An Interpretable Computer-Aided Diagnosis Method for Periodontitis From Panoramic Radiographs
نویسندگان
چکیده
منابع مشابه
Diagnosis of osteoporosis from dental panoramic radiographs using the support vector machine method in a computer-aided system
BACKGROUND Early diagnosis of osteoporosis can potentially decrease the risk of fractures and improve the quality of life. Detection of thin inferior cortices of the mandible on dental panoramic radiographs could be useful for identifying postmenopausal women with low bone mineral density (BMD) or osteoporosis. The aim of our study was to assess the diagnostic efficacy of using kernel-based sup...
متن کاملAssessment of bone loss in periodontitis from panoramic radiographs.
Bone loss in chronic periodontitis was assessed from panoramic radiographs by direct measurement from the cemento-enamel junction (CEJ) and by measuring the proportion of the tooth length supported by bone. Mesial and distal bone levels of all available teeth were assessed for 50 patients aged 30-39 years referred for periodontal treatment. 85% and 74% of surfaces were measurable by the proport...
متن کاملComputer-aided system for measuring the mandibular cortical width on panoramic radiographs in osteoporosis diagnosis [5747-84]
Osteoporotic fractures are associated with substantial morbidity, increased medical cost and high mortality risk. Several equipments of bone assessment have been developed to identify individuals, especially postmenopausal women, with high risk of osteoporotic fracture; however, a large segment of women with low skeletal bone mineral density (BMD), namely women with high risk of osteoporotic fr...
متن کاملComputer-aided system for morphometric mandibular index computation (Using dental panoramic radiographs)
OBJECTIVE We propose and validate a computer-aided system to measure three different mandibular indexes: cortical width, panoramic mandibular index and, mandibular alveolar bone resorption index. STUDY DESIGN Repeatability and reproducibility of the measurements are analyzed and compared to the manual estimation of the same indexes. RESULTS The proposed computerized system exhibits superior...
متن کاملComputer-aided system for morphometric mandibular index computation (Using dental panoramic radiographs)
Objective: We propose and validate a computer—aided system to measure three different mandibular indexes: cortical width, panoramic mandibular index and, mandibular alveolar bone resorption index. Study Design: Repeatability and reproducibility of the measurements are analyzed and compared to the manual estimation of the same indexes. Results: The proposed computerized system exhibits superior ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Frontiers in Physiology
سال: 2021
ISSN: 1664-042X
DOI: 10.3389/fphys.2021.655556