Qingru Hu, Cheng Lu, Zaiyi Liu, Ke Zhao, Zhihua Chen

“…Methods: We developed Auto LDP, a method for automatic labeling of digital pathology, which identifies textual information used for labeling slides. The method includes four steps: identifying text position using the CRAFT model, recognizing text content using the ParSeq model, identifying slice type using the ConvNext classifier, and combining relevant information to generate a new name. …”
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La segunda edición del "Compendio tratto delle Osservationi della lingua castigliana" by Carmen Castillo Peña

“…Los objetivos que se persiguen son los siguientes: analizar los rasgos más salientes de la serie textual, explicitar el tipo de enmiendas que Giuffredi realiza al texto del Compendio de 1569, proponer una clasificación de las apostillas, mostrar cómo la misma obra pierde en la segunda edición su finalidad declaradamente didáctica para adquirir otra de naturaleza metagramatical en la que el texto ­-el Compendio propiamente dicho- queda subordinado al epitexto -la discusión de cuestiones normativas sobre el español y el italiano– y, por último, reflexionar sobre la ubicación de Argisto Giuffredi en el seno del canon historiográfico del hispanismo italiano.…”
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Escala Diabetes-Prev: validación en medidas preventivas de diabetes tipo 2 en habitantes cajamarquinos, diseño de validación by Orlando Linares-Vásquez, Yonathan Yoel Díaz-Dávila, José Ander Asenjo-Alarcón

“…Conclusión: La escala Diabetes-Prev es un instrumento contextualizado a las 3 regiones geográficas del Perú, con comprensión textual y de contenido y de aplicación sencilla y breve para poblaciones diversificadas.…”
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Advertising in Lithuanian Periodicals in 1918-1940: Characteristics of its Quantitative and Qualitative Developement by Giedrė Polkaitė

“…Illustrated advertising became equal to textual one. The greatest change was the fact that people who published adverts mastered new technologies, which had an impact on the consumer. …”
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‘Gaedhilg Chúige Uladh a shábhailt’: An phleanáil teanga in An tUltach [‘Gaedhilg Chúige Uladh a shábhailt’: Language planning in An tUltach] by Duane Long

“…We also see, however, an eye towards acquisition planning with a teachers’ page (“Leathanach na Múinteoirí”) appearing frequently in the journal’s early years. In this article, textual analysis is used to delve into the mind of the editor and writers through an investigation of their written output. …”
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L’animal, l’humain et la sextualité fabuleuse: la chasse à la narration transculturelle et zoopoétique dans 'L’acrobatie aérienne de Confucius' de Dai Sijie by Shuangyi Li

“…This article demonstrates the transcultural textual performance in Dai’s exploration of sex and sexuality in both animals and humans, which also touches upon issues of race and species. …”
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Adult education and training for the development of problem-solving skills by I. A. Korshunov, S. V. Lubnikov, N. N. Shirkova

“…Currently, the presence of employees with developed basic skills of working with textual and numerical information can no longer explain how effectively a person functions in society and the professional sphere. …”
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Large Language Model Approach for Zero-Shot Information Extraction and Clustering of Japanese Radiology Reports: Algorithm Development and Validation by Yosuke Yamagishi, Yuta Nakamura, Shouhei Hanaoka, Osamu Abe

“…Natural language processing plays a crucial role in structuring free-form radiology reports, facilitating the interpretation of textual content, and enhancing data utility through clustering techniques. …”
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Automatic Recognition of Authors Identity in Persian based on Systemic Functional Grammar by Fatemeh Soltanzadeh, Azadeh Mirzaei, Mohammad Bahrani, Shahram Modarres Khiabani

“…The comment adjunct system provides a means for the writer to comment on the status of a message concerning the textual and interactive context of the discourse (Argamon et al., 2007). …”
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Designing a Multimodal and Culturally Relevant Alzheimer Disease and Related Dementia Generative Artificial Intelligence Tool for Black American Informal Caregivers: Cognitive Walk... by Cristina Bosco, Ege Otenen, John Osorio Torres, Vivian Nguyen, Darshil Chheda, Xinran Peng, Nenette M Jessup, Anna K Himes, Bianca Cureton, Yvonne Lu, Carl V Hill, Hugh C Hendrie, Priscilla A Barnes, Patrick C Shih

“…ObjectiveThe goal of this study is to test Lola, a multimodal mobile app, which, by relying on generative AI, facilitates access to ADRD-related health information by enabling speech and text as inputs and providing auditory, textual, and visual outputs. MethodsTo test our mobile app, we used the cognitive walk-through methodology, and we recruited 15 informal ADRD caregivers who were older than 50 years and part of the Black American community living within the region. …”
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Neural tube defects in a war-torn Tigray regional state of Ethiopia: a retrospective study of 54,626 deliveries by Birhane Alem Berihu, Afework Mulugeta, Tony Magana, Masresha Tessema, Tafere Gebreegziabher, Yibrah Berhe, Abadi Leul Welderufael, Hayelom Kebede Mekonen

“…The results were systematically presented in both textual, tabular, graph formats to facilitate understanding and interpretation. …”
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A Mindfulness-Based App Intervention for Pregnant Women: Qualitative Evaluation of a Prototype Using Multiple Case Studies by Silvia Rizzi, Maria Chiara Pavesi, Alessia Moser, Francesca Paolazzi, Michele Marchesoni, Stefania Poggianella, Erik Gadotti, Stefano Forti

“…Domain experts suggested incorporating auditory components alongside textual content or substituting text entirely with auditory or audiovisual formats. …”
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THE SOLANUM TUBEROSUM KNOWLEDGE BASE: THE SECTION ON MOLECULAR-GENETIC REGULATION OF METABOLIC PATHWAYS by T. V. Ivanisenko, O. V. Saik, P. S. Demenkov, V. K. Khlestkin, E. K. Khlestkina, N A. Kolchanov, V. А. Ivanisenko

“…Effective access to knowledge distributed over such a multitude of non-formalized natural language textual sources requires the use of special computer-assisted intelligent methods of data mining (text-mining). …”
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Proyecto poético y estructura interna del Cancionero de Juan del Encina (96JE): trayectoria literaria y mecenazgo cortesano by Marta Haro Cortés

“…Encina con su cancionero de autor pretende también ennoblecer su trayectoria literaria, ser reconocido como autor de prestigio por la elite intelectual, preservar la fiel difusión textual de sus obras y ascender en el escalafón social hasta el mecenazgo regio.…”
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Nóinui Jitóma y la enseñanza del "Fɨnórae", un canasto múrui-múina para la vida en el bosque by Selnich Vivas Hurtado

“…El abismo epistémico se evidencia en las formas occidentales de leer la poesía como un objeto puramente textual. Entre los múrui-múina la poesía, los onóra kɨrɨ́gaɨaɨ, canastos de conocimiento, se refiere menos a una actividad individual, por gusto, condena o pasatiempo, y más a un tejido de vidas, en el que el lenguaje guarda memoria ancestral de esas relaciones interespecies. …”
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The Interpretation is the Message. Komposition als angewandte Interpretation bei György Kurtág by Tom Rojo Poller

“…By employing three paradigms that have proven to be particularly influential in recent musicology ([inter-]textuality, mediality, performativity), the analysis aims at showing how the superposition of multiple perspectives can deepen the overall understanding of music.…”
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Estilos de encuadre en el discurso político español progresista: la oratoria de Pedro Sánchez y Yolanda Díaz by Beatriz Gallardo Paúls

“…Las estrategias de encuadre textual confirman la prioridad de los temas políticos y una presencia notable de esquemas argumentativos (en ocasiones falaces). …”
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MathVision: An Accessible Intelligent Agent for Visually Impaired People to Understand Mathematical Equations by Muhammad Awais Ahmad, Tauqir Ahmed, Muhammad Aslam, Amjad Rehman, Faten S. Alamri, Saeed Ali Bahaj, Tanzila Saba

“…Fine-tuning includes optimizing hyperparameters for the task, and evaluation metrics such as the BLEU score are used to assess the model’s performance in generating accurate and contextually relevant textual representations for the detected mathematical content. …”
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