Digitalization’s Role in Shaping Sustainable Agriculture—Evidence from Chinese Provincial Panel Data Using the Baidu Index by Qirui Zhang, Xinhui Feng, Wangfang Xu, Longbao Wei

“…The impact of digital transformation on agricultural sustainability has attracted significant attention, and empirical methods are widely being used to provide a scientific framework for research in this field. …”
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Color as a High-Value Quantitative Tool for PET/CT Imaging by Michail Marinis, Sofia Chatziioannou, Maria Kallergi

“…The purpose of this work was to develop color-based, pre-processing methodologies for PET/CT data that could yield a better starting point for subsequent diagnosis and image processing and analysis. Two methods are proposed that are based on the encoding of Hounsfield Units (HU) and Standardized Uptake Values (SUVs) in separate transformed .png files as reversible color information in combination with .png basic information metadata based on DICOM attributes. …”
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Biodegradable material for glaucoma drainage devices – A pilot study in rabbits by Simar Rajan Singh, Surinder Singh Pandav, Sushmita Kaushik, Ritambhra Nada, Natasha Gautam, Savleen Kaur, Faisal Thattaruthody

“…Immunohistochemistry for α-smooth muscle actin also demonstrated more myofibroblast transformation at the site of the tube than the biodegradable implant. …”
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The Personality of the Intelligent Cockpit? Exploring the Personality Traits of In-Vehicle LLMs with Psychometrics by Qianli Lin, Zhipeng Hu, Jun Ma

“…In-vehicle LLMs showed commonalities in extroversion, agreeableness, conscientiousness, and action patterns, yet differences in openness, perception, decision-making, information acquisition methods, and psychopathy. …”
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AttenFlow: Context-Aware Architecture with Consensus-Based Retrieval and Graph Attention for Automated Document Processing by Xianfeng Zhang, Bin Hu, Shukan Liu, Qiao Sun, Lin Chen

“…RCCF achieves improvements of up to 16.9% in retrieval performance metrics compared to traditional fusion methods while providing reliable confidence estimates. …”
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Unpaired Spatio-Temporal Fusion for Remote Sensing Images via Deformable Global-Local Feature Alignment by Xinlan Ding, Huihui Song, Xu Zhang

“…Given a coarse-resolution remote sensing image on a prediction date as input, existing spatio-temporal fusion methods commonly use a pair of coarse and fine resolution images that are acquired close to the prediction date. …”
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Analysis of modern employers’ requirements to responsibilities and competencies of pharmaceutical staff by A. A. Kotvitska, Yu. S. Bratishko, A. V. Volkova, D. Yu. Tarasenko, O. V. Posylkina, A. B. Olkhovska

“…Materials and methods: statistical analysis methods, observation method, frequency analysis method. …”
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Construction of machine learning-based models for screening the high-risk patients with gastric precancerous lesions by Shuxian Yu, Haiyang Jiang, Jing Xia, Jie Gu, Mengting Chen, Yan Wang, Xiaohong Zhao, Zehua Liao, Puhua Zeng, Tian Xie, Xinbing Sui

“…However, accurate non-invasive methods for distinguishing between PLGC and GC are currently lacking. …”
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SEM Deep Learning Multiclass Noise Level Classification With Data Augmentation by Kai Liang Lew, Kok Swee Sim, Shing Chiang Tan

“…GNLCN is compared with other state-of-the-art (SOTA) models, including ConvNeXT, ResNeXt, EfficientNetV2, Vision Transformer, and VGG-19. Three different SEM datasets are used, namely the NFFA-EUROPE dataset, EPFL CVLab EM dataset, and Biofilms SEM dataset. …”
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The Modern Trends of Financial Reporting Development by Olga V. Rozhnova

“…The main conclusions of the article are as follows: on the basis of the analysis of the vector of changes in IFRS and opinions on the research questions of scholars and practitioners, there were highlighted the General trends for the accounting sphere such as standardization that was caused by globalization which is strengthening it even further; and the increasing interaction between different areas of the accounting sector (its expansion); it was proposed to update the General trends by adding another trend to the existing - the customization of information of the financial reporting; there were selected the individual development trends - the focus on the forecast; the emphasis on the information that reveals the warning actions of the company, the extension of the application scope of the method of professional judgment, communicating professional judgments to the users of financial statements; strengthening of the prevalence principle of economic entity over its legal form; the focus of the rules on the purposeful use of accounting information, the integration of financial reporting with non-financial reporting. …”
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PEARL: An Adaptive and Explainable Hardware Trojan Detection Using Open Source and Enterprise Large Language Models by Ripan Kumar Kundu, Khurram Khalil, Eric Garcia, Ethan Grassia, Prasad Calyam, Khaza Anuarul Hoque

“…The Integrated Circuit (IC) supply chain risk allows attackers to implant hardware Trojans (HT) in various stages of chip production. To counter this, different machine learning (ML) and deep learning (DL)-based methods have been developed to detect HTs. …”
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A Modern Computer Literacy Course from the Point of View of the New Third Age Generation by E. V. Grokhotova, D. A. Barkhatova

“…These studies are the basis and prove the need to revise existing computer literacy courses and develop new content and teaching methods that take into account the modern needs of third age people.…”
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Effects of high light exposure and heterologous expression of β-carotene ketolase on the metabolism of carotenoids in Chlamydomonas reinhardtii by Rui Mei, Haihong Yang, Chunli Guo, Zeyu Hong, Zhangli Hu, Zhangli Hu, Yan Wu, Danqiong Huang, Chaogang Wang, Chaogang Wang

“…After designation, including intron insertion and chloroplast transit peptide, expression vectors were constructed and used for nuclear transformation of C. reinhardtii CC849 by bead milling method. …”
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Can digital governance promote urban energy conservation and emission reduction? A quasi-natural experiment based on "National Pilot Policy of Information Benefiting the People" in... by Shaohui Zou, Yingying Ji

“…This paper adopts the difference-in-difference method, takes the "National Pilot Policy of Information Benefiting the People" implemented in my country in 2014 as a quasi-natural experiment of digital governance, and explores the effectiveness of government digital governance measures on urban energy conservation and emission reduction and its potential transmission mechanism based on panel data of 283 cities in China from 2006 to 2021. …”
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Current applications and challenges in large language models for patient care: a systematic review by Felix Busch, Lena Hoffmann, Christopher Rueger, Elon HC van Dijk, Rawen Kader, Esteban Ortiz-Prado, Marcus R. Makowski, Luca Saba, Martin Hadamitzky, Jakob Nikolas Kather, Daniel Truhn, Renato Cuocolo, Lisa C. Adams, Keno K. Bressem

“…Results We show that most studies investigate Generative Pre-trained Transformers (GPT)-3.5 (53.2%, n = 66 of 124 different LLMs examined) and GPT-4 (26.6%, n = 33/124) in answering medical questions, followed by patient information generation, including medical text summarization or translation, and clinical documentation. …”
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Interpretation of Cultural Landscape Layering and Assessment of Heritage Value of Urban Historical Parks: A Case Study of Xiamen Zhongshan Park by Xufang LI, Xiangpin ZHOU, Feifan WENG

“…It constructs a cultural landscape heritage layering model of Xiamen Zhongshan Park by combining ancient literature and the spatial interpretation of ancient maps, and employing the historic urban landscape (HUL) method. By systematically analyzing the characters of the cultural landscape, the distribution patterns of the kernel density of cultural landscape, the layering pattern, and the dynamic superposition of cultural connotations in different periods, the research analyzes the dynamics of the layering evolution of the Park’s cultural landscape. …”
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Simulating Environmental Innovation Behavior of Private Enterprise with Innovation Subsidies by Hongjun Guan, Zhen Zhang, Aiwu Zhao, Shuang Guan

“…By reducing innovation costs, innovation subsidies can help private enterprises convert their production modes to green production. Based on method of computational experiment in social science, we construct a dynamic model for environmental innovation behaviors of private enterprises to simulate their evolution process in different market mechanisms, product competitions, and innovation subsidies and explore the impact of different subsidy modes on environmental technological innovation behaviors. …”
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A multiscale analysis of investments placement in the regions of the European part of Russia in the post-Soviet period by Nataliya Aleksandrovna Schitova, Liliya Igorevna Korneva

“…The main methodological setting consists in the sequential coupled analysis of data on the location of investments and the transformation of the territorial-sectoral structure of the economy at different territorial levels. …”
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Classification of the Topicality and Relevance of Evaluation Tools for VR Applications by Caroline Schon, Rong Huang, Hanna Hessenmüller, Simon Przybyl, Johannes Tümler

“…Virtual reality (VR) has emerged as one of the fastest growing technologies in recent years, offering transformative opportunities in various disciplines such as education, medicine and industry. …”
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Thermodynamic modelling as a basis for forecasting phase states of hydrocarbon fluids at great and super-great depths by Oleg M. Prishchepa, Denis S. Lutskii, Sergei B. Kireev, Nikita V. Sinitsa

“…The first one is the preservation conditions of large hydrocarbon accumulations forming at depths to 4 km and caused by different geological and tectonic processes occurring at great and super-great depths with partial oil-to-gas transformation. …”
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