PretoxTM: a text mining system for extracting treatment-related findings from preclinical toxicology reports by Javier Corvi, Nicolás Díaz-Roussel, José M. Fernández, Francesco Ronzano, Emilio Centeno, Pablo Accuosto, Celine Ibrahim, Shoji Asakura, Frank Bringezu, Mirjam Fröhlicher, Annika Kreuchwig, Yoko Nogami, Jeong Rih, Raul Rodriguez-Esteban, Nicolas Sajot, Joerg Wichard, Heng-Yi Michael Wu, Philip Drew, Thomas Steger-Hartmann, Alfonso Valencia, Laura I. Furlong, Salvador Capella-Gutierrez

“…Despite the potential of this knowledge, the fact that most of this relevant information is only available as unstructured text with variable degrees of digitisation has hampered its systematic access, use and exploitation. …”
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Natural Language Processing and Machine Learning Techniques for Analyzing Conversations About Nutritional Yeasts in the United States and France: Retrospective Social Media Listeni... by Jean-François Jeanne, Joelle Malaab, Antoine Vanhove, Florian Mourey, Manissa Talmatkadi, Stéphane Schück

“…Data cleaning and filtering were done using natural language processing methods and specific algorithms. Biterm topic modeling was applied to identify the most frequently discussed topics. …”
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Different responses of canopy and shrub leaves to canopy nitrogen and water addition in warm temperate forest by Mengke Li, Mengke Li, Mengke Li, Mengke Li, Ruomin Sun, Ruomin Sun, Ruomin Sun, Ruomin Sun, Yaqi He, Yaqi He, Yaqi He, Yaqi He, Tenglong Zhou, Tenglong Zhou, Tenglong Zhou, Tenglong Zhou, Jianing Mao, Jianing Mao, Jianing Mao, Jianing Mao, Wen Li, Wen Li, Wen Li, Wen Li, Chang Liu, Chang Liu, Chang Liu, Chang Liu, Lei Ma, Lei Ma, Lei Ma, Lei Ma, Shenglei Fu, Shenglei Fu, Shenglei Fu, Shenglei Fu

“…Among the identified metabolic pathways, four were annotated multiple times, with amino acid metabolism being the most active.DiscussionThese regulatory processes enable the leaves to withstand external disturbances and maintain their relative stability under changing environmental conditions. …”
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Relationships between method used for bedding processing and presence of mastitis and nonmastitis pathogens in ready-to-use recycled manure solids bedding on Midwest dairy farms by F. Peña-Mosca, S. Godden, E. Royster, D. Albrecht, S.J. Wells, B.A.C. Crooker, N. Aulik

“…The DIG+SEC systems showed the greatest reduction in mastitis pathogen counts, and MAP and SAL were not detected in RTU RMS. Our results suggest that combining DIG with a secondary processing method (e.g., COM, DRY, or IR) most effectively reduces mastitis and nonmastitis pathogens in RMS bedding.…”
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Comparison on the application of the software for image-free control UAV data processing of digital landslide: A case study of Huangtupo landslide in the Three Gorges Reservoir are... by Yujian HE, Jie DOU, Xiekang WANG, Yonghu FU, Hao MA, Heng WANG

“…In recent years, image-free unmanned aerial vehicle (UAV) aerial survey technology has been increasingly employed in digital landslide analysis due to its advantages of high processing efficiency and production of high-quality maps. …”
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A State-of-the-Art Review on Micro-Machining of Nitinol Shape Memory Alloys and Optimization of Process Variables Considering the Future Trends of Research by Souradeep Dutta, Deba Kumar Sarma, Jay Vora, Rakesh Chaudhari, Abhijit Bhowmik, Priyaranjan Samal, Sakshum Khanna

“…This paper summarizes all of the conventional and non-conventional micro-machining processes employed to machine NiTi SMAs. In this review process, the surface integrity, dimensional accuracy of the machined surface, cutting force and tool wear analysis during conventional and non-conventional micro-machining of NiTi SMA are evaluated mostly with the aid of input process variables like cutting speed, depth of cut, width of cut, types of coolants, tool coating, discharge voltage, capacitance, laser fluence, pulse duration, scan speed, electrolysis concentration and gap voltage. …”
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A review of machine learning applications in heart health by Ava Perrone, Taghi M. Khoshgoftaar

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A Semantic Web and IFC-Based Framework for Automated BIM Compliance Checking by Lu Jia, Maokang Chen, Chen Chen, Yanfeng Jin

“…This paper presents a method combining semantic web technology and IFC data to enhance human–machine collaborative inspection capabilities. First, a five-step process integrated with domain specifications is designed to construct a building object ontology, covering most architectural objects in the AEC domain. …”
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Toward Cross-Hospital Deployment of Natural Language Processing Systems: Model Development and Validation of Fine-Tuned Large Language Models for Disease Name Recognition in Japane... by Seiji Shimizu, Tomohiro Nishiyama, Hiroyuki Nagai, Shoko Wakamiya, Eiji Aramaki

“…ResultsThe LLM demonstrated greater robustness, with a smaller performance gap in F1 ConclusionsFine-tuned LLMs demonstrate superior robustness for disease name recognition in Japanese clinical notes, with a smaller performance gap. …”
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Using GIS and Analytical Hierarchy Process (AHP) for flood hazard assessment based on morphological and hydrological criteria, case of the Meknes region, Morocco by Essahlaoui Narjisse, Ijlil Safae, Alitane Abdennabi, Mohajane Meriame, El Ouali Abdelhadi, Rhazi Abdelaziz, Oumou Abdellah, Alouane Ayoub, Ammari Zakaria, Khrabcha Abdelali, El Hafyani Mohamed, Essahlaoui Ali, Aouragh My Hachem, Van Rompaey Anton

“…Flooding is one of the most significant natural disasters affecting North Africa. …”
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Developing a research agenda on NATure-based and Animal-assisted Intervention Strategies (NATAIS) in people with neurodegenerative diseases with a specific focus on social isolatio... by I. J. N. Declercq, R. Leontjevas, M.-J. Enders-Slegers, M. Molog, D. L. Gerritsen, K. Hediger

“…Methods This article outlines the process and results of a group concept mapping procedure aimed at developing a research agenda based on a logic model. …”
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Conducting water-energy-food nexus studies: what, why, and how by Ebrahim Farmandeh, Shahla Choobchian, Shobeir Karami

“…Furthermore, the analysis of WEFN methodologies identified simulation as the most effective technique within the Analytical Hierarchy Process (AHP) framework. …”
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CDKN1B/p27 is localized in mitochondria and improves respiration-dependent processes in the cardiovascular system-New mode of action for caffeine. by Niloofar Ale-Agha, Christine Goy, Philipp Jakobs, Ioakim Spyridopoulos, Stefanie Gonnissen, Nadine Dyballa-Rukes, Karin Aufenvenne, Florian von Ameln, Mark Zurek, Tim Spannbrucker, Olaf Eckermann, Sascha Jakob, Simone Gorressen, Marcel Abrams, Maria Grandoch, Jens W Fischer, Karl Köhrer, René Deenen, Klaus Unfried, Joachim Altschmied, Judith Haendeler

“…Moreover, caffeine induces transcriptome changes in a p27-dependent manner, affecting mostly genes relevant for mitochondrial processes. …”
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Investigating Brain Responses to Transcutaneous Electroacupuncture Stimulation: A Deep Learning Approach by Tahereh Vasei, Harshil Gediya, Maryam Ravan, Anand Santhanakrishnan, David Mayor, Tony Steffert

“…Additionally, the classification accuracies across the pre-stimulation, during-stimulation, and post-stimulation phases remained consistently high (above 92%), indicating that EEGNet effectively captured the different time-based brain responses across different stimulation phases. Saliency maps were applied to identify the most critical EEG electrodes, potentially reducing the number needed without sacrificing accuracy. …”
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GeoBM: A Python-based tool for integrated visualization of global bibliometric data by Chun Chong Fu, Jorge Fleta-Asín, Fernando Muñoz, Carlos Sáenz-Royo, Loo Keat Wei

“…Conventional geospatial visualization techniques—most notably choropleth maps—often introduce significant distortions due to their inability to adequately account for spatial heterogeneity and overdispersion in bibliometric distributions. …”
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Groundwater Potential Assessment Using Integrated Geospatial and Analytic Hierarchy Process Techniques (AHP) in Chemoga Watershed, Upper Blue Nile Basin, Ethiopia by Samuel Berihun Kassa, Fasikaw Atanaw Zimale, Arega Mulu, Tadege Aragaw Worku, Mindesilew Lakew Wossene, Taye Minichil Meshesha, Yoseph Buta Hailu, Tadele F. Aman, Mekash S. Kifelew, Habtamu Asrat Mekonnen

“…Data was gathered from satellite imagery, existing thematic maps, local water offices, and national meteorological agencies. …”
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Paris dans les récits de voyage d’écrivains arabes : repérage, analyse sémantique et cartographie de toponymes by Motasem Alrahabi, Carmen Brando, Muhamed AlKhalil, Joseph Dichy

“…Our pipeline identifies place named entities, analyzes their semantic context (with regard to opinions, sentiments and emotions), and locates the place names on geographic maps. Our corpus includes six travel writings on Paris from some of the most influential Arab writers of the 19th and 20th centuries. …”
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A Process-Oriented Approach to Assessing High School Students’ Mathematical Problem-Solving Competence: Insights from Multidimensional Eye-Tracking Analysis by Sijia Hao, Huanghe Pan, Dan Zhang

“…To address this gap, this study introduces a process-oriented assessment method leveraging eye-tracking technology. …”
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Digital Land Suitability Assessment for Irrigated Cultivation of Some Agricultural Crops Using Machine Learning Approaches (Case Study: Qazvin-Abyek) by F. Jannati, F. Sarmadian

“…Moreover, the random forest machine learning model was utilized for spatial modeling, zoning mapping, and determining the significance of environmental variables in the land suitability evaluation process. …”
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An Integrated Risk Assessment of Rockfalls Along Highway Networks in Mountainous Regions: The Case of Guizhou, China by Jinchen Yang, Zhiwen Xu, Mei Gong, Suhua Zhou, Minghua Huang

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