scholarly journals Comparison of data mining algorithms for sex determination based on mastoid process measurements using cone-beam computed tomography

2020 ◽  
Vol 50 (4) ◽  
pp. 323
Author(s):  
Maryam Farhadian ◽  
Fatemeh Salemi ◽  
Abbas Shokri ◽  
Yaser Safi ◽  
Shahin Rahimpanah
2020 ◽  
Vol 24 (1) ◽  
Author(s):  
Fatemeh Salemi ◽  
Maryam Farhadian ◽  
Abbas Shokri ◽  
Yaser Safi ◽  
Shahin Rahimpanah

Objective: Sex determination is one of the most important parameters to identify in forensic science. Because the mastoid process is the most resistant to damage due to its position in the skull base, it can be used for sex determination. The purpose of this study was to measure the dimensions and convexity and internal angles of the mastoid process to present a model of sex determination in Iranian population. Material and methods: This study was performed on three-dimensional images of 190 Cone Beam Computed Tomography (CBCT) of 105 women and 85 men. On each CBCT the distance between the porion and the mastoid (PM), mastoid length (ML), the distance between the mastoidale and the mastoid incision (M-I), the mastoid height (MH), the mastoid width (MW), intermastoidale distance (IMD) the lateral surfaces of the left and right mastoids (IMLSD) and the Mastoid medial convergence angle (MMCA) was measured on both the right and the left. The data were analyzed by descriptive statistics, t-test, and discriminant function analysis. Results: Significant differences were found for all variables except MMCA and MF in both sex. All measured variables except MW were greater for men than women. The discriminant model achieved a total accuracy of 93.7%. Among the measured factors IMD and IMSLD had the most influence on sex determination. Conclusion: Measuring the dimensions of the mastoid process is a very good method for sex determination with high accuracy of 90%. KEYWORDS Discriminant model; Cone beam computed tomography (CBCT); Sex determination; Mastoid process.


Author(s):  
Özlem Okumuş

This study aimed to investigate the possibility of age and sex determination using bimastoid diameter with cone-beam computed tomography (CBCT). This retrospective study investigated 100 female and 100 male patients aged 18-83 years (mean age: 45.55±16.28 years). To measure bimastoid diameter, the appropriate image was chosen from sagittal, coronal, and axial images of CBCT in which the measurement points could be best detected. The distance between the points of the mastoid process was measured using three-dimensional coronal reconstruction. The mean bimastoid breadth was 106.12±6.22mm. The bimastoid diameter in male cases was higher than that in female cases (110.69±4.53mm vs. 101.65±4.00mm). There was no significant difference in bimastoid breadth with advancing age. For sex determination, morphometric measurements of bimastoid diameter ensured a high rate of dimorphism in the Turkish subpopulation. CBCT morphometric analysis may be reliable and convenient for evaluating sex and may be recommended to compare population data.


2021 ◽  
Vol 27 (3) ◽  
pp. 364-371
Author(s):  
Havva Ahsen ŞİMŞEK ◽  
Timur GÜLTEKİN ◽  
Burak BİLECENOĞLU ◽  
Mehmet Eray KOLSUZ ◽  
Cemal ATAKAN

Author(s):  
Havva Ahsen ŞİMŞEK ◽  
Timur GÜLTEKİN ◽  
Burak BİLECENOĞLU ◽  
Mehmet ERAY KOLSUZ ◽  
Cemal ATAKAN

2019 ◽  
Vol 10 (1) ◽  
pp. 69
Author(s):  
MohammadKhursheed Alam ◽  
AnasSalem Albalawi ◽  
Sudhakar Vundavalli ◽  
KiranKumar Ganji ◽  
Santosh Patil

2019 ◽  
Vol 1 (1) ◽  
pp. 16-18 ◽  
Author(s):  
Norafida Bahari ◽  
Nik Azuan Nik Ismail ◽  
Jegan Thanabalan ◽  
Ahmad Sobri Muda

In this article, we evaluate the effectiveness of Cone Beam Computed Tomography, through a case study, in assessing the complication of intracranial bleeding during an endovascular treatment of brain arteriovenous malformation when compared to Multislice-Detector Computed Tomography performed immediately after the procedure. The image quality of Cone Beam Computed Tomography has enough diagnostic value in differentiating between haemorrhage, embolic materials and the arteriovenous malformation nidus to facilitate physicians to decide for further management of the patient.


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