Publications by authors named "C Doi"

Background: We aimed to construct an artificial intelligence-based model for detecting oral cancer and dysplastic leukoplakia using oral cavity images captured with a single-lens reflex camera.

Subjects And Methods: We used 1043 images of lesions from 424 patients with oral squamous cell carcinoma (OSCC), leukoplakia, and other oral mucosal diseases. An object detection model was constructed using a Single Shot Multibox Detector to detect oral diseases and their locations using images.

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Article Synopsis
  • Recent advancements in artificial intelligence (AI) in dental and maxillofacial radiology have increased interest in utilizing dental radiography for various applications.
  • A study reviewed current AI applications in dental radiography, covering diagnosis, classification, screening, and image enhancement.
  • Although promising, challenges like insufficient dataset sizes and lack of standardized reporting formats need to be addressed for effective clinical implementation of AI in dentistry.
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Pemphigoid vegetans is a rare variant of bullous pemphigoid characterized by vegetative and purulent lesions of the groin, axillae, thighs, hands, eyelids, and perioral regions. The clinical features and histological findings of pemphigus vegetans and immunohistochemical characteristics of bullous pemphigoid are shown. An 86-year-old woman presented with vegetative lesions in the vulva and groin, and blisters on the head, neck, axillae, and thighs.

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