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| http://dx.doi.org/10.1007/s10846-022-01789-9 | DOI Listing |
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Semantic segmentation using synthetic images of underwater marine-growth.
Front Robot AI
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AAU Energy, Aalborg University, Esbjerg, Denmark.
Introduction: Subsea applications recently received increasing attention due to the global expansion of offshore energy, seabed infrastructure, and maritime activities; complex inspection, maintenance, and repair tasks in this domain are regularly solved with pilot-controlled, tethered remote-operated vehicles to reduce the use of human divers. However, collecting and precisely labeling submerged data is challenging due to uncontrollable and harsh environmental factors. As an alternative, synthetic environments offer cost-effective, controlled alternatives to real-world operations, with access to detailed ground-truth data.
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Department of Biotechnology, Maulana Abul Kalam Azad University of Technology, Nadia, West Bengal, India School of Life Sciences, Sambalpur University, Burla, Odisha, India.
The oral cavity, being a nutritionally enriched environment, has been proven to be an ideal habitat for biofilm development. Various microenvironments, including dental enamel, supra- and subgingival surfaces, salivary fluid, and the dorsal surface of the tongue, harbor diverse microbes. These biofilms typically consist of four major layers.
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Department of Sport and Health, School of Health and Human Development, University of Evora, Évora, Portugal.
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Fruit firmness is a critical attribute for evaluating the quality of peaches and nectarines. The precise measurement of fruit firmness plays a key role in maturity assessment, determining harvest periods, and predicting shelf-life. Texture analyzers are increasingly employed for accurate fruit firmness measurement, offering advantages in reducing operator errors compared to the traditional Magness-Taylor test.
View Article and Find Full Text PDFThe Transformative Impact of AI, Extended Reality, and Robotics in Interventional Radiology: Current Trends and Applications.
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Division of Interventional Radiology, Department of Radiology, Cleveland Clinic Foundation, Cleveland, OH; Cleveland Clinic Lerner College of Medicine, Cleveland, OH. Electronic address:
Interventional Radiology is at the forefront of integrating advanced imaging techniques and minimally-invasive procedures to enhance patient care. The advent of Digital Health Technologies (DHTs), including artificial intelligence (AI), robotics, and extended reality (XR), is revolutionizing healthcare, particularly in IR due to its reliance on innovative technology and advanced imaging. Since 2016, the proportion of these DHT-related publications in IR has consistently increased.
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