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

“…In addition, the accuracy reached 96.98 ​% in validation set 2 with 13,667 cases, confirming the generalization ability of the model. Conclusion: In this study, we proposed a new model, AutoLDP, automates the extraction and recognition of key information from WSI, enabling standardized naming, and significantly improving labeling efficiency. …”
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The Mediating Effect of Accounting Information Quality on the Relationship Between Workforce Education Level and Investment Efficiency by Ayat Naji Mahdi Al-Obaidi, Pari Chalaki, Mehdi Heidari

“…The research literature posits that highly educated employees can enhance corporate investment efficiency through three primary mechanisms: first, by providing high-quality information that aids managers in effective decision-making, as these employees excel in collecting and analyzing valuable data; second, by effectively monitoring managerial decisions due to their access to internal information and their ability to detect misconduct, which helps prevent inaccurate financial reporting; and third, by facilitating information exchange between managers and employees through superior communication skills, enhanced understanding, and shared educational backgrounds, thereby leading to improved accuracy in information transfer and corporate decision-making. …”
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Examining A Lump Sum Tax and Optimal Tax Theory by Richard Fast

“…While the ultimate goal of any tax-collecting agency is to tax ability, this is not possibile since high-ability, and hence, high-income, earners will attempt to disguise themselves as low-ability (low-income) to minimize their tax burden. …”
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Cost-effective storage solution for delivering umbilical cord with efficient isolation of mesenchymal stem cells by Baoyu Lai, Jieyong Huang, Jieting Chen, Wenlei Li, Huimei Wu, Jianyong Xu

“…However, their proliferation and therapeutic abilities decline during the aging process and disease development. …”
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Accuracy and efficiency of drilling trajectories with augmented reality versus conventional navigation randomized crossover trial by Yao Li, Sergey Drobinsky, Paulina Becker, Kunpeng Xie, Myriam Lipprandt, Christian Andreas Mueller, Jan Egger, Frank Hölzle, Rainer Röhrig, Klaus Radermacher, Matías de la Fuente, Behrus Puladi

“…Abstract Conventional navigation systems (CNS) in surgery require strong spatial cognitive abilities and hand-eye coordination. Augmented Reality Navigation Systems (ARNS) provide 3D guidance and may overcome these challenges, but their accuracy and efficiency compared to CNS have not been systematically evaluated. …”
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Alkaline Ionic Liquid Modified Pd/C Catalyst as an Efficient Catalyst for Oxidation of 5-Hydroxymethylfurfural by Zou Bin, Chen Xueshan, Xia Jiaojiao, Zhou Cunshan

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Bio-detection Dogs sniffing Leishmania infection: an efficient diagnostic tool for pet and public health by Rosa Di Salvo, Cristina Filocamo, Marcello Di Salvo

“…The pilot testing conducted in view of the development and execution of a larger-scale trial suggests that a broader study is likely to be successful and could produce valuable results in terms of using dogs’ exceptional olfactory abilities as a rapid, efficient and reliable diagnostic tool for sniffing out infectious diseases, with specific focus on the detection of canine Leishmaniasis…”
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The impact of digitization of the cost accounting system on organizational efficiency and effectiveness in the healthcare sector of the Republic of Serbia by Kristina Spasić, Bojana Novićević Čečević, Ljilja Antić

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Efficiency Enhancement of Perovskite Solar Cells Based on Graphene Nanocomposites as Electrons and Holes Transport Layers by Hayder Hasan Ali

“…Regarding the photonic layer, the efficiency of the solar cell increased significantly when CsPbBr3 quantum dots were used as the active element due to their strong abilities to absorb light from the visible light spectrum according to absorption spectrometry measurements. …”
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Boosting feature selection efficiency with IMVO: Integrating MVO and mutation-based local search algorithms by Maryam Askari, Farid Khoshalhan, Hodjat Hamidi

“…Feature selection is crucial in machine learning and data mining, significantly impacting model performance and efficiency by reducing dimensionality, mitigating overfitting, and improving interpretability. …”
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Competências demandadas dos bibliotecários frente às novas tecnologias de informação em bibliotecas universitárias <p> Demanded abilities of the librarians front to the new technol... by Angela Sikorski Santos, Suzana da Rosa Tolfo

“…How much the demand of abilities that must be developed with the introduction of new technologies of the information, the interviewed librarians had detached the following ones: work in team, to know to manage human resources, to be dynamic, to share information, to have a set of abilities, aptitudes, attitudes and behaviors to place in practical everything what one knows with efficiency and effectiveness.…”
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Research on YOLOv5 Oracle Recognition Algorithm Based on Multi-Module Fusion by Xinhang Zhang, Zhenhua Ma, Yaru Zhang, Huiying Ru

“…This paper presents a novel recognition algorithm based on YOLOv5, incorporating BiFPN-SDI, C3-DAttention, and Detect_Efficient to significantly enhance detection performance. …”
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USE OF RAPD MARKERS OPTIMIZES THE SELECTION OF SOURCE MATERIAL OF SWEET PEPPER (CAPSICUM ANNUUM L.) IN BREEDING FOR HETEROSIS by M. N. Shapturenko, L. A. Tarutina, T. V. Pechkovskaya, L. A. Mishin, L. V. Khotyleva

“…Our study showed that the specific combining ability of lines of the sweet pepper collection was more important for the formation of heterosis than the general combining ability. …”
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Screening, Identification, and Fermentation of <i>Brevibacillus laterosporus</i> YS-13 and Its Impact on Spring Wheat Growth by Wenjing Zhang, Xingxin Sun, Zele Wang, Jiayao Li, Yuanzhe Zhang, Wei Zhang, Jun Zhang, Xianghan Cheng, Peng Song

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A new low-rank adaptation method for brain structure and metastasis segmentation via decoupled principal weight direction and magnitude by Hancan Zhu, Hongxia Yang, Yaqing Wang, Keli Hu, Guanghua He, Jia Zhou, Zhong Li, Alzheimer’s Disease Neuroimaging Initiative

“…The results demonstrate that PDoRA consistently outperforms existing parameter-efficient fine-tuning methods, achieving superior segmentation accuracy and efficiency. …”
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Room-temperature fast self-healing graphene polyurethane network with high robustness and ductility through biomimetic interface structures by Hao Wu, Jinqiu Tao, Junhao Xie, Chengbao Liu, Qianping Ran

“…Here, inspired by the microscopic layered structure of mother-of-pearl, we have developed a biomimetic composite with high strength and self-repairing capabilities, achieved by the ordered arrangement of pearl-like structures within a flexible polyurethane matrix and GO nanosheets functionalized by in situ polymerization of carbon dots (CDs), this biomimetic interface design approach results in a material strength of 8 ​MPa and toughness (162 ​MJ ​m−3), exceptional ductile properties (2697 ​% elongation at break), and a world-record the fast and high-efficient self-healing ability at room temperature (96 ​% at 25 ​°C for 60 ​min). …”
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Deep learning-based identification of precipitation clouds from all-sky camera data for observatory safety by Mohammad H. Zhoolideh Haghighi, Alireza Ghasrimanesh, Habib Khosroshahi

“…Our trained model can be deployed for real-time analysis, enabling the rapid identification of potential threats, and offering a scaleable solution that can improve our ability to safeguard telescopes and instruments in observatories. …”
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Efficiency of Green Algae Chlorella vulgaris in Remediation of Polycyclic Aromatic Hydrocarbon (Anthracene) from Culture Media by Sarab et al.

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Efficient Sedimentary Facies Recognition Using Vision Transformer and Weakly Supervised Deep Multi-View Clustering by Hao Wu, Yu-Jie Dai, Xin-Yu Liu

“…However, traditional recognition methods are limited by their ability to extract local features and efficiently utilize unlabeled data, making it difficult to effectively handle complex sedimentary facies characteristics. …”
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Efficiency of dracaena deremensis and hederahelix plants in elimination of benzene from air using SPME-GC-FID by MH Mosadegh, A Barkhordari, M Fooladi

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