Automatic semantic segmentation for dental restorations in panoramic radiography images using U‐Net model
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22803
Abstract: The automated segmentation of dental restorations is a critical step in diagnosing dental problems and suggesting the best treatment. Some restorations may be missed during a dental examination, depending on the number of patients, the… read more here.
Keywords: automatic semantic; dental restorations; segmentation dental; model ... See more keywords
Automated Segmentation of Dental Calculus in Optical Coherence Tomography Images
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DOI: 10.18494/sam.2018.2053
Abstract: 1Department of Electrical Engineering, National United University, Miaoli, Taiwan, R.O.C. 2Institute of Biomedical Engineering, National Chiao Tung University, Hsinchu, Taiwan, R.O.C. 3Endodontology Department of Dentistry, Cardinal Tien Hospital, New Taipei, Taiwan, R.O.C. 4Department of Dentistry,… read more here.
Keywords: calculus optical; dental calculus; engineering national; segmentation dental ... See more keywords
Segmentation of Dental Restorations on Panoramic Radiographs Using Deep Learning
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DOI: 10.3390/diagnostics12061316
Abstract: Convolutional Neural Networks (CNNs) such as U-Net have been widely used for medical image segmentation. Dental restorations are prominent features of dental radiographs. Applying U-Net on the panoramic image is challenging, as the shape, size… read more here.
Keywords: segmentation dental; image; dental restorations; panoramic radiographs ... See more keywords