Automated generation of discharge summaries: leveraging large language models with clinical data by Matthias Ganzinger, Nicola Kunz, Pascal Fuchs, Cornelia K. Lyu, Martin Loos, Martin Dugas, Thomas M. Pausch

“…Abstract This study explores the use of open-source large language models (LLMs) to automate generation of German discharge summaries from structured clinical data. …”
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Watkins wheat landraces decode nitrogen-driven biomass trade-offs: GWAS exposes root-shoot dialectics and elite landraces for resilient agriculture by Abdul Waheed, Muhammad Shahid Iqbal, Zareen Sarfraz, Junliang Hou, Yanping Wei, Bo Song, Shifeng Cheng

“…This study aimed to dissect the molecular and physiological foundations of nitrogen-driven resilience in wheat, leveraging the genetically diverse Watkins wheat landraces as a source of adaptive alleles.MethodsA total of 308 Watkins wheat landraces were phenotyped under low nitrogen (LN) and normal nitrogen (NN) conditions to assess root-shoot allocation strategies. …”
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Oral health knowledge, attitudes, behaviours and status among international post-secondary students: a scoping review by Hassan W. Yassin, Shahzaib Fida, Khrisha Alphonsus, Jessica Lieffers, Amrinderbir Singh

“…ObjectiveThis scoping review aims to review and synthesize existing literature on oral health knowledge, attitudes, behaviours, barriers, and status among international post-secondary students.MethodsUsing the Arksey and O'Malley framework, MEDLINE, Embase, Dentistry & Oral Sciences Source, CINAHL, Web of Science, and Scopus databases were searched in June 2024 for selected oral health and international student keywords. …”
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What is the direct cost of providing burn care at a burns unit in a tertiary care hospital in India? A health provider perspective by Frederick Satiro Vaz, Yuri Dias-Amborcar, Ritam Dessai, Archana Milind Desai, Sudeep Ramdas Lokapure

“…Microsoft Excel and Jamovi, an open-source program built on R, were used for statistical analysis. …”
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Development of the ADFICE_IT clinical decision support system to assist deprescribing of fall-risk increasing drugs: A user-centered design approach. by Sara S Groos, Kelly K de Wildt, Bob van de Loo, Annemiek J Linn, Stephanie Medlock, Kendrick M Shaw, Eric K Herman, Lotta J Seppala, Kim J Ploegmakers, Natasja M van Schoor, Julia C M van Weert, Nathalie van der Velde

“…Key elements for the software include a modular architecture, open source, and good security.<h4>Conclusion</h4>The ADFICE_IT CDSS supports physicians in deprescribing FRIDs optimally to prevent falls in older patients. …”
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Effects of coconut meal inclusion on growth performance, nutrient utilization, carcass characteristics, and meat quality in Awassi Lambs by Ja’far Al-Khaza’leh, Belal Obeidat

“…COC is a viable alternative protein and energy source in lamb diets. Further research is warranted to determine optimal inclusion rates under varying production systems.…”
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Factors influencing breast milk donation to a human milk bank in Iran: implications for policymakers and planners by Leila Doshmangir, Maryam Naghshi, Kamal Gholipour, Ayat Ahmadi, Hosein Azizi, Vladimir Sergeevich Gordeev

“…Abstract Background The World Health Organization (WHO) actively promotes breastfeeding as the optimal source of nourishment for infants and young children. …”
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Prenatal weight stigma can affect relationship quality and maternal health outcomes by Taniya S. Nagpal, Angela C. Incollingo Rodriguez

“…Social support is a necessary psychosocial factor for optimal health and wellbeing throughout pregnancy, and weight stigma sourced from these integral relationships may negatively affect health outcomes. …”
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THE DEVELOPMENT OF PROFESSIONAL SUBJECTIVE POSITION OF MANAGEMENT HUMAN RESOURCES FOR HEALTH by Ol'ga L. Zadvornaya, V. Alekseevich Alekseev, Konstantin N. Borisov

“…In conducting the present study used data from official sources, literature review, scientific methods of analysis and synthesis, comparative analysis and modeling. …”
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BASIL DB: bioactive semantic integration and linking database by David Jackson, Paul Groth, Hazar Harmouch

“…Future work will focus on expanding the database and refining the utilized methods. Extending the BASIL DB will help bridge the gap between traditional and conventional approaches to nutrition, guiding future research in bioactive compound discovery and health optimization. …”
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Airborne laser scanning data quality enhancement via rigorous calibration and comprehensive strip adjustment techniques by Qingeng Jin, Qingwu Hu, Xuzhe Duan, Pengcheng Zhao, Zijie Li, Jiayuan Li, Qingzhou Mao

“…Providing insights into ALS error sourcing and mitigation as well as practical guidance for multi-sensor system data processing, our methods show generalization capability that enables the promotion into broadening applications of geo-spatial information science.…”
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An effective multi-step feature selection framework for clinical outcome prediction using electronic medical records by Hongnian Wang, Mingyang Zhang, Liyi Mai, Xin Li, Abdelouahab Bellou, Lijuan Wu

“…As the number of top-ranking features increased, the models’ accuracy began to stabilize, while feature subset stability (considering sample variations) and inter-method feature similarity reached optimal levels, confirming the validity of the FS framework. …”
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AI-driven demand forecasting for enhanced energy management in renewable microgrids: A hybrid LSTM-CNN approach by Bashiru olalekan ariyo, mutalub adesina lambe, olalekan ogunbiyi, musa abdulwaheed, bilkisu jimada ojuolape, monsurat omolara balogun

“…However, the inherent unpredictability of renewable energy sources presents significant challenges in energy management. …”
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Mapping and interpretability of aftershock hazards using hybrid machine learning algorithms by Bo Liu, Haijia Wen, Mingrui Di, Junhao Huang, Mingyong Liao, Jingyuan Yu, Yutao Xiang

“…This research provides new tools and methods for enhancing aftershock warning and response.…”
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Enzymatic Hydrolysis of Pretreated Miscanthus Biomass by Olga B. Kalashnikova, Ekaterina A. Budenkova, Elena V. Ulrikh, Evgeny G. Chupakhin, Olga V. Kriger, Yakov A. Masiutin, Maria A. Smaga, Yulia S. Basova

“…The article introduces the optimal enzymatic hydrolysis parameters for pretreating Miscanthus sinensis Strictus biomass as a source of carbohydrate-containing substrates and describes their subsequent use for bacterial cellulose biosynthesis. …”
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A Low-Cost Arduino-Based I–V Curve Tracer with Automated Load Switching for PV Panel Characterization by Pedro Leineker Ochoski Machado, Luis V. Gulineli Fachini, Erich T. Tiuman, Tathiana M. Barchi, Sergio L. Stevan, Hugo V. Siqueira, Romeu M. Szmoski, Thiago Antonini Alves

“…Accurate photovoltaic (PV) panel characterization is critical for optimizing renewable energy systems, but it is often hindered by the high cost of commercial tracers or the slow, error-prone nature of manual methods. …”
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Machine Learning for the estimation of foliar nitrogen content in pineapple crops using multispectral images and Internet of Things (IoT) platforms by Jorge Enrique Chaparro, José Edinson Aedo, Felipe Lumbreras Ruiz

“…In addition, regularization techniques were applied, including cross-validation, feature selection, boost methods, L1 (Lasso) and L2 (Ridge) regularization, as well as hyperparameter optimization. …”
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Strategies to Improve the Quality of Public Services with Artificial Intelligence (AI) in Indonesia by Mustainah M, Dandan Haryono, Nuraisyah Nuraisyah

“… The objectives of this study are: first, the extent of Improving the Quality of Public Services with Artificial Intelligence (AI) in Indonesia, and second, what strategies can be used to Improve the Quality of Public Services with Artificial Intelligence (AI) in Indonesia. The method used in this study is qualitative, the qualitative method is the method used by the researcher by using sentences to describe the results of the research through writing, the data used consists of primary and secondary data, Techniques for determining Informants with snowbal Sampling, Informants in this study are designers of public service studies based on artificial intelligence in Indonesia, data is collected through Observation,  Interviews, FGDs and Documentation, Data analysis in this study uses data condensation data collection techniques, data presentation, verification and conclusion Triangulation of sources is used to obtain data validity, as well as the use of Analytical Techniques (SWOT) to find and determine the right strategy in improving the quality of public services with Artificial Intelligence (AI). …”
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Short-Term Load Forecasting for Electrical Power Distribution Systems Using Enhanced Deep Neural Networks by Shewit Tsegaye, Sanjeevikumar Padmanaban, Lina Bertling Tjernberg, Kinde Anlay Fante

“…Additionally, the mean average percentage error (MAPE) for five sample loads used to test the EPGA-enhanced LSTM prediction method further supports the robustness of the proposed method.…”
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Assessing the Application Effects and Operating Conditions on Three Different Insulation Capacity Walls Using Internal Quantitative Infrared Thermography in China by Huanyu Li, Guohui Feng, Yi Pu, Han Wang

“…For buildings with high insulation performance, high temperature-difference environments pose higher demands on the testing procedures and data collection using the QIRT method. During the testing process, it is essential to monitor changes in outdoor air temperature, enhance the accuracy of infrared thermography, and avoid interference from indoor radiation sources.…”
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