Accuracy of Linear Measurements of Maxillary Sinus Dimensions in Gender Identification Using Machine Learning

被引：0

作者：

Al-Amodi, Abdullah ^{[1
]}

Kamel, Ibrahim ^{[1
]}

Al-Rawi, Natheer H. ^{[2
]}

Uthman, AsmaaT ^{[3
]}

Shetty, Shishir ^{[2
]}

机构：

[1] Univ Sharjah, Coll Comp Informat, Sharjah, U Arab Emirates

[2] Univ Sharjah, Coll Dent Med, Sharjah, U Arab Emirates

[3] Gulf Med Univ, Coll Dent, Ajman, U Arab Emirates

来源：

2021 14TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE) | 2021年

关键词：

Artificial intelligence; maxillary sinus; forensic medicine; gender identification; MULTIDETECTOR COMPUTED-TOMOGRAPHY;

D O I：

10.1109/DESE54285.2021.9719421

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Linear measurements of the maxillary sinus are useful for gender prediction. This variation could be used for forensic identification purposes in mass disasters. The study aims to evaluate the accuracy of the artificial intelligence-based technique in gender prediction using linear measurements of maxillary sinus from Cone Beam Computed Tomography CBCT scans.

引用

页码：407 / 412

页数：6

共 31 条

[1] Concha bullosa, nasal septal deviation, and their impacts on maxillary sinus volume among Emirati people: A cone-beam computed tomography study
Al-Rawi, Natheer H.
Uthman, Asmaa T.
Abdulhameed, Elaf
Al Nuaimi, Ahmed S.
Seraj, Zahra
[J]. IMAGING SCIENCE IN DENTISTRY, 2019, 49 (01) : 45 - 51
[2] Sex identification in Egyptian population using Multidetector Computed Tomography of the maxillary sinus
Amin, Mohammed F.
Hassan, Eman I.
[J]. JOURNAL OF FORENSIC AND LEGAL MEDICINE, 2012, 19 (02) : 65 - 69
[3] Artificial intelligence for sex determination of skeletal remains: Application of a deep learning artificial neural network to human skulls
Bewes, James
Low, Andrew
Morphett, Antony
Pate, F. Donald
Henneberg, Maciej
[J]. JOURNAL OF FORENSIC AND LEGAL MEDICINE, 2019, 62 : 40 - 43
[4] builtin, STEP BY STEP EXPLANA
[5] Dahiya S., 2020, Int. J. Adv. Trends Comput. Sci. Eng, V9, P2138, DOI [10.30534/ijatcse/2020/188922020, DOI 10.30534/IJATCSE/2020/188922020]
[6] developers, K MEANS ADVANTAGES D
[7] The Use of Maxillary Sinus Dimensions in Gender Determination: A Thin-Slice Multidetector Computed Tomography Assisted Morphometric Study
Ekizoglu, Oguzhan
Inci, Ercan
Hocaoglu, Elif
Sayin, Ibrahim
Kayhan, Fatma Tulin
Can, Ismail Ozgur
[J]. JOURNAL OF CRANIOFACIAL SURGERY, 2014, 25 (03) : 957 - 960
[8] Clustering by passing messages between data points
Frey, Brendan J.
Dueck, Delbert
[J]. SCIENCE, 2007, 315 (5814) : 972 - 976
[9] github, K MEANS CLUSTER ANAL
[10] jakevdp, DEPTH GAUSSIAN MIXTU

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