2017
DOI: 10.1259/dmfr.20170006
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Strut analysis for osteoporosis detection model using dental panoramic radiography

Abstract: The analysis of strut features in the endosteal margin area showed potential for the development of an osteoporosis detection model based on panoramic radiography.

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Cited by 78 publications
(80 citation statements)
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References 30 publications
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“…The anterior region of the mandible seems to produce relatively inaccurate images due to the overlap of the cervical spine and relatively high likelihood of blurring. 16 In our study, we used the angle of the mandible below the mandibular canal and posterior to the molar region to avoid interference caused by masticatory stress, as proposed by Oliveira et al, 15 and to provide bone structure even in fully edentulous aged individuals with extremely atrophic mandibles. However, this area is subject to the overlapping of other an-atomical structures, such as the airways, tonsils, soft palate, tongue, and hyoid bone.…”
Section: Discussionmentioning
confidence: 99%
“…The anterior region of the mandible seems to produce relatively inaccurate images due to the overlap of the cervical spine and relatively high likelihood of blurring. 16 In our study, we used the angle of the mandible below the mandibular canal and posterior to the molar region to avoid interference caused by masticatory stress, as proposed by Oliveira et al, 15 and to provide bone structure even in fully edentulous aged individuals with extremely atrophic mandibles. However, this area is subject to the overlapping of other an-atomical structures, such as the airways, tonsils, soft palate, tongue, and hyoid bone.…”
Section: Discussionmentioning
confidence: 99%
“…A identificação precoce de indivíduos com baixa densidade e qualidade óssea associado ao distúrbio osteometabólico é importante para estabelecer estratégias na prevenção de fraturas. Dessa forma, vários estudos (CALCIOLARI et al, 2015;GEARY et al, 2015;KAVITHA et al, 2015;KIM et al, 2016;YAMADA et al, 2015;MILIUNIENE et al, 2016;MURAMATSU et al, 2016;CARMO, MEDEIROS, 2017;HWANG et al, 2017;OHTSUKI et al, 2017;SPEZZIA et al, 2017;KINALSKI et al, 2020)…”
Section: Metodologiaunclassified
“…Each image was segmented by using the MATLAB Release 2016a program to obtain the following standardized size regions of interest (ROIs) on the mandibular right side, 50X50 pixels ( Figure 1): F1 -area delimited in the region of alveolar bone, located between the mental foramen and mandibular cortical bone; M1 -region below and between first and second molars (the center area horizontally 2 cm from the intersection point of the oblique line and ramus in cases with missing right mandibular molars); and R1 -geometric center of mandibular ramus. 32 These ROIs were analyzed using an algorithm based on White and Rudolph 39 study.…”
Section: Evaluation Of Image Texture Parametersmentioning
confidence: 99%
“…20,21 Fractal analysis is a non-invasive imaging tool to obtain data regarding bone microarchitecture, and it has been used in several studies in the field of dentomaxillofacial radiology. [22][23][24][25][26][27][28][29] In endocrine pathologies, fractal analysis and other textural imaging tools (e.g., lacunarity and morphologic aspects) have been proposed to evaluate osteoporosis, 19,[30][31][32] osteogenesis imperfecta, 33 hyperparathyroidism, 34 chronic renal failure, 35 sickle cell anemia, 36 and diabetes mellitus. 37 To date, there are no published reports evaluating these parameters in panoramic radiographs of SSH individuals.…”
Section: Introductionmentioning
confidence: 99%