Image processing analysis of oral cancer, oral potentially malignant disorders, and other oral diseases using optical instruments

被引:21
作者
Morikawa, T. [1 ]
Kozakai, A. [1 ]
Kosugi, A. [1 ]
Bessho, H. [2 ]
Shibahara, T. [1 ,3 ]
机构
[1] Tokyo Dent Coll, Dept Oral & Maxillofacial Surg, Chiba, Japan
[2] Tokyo Dent Coll, Dept Oral Pathobiol Sci & Surg, Tokyo, Japan
[3] Tokyo Dent Coll, Oral Canc Ctr, Chiba, Japan
关键词
oral squamous cell carcinoma; oral potentially malignant disorder; optical instrument; fluorescence visualization loss; medical artificial intelligence; FIELD ALTERATIONS; VISUALIZATION;
D O I
10.1016/j.ijom.2019.08.016
中图分类号
R78 [口腔科学];
学科分类号
1003 ;
摘要
Oral cancer screening is important for early detection and early treatment, which help improve survival rates. Biopsy is invasive and painful, while fluorescence visualization using optical instruments is non-invasive, convenient, and provides results in real time, and examinations can be repeated. The purpose of this study was to determine the usefulness of optical instruments in oral screening. A total of 314 patients who were examined using optical instruments at Tokyo Dental College between 2014 and 2018 were enrolled in this study. Fluorescence visualization images were analyzed using subjective and objective evaluations. Subjective evaluation for detecting oral cancer offered 98.0% sensitivity and 43.2% specificity. Regarding the objective evaluations for detecting oral cancer, sensitivity and specificity were 61.9% and 62.7% for mean luminance, 90.3% and 55.7% for luminance ratio, 56.5% and 67.7% for standard deviation of luminance, and 72.5% and 85.4% for coefficient of variation of luminance. Fluorescence visualization with subjective and objective evaluation using optical instruments is useful for oral cancer screening.
引用
收藏
页码:515 / 521
页数:7
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