An evaluation of statistical models for age estimation and the assessment of the 18-year threshold using conventional pelvic radiographs

•Fewer models have been used for age estimation according to the pelvic data.•Nine models were used for age estimation by the conventional pelvic radiographs.•The accuracy of assessment of 18-year threshold was over 92% and AUC was over 0.91.•The present method may be helpful for assessment of age a...

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Veröffentlicht in:	Forensic science international 2020-09, Vol.314, p.110350-110350, Article 110350
Hauptverfasser:	Fan, Fei, Dong, Xiaoai, Wu, Xuemei, Li, Rui, Dai, Xinhua, Zhang, Kui, Huang, Feijun, Deng, Zhenhua
Format:	Artikel
Sprache:	eng
Schlagworte:	Adolescent Adult Age Age determination Age Determination by Skeleton - methods Age estimation Asian Continental Ancestry Group Bayesian analysis Child China Chronology Classification Conventional radiographs Criminal law Decision trees Epiphyses - anatomy & histology Epiphyses - diagnostic imaging Epiphysis Error correction Ethnic Groups Evaluation Female Females Forensic Anthropology Forensic radiology Forensic science Forensic sciences Humans Iliac crest Ilium - anatomy & histology Ilium - diagnostic imaging Immigration Ionizing radiation Ischium - anatomy & histology Ischium - diagnostic imaging Juvenile delinquency Magnetic resonance imaging Male Males Mathematical models Methods Model accuracy Models, Statistical Ossification Osteogenesis Pelvis Radiation dosage Radiographs Radiography Regression analysis Regression models Statistical analysis Statistical models Support Vector Machine Support vector machines Young Adult
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