WebJul 5, 2024 · Abstract. Caries is a dental disease caused by bacterial infection. If the cause of the caries is detected early, the treatment will be relatively easy, which in turn prevents caries from spreading. The current common procedure of dentists is to first perform radiographic examination on the patient and mark the lesions manually. WebApr 21, 2024 · Machine learning is a subfield of artificial intelligence, which is broadly defined as the capability of a machine to imitate intelligent human behavior. Artificial …
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WebMay 5, 2024 · The deep learning method has been applied to: detect landmarks in cephalograms 10; detect teeth and classification 11,12,13; diagnose cavities … WebMachine learning is a discipline within computer science that focuses on teaching machines to detect patterns in the underlying data Bishop . Machine learning techniques have been previously leveraged for a variety of object detection tasks in natural images. ... We obtained over 3000 bitewing radiographs from approximately 100 clinics across ... raw chicken backs for dogs
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WebMachine learning is a discipline within computer science that focuses on teaching machines to detect patterns in the underlying data [1]. Machine learning techniques … The bitewing radiographs were directly used as diagnostic data for CNN without specific pre-processing (e.g. image enhancement and manual setting of the region of interest). The models were trained using each bitewing radiograph with 12-bit depth, which is the manufacturer’s raw format for bitewing … See more This study was approved by the Institutional Review Board of Yonsei University Gangnam Severance Hospital and Yonsei … See more The diagnostic performance for readers and the U-Net CNN model was calculated in terms of the PPV (%), sensitivity (%), and F1-score. To compare the PPV and sensitivity between readers and the U-Net CNN model, … See more To evaluate the performance of dental caries detection, the assessments were computed at the caries component level. If a blob classified as caries overlapped with a ground truth caries … See more simple clawhammer banjo tabs