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Table Extraction with Table Data Using VGG-19 Deep Learning Model.
Sensors (Basel)
January 2025
Faculty of Science and Environmental Studies, Department of Computer Science, Lakehead University, Thunder Bay, ON P7B 5E1, Canada.
In recent years, significant progress has been achieved in understanding and processing tabular data. However, existing approaches often rely on task-specific features and model architectures, posing challenges in accurately extracting table structures amidst diverse layouts, styles, and noise contamination. This study introduces a comprehensive deep learning methodology that is tailored for the precise identification and extraction of rows and columns from document images that contain tables.
View Article and Find Full Text PDFComparative Analysis of Fracture Resistance of Endodontic Sealer Types and Filling Methods.
Materials (Basel)
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Department of Advanced General Dentistry, College of Dentistry, Yonsei University, Seoul 03722, Republic of Korea.
With the advent of bioceramic sealers, sealers have become a more important filling material for endodontic treatment. When a solid sealer, rather than an elastic gutta-percha, occupies a significant portion of the root canal, it is unclear whether the tooth structure will be strengthened to withstand stress or whether the increased stiffness will transmit the load directly to the entire root, potentially causing root fracture. This study compared the fracture resistance and fracture patterns of roots filled with various root canal sealers, including bioceramic sealers, and each corresponding filling technique.
View Article and Find Full Text PDFCosts of Overly Broad Recalls.
J Food Prot
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U.S. Food and Drug Administration, Office of the Commissioner, 10903 New Hampshire Ave., Silver Spring, MD 20993, USA.
Overly broad recalls following an FDA advisory occur when the source of an outbreak is originally misidentified or cannot be promptly identified. In this situation, an entire product category might be recalled (e.g.
View Article and Find Full Text PDFPossible glendonite mineral pseudomorphs in the aftermath of the end-Permian extinction.
Sci Rep
January 2025
Grant Institute, School of Geosciences, University of Edinburgh, James Hutton Road, Edinburgh, EH9 3FE, UK.
Glendonites (from the precursor of ikaite, CaCO.6HO) preferentially precipitate within sediments in cold waters (- 2 to 7°C) via either organotrophic or methanogenic sulphate reduction. Here, we report the first occurrence of possible glendonites associated with the end Permian mass extinction in the earliest Triassic (ca.
View Article and Find Full Text PDFVoid Evolution at the Li/LLZO Interface: Stack Pressure and Operating Temperature-Driven Creep Effect.
ACS Appl Mater Interfaces
January 2025
School of Energy and Power Engineering, Huazhong University of Science & Technology, Wuhan, Hubei 430074, China.
Article Synopsis
- All-solid-state lithium metal batteries are promising for high energy density and safety, but issues like voids at the anode/electrolyte interface during lithium stripping can hurt stability.
- Stack pressure and operating temperature can induce creep deformation in lithium metal, potentially improving interfacial issues caused by these voids, although understanding of these effects is still lacking.
- A new coupled model (EDMP-VE) has been developed to study the influence of pressure and temperature on void evolution, showing that higher conditions can enhance void healing and stabilize interfaces by reducing void expansion and promoting filling.
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