The Challenges of AI in Administrative Law and the Need for Specific Legal Remedies: Analysis of Polish Regulations and Practice by Jowanka Jakubek-Lalik

“…Public authorities are discovering the potential of AI systems to improve the efficiency and accuracy of administrative proceedings. …”
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Indicators for an extended length of stay in the emergency service unit of a Thai community hospital: A multi-level analysis by Phichayut Phinyo, Jayanton Patumanond

“…Results: A total of 1,160 emergency visits nested within 16 days study period were included for analysis. 126 (10.9%) visits with an extended length of stay (≥4 hours) and 1,034 visits with a length of stay less than 4 hours were identified. Different patient characteristics and characteristics related to emergency unit between groups were explored. …”
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Irrigation and primary nutrients’ performance on winter maize productivity, profitability, energetics, and carbon footprint in Gangetic plains of India by Saikat Biswas, Rupa Das, Dhananjoy Dutta

“…However, among these two treatments, I2F3 relatively generated less CF and ensured high carbon output and efficiency. …”
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Environmental gestagens: Current insights on ecotoxicity and microbial transformations by Prasiddhi Parab, Sheena Kumari, Prashant Bhagwat, Santhosh Pillai

“…Additionally, this knowledge can be utilised to formulate microbial consortia for synergistic degradation of EGs, ultimately enhancing removal efficiency in environmental bioremediation applications.…”
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Unveiling global flood hotspots: Optimized machine learning techniques for enhanced flood susceptibility modeling by Mahdi Panahi, Khabat Khosravi, Fatemeh Rezaie, Zahra Kalantari, Jeong-A. Lee

“…This study assessed the efficiency of three machine learning approaches, including support vector regression (SVR) and its optimized versions through combination with grey wolf optimizer (GWO) and whale optimization algorithm (WOA), in generating accurate flood susceptibility maps at a global scale. …”
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Barriers and facilitators of the electronic medical record adoption among healthcare providers in Addis Ababa, Ethiopia by Tadesse Alemu Bekele, Lemma Derseh Gezie, Herman Willems, Jonathan Metzger, Biruhtesfa Abere, Blen Seyoum, Loko Abraham, Naod Wendrad, Selamawit Meressa, Bethel Desta, Tariku Nigatu Bogale

“…Conclusion The study identified different barriers and facilitators to the adoption of the EMR. …”
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Continuous Joint Kinematics Prediction Using GAT-LSTM Framework Based on Muscle Synergy and Sparse sEMG by Meiju Li, Zijun Wei, Zhi-Qiang Zhang, Shuhao Ma, Sheng Quan Xie

“…Furthermore, experimental results reveal that incorporating MS into GCN reduces training time by 13% compared to GCN-LSTM, significantly enhancing computational efficiency and scalability. This study highlights the potential of integrating MS theory with graph-based deep learning methods for motion prediction based on sEMG.…”
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Compact, Broadband, and High-Gain Four-Port MIMO Antenna for Future Millimeter Wave Applications by Esraa Mousa Ali, Shine Let Gunamony, Mohamad A. Alawad, Turki Essa Alharbi

“…A wideband antenna with a relatively compact size along with a multiple input and multiple output (MIMO) configuration for millimeter wave applications is proposed in this work. …”
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Exploring the Impact of Artificial Intelligence on Healthcare Management: A Combined Systematic Review and Machine-Learning Approach by Vito Santamato, Caterina Tricase, Nicola Faccilongo, Massimo Iacoviello, Agostino Marengo

“…The study highlights AI’s positive influence on operational efficiency and strategic decision making, while also identifying challenges related to data privacy, ethical considerations, and the need for ongoing technological integration. …”
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Headspace Solid-Phase Microextraction Coupled to Comprehensive Two-Dimensional Gas Chromatography Time-of-Flight Mass Spectrometry for the Determination of Short-Chain Chlorinated... by Nan Zhan, Feng Guo, Shuai Zhu, Zhu Rao

“…In this work, a simple and effective method involving headspace solid-phase microextraction (HS-SPME) and comprehensive two-dimensional gas chromatography time-of-flight mass spectrometry (GC × GC-TOF-MS) was developed and optimized for the determination of trace SCCPs in water samples. The key parameters related to extraction and separation efficiency were systematically optimized. …”
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Environmental taxes shadowing: theoretical aspect by A.М. Tkachenko, А.D. Tykha

“…Modern energy and environmental problems are related to the depletion of oil, gas and environmental pollution. …”
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Revisiting the Control Systems of Autonomous Vehicles in the Agricultural Sector: A Systematic Literature Review by Vinayambika S. Bhat, Yong Wang

“…These advancements suggest potential navigation and operational efficiency improvements, contributing towards sustainable development goals (SDGs) related to sustainable agriculture. …”
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Hybrid Scheduling Model Based on Fare Incentives for Peak Time Interval of the Metro: The Harbin Metro System by Haitao Pan, Shumin Feng

“…Considering the operation efficiency of the metro system, the boarding queuing problem is a complex and intractable dilemma caused by the security and ticket checking process in urban metro stations, especially for the mass-transit metro system in China. …”
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Sentiment analysis for deepfake X posts using novel transfer learning based word embedding and hybrid LGR approach by Madiha Khalid, Muhammad Faheem Mushtaq, Urooj Akram, Mejdl Safran, Sultan Alfarhood, Imran Ashraf

“…The ML models are fine-tuned with extensive hyperparameter tuning to enhance performance and efficiency. The sentiment analysis performance of each applied method is validated using the k-fold cross-validation. …”
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Black soldier fly, Hermetia illucens, larvae meal improves intestinal health and growth performance of Nile tilapia, Oreochromis niloticus, juveniles by Sahya Maulu, Benjamin Eynon, Sherilyn Abarra, Mark Rawling, Daniel L. Merrifield

“…At the end of the feeding trial, the final body weight, weight gain, specific growth rate (SGR), protein efficiency ratio (PER), and feed conversion ratio (FCR) were significantly (p < 0.05) improved with increasing BSF meal inclusion levels in the diet. …”
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Pressure-driven polymeric membrane performance prediction, new membrane dimensionless number, and considerations for effective membrane design, selection, testing, and operation by Alexander R. Anim-Mensah, Alexander R. Anim-Mensah

“…This involves enhancing performance, longevity, and cost-efficiency while tackling chemical and mechanical instabilities. …”
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Failure analysis in downshifting photoluminescence over upconversion studies in Ag NPs incorporated Eu3+/Yb3+:Y2O3 phosphor by Prasenjit P. Sukul, Hendrik C. Swart

“…A quantitative evaluation of the Ag+/Ag0 ratio in the Ag3d spectrum as a function of doping concentration reveals that at higher doping concentrations, metallic Ag0 becomes dominant, which correlates with the quenching efficiency and enhancement of nonradiative emission from the Eu3+ ion. …”
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Establishing a GRU-GCN coordination-based prediction model for miRNA-disease associations by Kai-Cheng Chuang, Ping-Sung Cheng, Yu-Hung Tsai, Meng-Hsiun Tsai

“…Hence, developing a model to predict, identify, and rank connections in miRNAs and diseases can significantly enhance the precision and efficiency in investigating the relationships between miRNAs and diseases. …”
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Management and Operation Transformation of Urban Park Green Spaces from the Perspectives of Public Goods Provision and Fiscal Sustainability by Peiyi JIA

“…Transitioning from state supply to multi-supply operation, involving nonprofit organizations and social enterprises could enhance efficiency and equity. Financial model innovation should integrate land value capture taxes, ecological asset securitization, and controlled commercial leasing, particularly for high-value urban core parks. …”
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Modification and Psychometric Verification of Questionnaire the "Group Reflexivity" by T.A. Nestik by S.V. Tarasov

“…<br><strong>Background.</strong> In relation to the joint activities of group members, regardless of their field, there is a current need to increase the efficiency and productivity of these activities. …”
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