Skip to main content
Top
Published in: International Journal of Legal Medicine 6/2013

01-11-2013 | Original Article

Image analysis of pubic bone for sex determination in a computed tomography sample

Authors: Manuel López-Alcaraz, Pedro Manuel Garamendi González, Inmaculada Alemán Aguilera, Miguel Botella López

Published in: International Journal of Legal Medicine | Issue 6/2013

Login to get access

Abstract

Radiology has demonstrated great utility for sex determination, but most studies are based in metrical and morphological methods in order to perform an identification profile. It is presented an easy image analysis-based method aimed to demonstrate the relationship between the bony tissue ultrastructure and sex by using several grey level histogram variables obtained from computed tomography images using sagittal sections of the pubic symphysis surface and the body of the pubis. The CT sample consisted of 169 hospital DICOM archives of known sex and age. The multivariate binary logistic regression models calculated showed reliabilities for sex determination between 87.4 and 95.8 %, with a high intra and inter-observer agreement. The suggested method is not only considered useful to perform an identification profile during Virtopsy, but even for application in further studies in order to attach a quantitative correlation for tissue ultrastructure characteristics without complex and expensive methods beyond image analysis.
Literature
1.
go back to reference Grabherr S, Cooper C, Ulrich-Bochsler S, Uldin T, Ross S, Oesterhelweg L, Bolliger S, Christe A, Schnyder P, Mangin P, Thali MJ (2009) Estimation of sex and age of “virtual skeletons”—a feasibility study. Eur Radiol 19:419–29PubMed Grabherr S, Cooper C, Ulrich-Bochsler S, Uldin T, Ross S, Oesterhelweg L, Bolliger S, Christe A, Schnyder P, Mangin P, Thali MJ (2009) Estimation of sex and age of “virtual skeletons”—a feasibility study. Eur Radiol 19:419–29PubMed
2.
go back to reference Franklin D, Cardini A, Flavel A, Kuliukas A (2012) The application of traditional and geometric morphometric analyses for forensic quantification of sexual dimorphism: preliminary investigations in a Western Australian population. Int J Leg Med 126:549–558 Franklin D, Cardini A, Flavel A, Kuliukas A (2012) The application of traditional and geometric morphometric analyses for forensic quantification of sexual dimorphism: preliminary investigations in a Western Australian population. Int J Leg Med 126:549–558
3.
go back to reference Ramsthaler F, Kettner M, Gehl A, Verhoff MA (2010) Digital forensic osteology: morphological sexing of skeletal remains using volume-rendered cranial CT scans. Forensic Sci Int 195:148–52PubMed Ramsthaler F, Kettner M, Gehl A, Verhoff MA (2010) Digital forensic osteology: morphological sexing of skeletal remains using volume-rendered cranial CT scans. Forensic Sci Int 195:148–52PubMed
4.
go back to reference Akansel G, Inan N, Kurtas O, Sarisoy HT, Arslan A, Demirci (2008) Gender and the lateral angle of the internal acoustic canal meatus as measured on computerized tomography of the temporal bone. Forensic Sci Int 178:93–95PubMed Akansel G, Inan N, Kurtas O, Sarisoy HT, Arslan A, Demirci (2008) Gender and the lateral angle of the internal acoustic canal meatus as measured on computerized tomography of the temporal bone. Forensic Sci Int 178:93–95PubMed
5.
go back to reference Masotti S, Succi-Leonelli E, Gualdi-Russo E (2013) Cremated human remains: is measurement of the lateral angle of the meatus acusticus internus a reliable method of sex determination? Int J Leg Med. doi:10.1007/s00414-013-0822-y Masotti S, Succi-Leonelli E, Gualdi-Russo E (2013) Cremated human remains: is measurement of the lateral angle of the meatus acusticus internus a reliable method of sex determination? Int J Leg Med. doi:10.​1007/​s00414-013-0822-y
6.
go back to reference Uthman AT, Al-Rawi NH, Al-Naaimi AS, Al-Timimi JF (2011) Evaluation of maxillary sinus dimensions in gender determination using helical CT scanning. J Forensic Sci 56:403–08PubMed Uthman AT, Al-Rawi NH, Al-Naaimi AS, Al-Timimi JF (2011) Evaluation of maxillary sinus dimensions in gender determination using helical CT scanning. J Forensic Sci 56:403–08PubMed
7.
go back to reference Uysal S, Gokharman D, Kacar M, Tuncbilek I, Kosar U (2005) Estimation of sex by 3D CT measurements of the foramen magnum. J Forensic Sci 50:1310–14PubMed Uysal S, Gokharman D, Kacar M, Tuncbilek I, Kosar U (2005) Estimation of sex by 3D CT measurements of the foramen magnum. J Forensic Sci 50:1310–14PubMed
8.
go back to reference Biwasaka H, Aoki Y, Tanijiri T, Sato K, Fujita S, Yoshioka K, Tomabechi M (2009) Analyses of sexual dimorphism of contemporary Japanese using reconstructed three-dimensional CT images: curvature of the best-fit circle of the greater sciatic notch. Leg Med 11:S260–S262 Biwasaka H, Aoki Y, Tanijiri T, Sato K, Fujita S, Yoshioka K, Tomabechi M (2009) Analyses of sexual dimorphism of contemporary Japanese using reconstructed three-dimensional CT images: curvature of the best-fit circle of the greater sciatic notch. Leg Med 11:S260–S262
9.
go back to reference Robinson C, Eisma R, Morgan B, Jeffery A, Graham EA, Black S, Rutty GN (2008) Anthropological measurement of lower limb and foot bones using multi-detector computed tomography. J Forensic Sci 53:1289–95PubMed Robinson C, Eisma R, Morgan B, Jeffery A, Graham EA, Black S, Rutty GN (2008) Anthropological measurement of lower limb and foot bones using multi-detector computed tomography. J Forensic Sci 53:1289–95PubMed
10.
go back to reference Macaluso PJ Jr (2011) Sex discrimination from the glenoid cavity in black South Africans: morphometric analysis of digital photographs. Int J Leg Med 125:773–778 Macaluso PJ Jr (2011) Sex discrimination from the glenoid cavity in black South Africans: morphometric analysis of digital photographs. Int J Leg Med 125:773–778
11.
go back to reference Eshak GA, Ahmed HM, Abdel Gawad EA (2011) Gender determination from hand bones length and volume using multidetector computed tomography: a study in Egyptian people. J Forensic Leg Med 18:246–52PubMed Eshak GA, Ahmed HM, Abdel Gawad EA (2011) Gender determination from hand bones length and volume using multidetector computed tomography: a study in Egyptian people. J Forensic Leg Med 18:246–52PubMed
12.
go back to reference Kranioti EF, Nathena D, Michalodimitrakis M (2011) Sex estimation of the Cretan humerus: a digital radiometric study. Int J Legal Med 125:659–667PubMed Kranioti EF, Nathena D, Michalodimitrakis M (2011) Sex estimation of the Cretan humerus: a digital radiometric study. Int J Legal Med 125:659–667PubMed
13.
go back to reference Mahfouz M, Badawi A, Merkl B, Abdel Fatah EE, Pritchard E, Kesler K, Moore M, Jantz R, Jantz L (2007) Patella sex determination by 3D statistical shape models and nonlinear classifiers. Forensic Sci Int 173:161–70PubMed Mahfouz M, Badawi A, Merkl B, Abdel Fatah EE, Pritchard E, Kesler K, Moore M, Jantz R, Jantz L (2007) Patella sex determination by 3D statistical shape models and nonlinear classifiers. Forensic Sci Int 173:161–70PubMed
14.
go back to reference Torwalt CR, Hoppa RD (2005) A test of sex determination from measurements of chest radiographs. J Forensic Sci 50:758–90 Torwalt CR, Hoppa RD (2005) A test of sex determination from measurements of chest radiographs. J Forensic Sci 50:758–90
15.
go back to reference Ramadan SU, Türkmen N, Dolgun NA, Gökharman D, Menezes RG, Kacar M, Kosar U (2010) Sex determination from measurments of the sternum and fourth rib using multislice computed tomography of the chest. Forensic Sci Int 197:120.e1–120.e5 Ramadan SU, Türkmen N, Dolgun NA, Gökharman D, Menezes RG, Kacar M, Kosar U (2010) Sex determination from measurments of the sternum and fourth rib using multislice computed tomography of the chest. Forensic Sci Int 197:120.e1–120.e5
16.
go back to reference Dar G, Hershkovitz I (2006) Sacroiliac joint bridging: simple and reliable criteria for sexing the skeleton. J Forensic Sci 51:480–83PubMed Dar G, Hershkovitz I (2006) Sacroiliac joint bridging: simple and reliable criteria for sexing the skeleton. J Forensic Sci 51:480–83PubMed
17.
go back to reference May H, Peled N, Dar G, Cohen H, Abbas J, Medlej B, Hershkovitz I (2011) Hyperostosis frontalis interna: criteria for sexing and aging a skeleton. Int J Legal Med 125:669–73PubMed May H, Peled N, Dar G, Cohen H, Abbas J, Medlej B, Hershkovitz I (2011) Hyperostosis frontalis interna: criteria for sexing and aging a skeleton. Int J Legal Med 125:669–73PubMed
18.
go back to reference Rissech C, López-Costas O, Turbón D (2013) Humeral development from neonatal period to skeletal maturity—application in age and sex assessment. Int J Leg Med 127:201–212 Rissech C, López-Costas O, Turbón D (2013) Humeral development from neonatal period to skeletal maturity—application in age and sex assessment. Int J Leg Med 127:201–212
19.
go back to reference El-Barghouty N, Geroulakos G, Nicolaides A, Androulakis A, Bahal V (1995) Computer-assisted carotid plaque characterization. Eur J Vasc Endovasc Surg 9:389–93PubMed El-Barghouty N, Geroulakos G, Nicolaides A, Androulakis A, Bahal V (1995) Computer-assisted carotid plaque characterization. Eur J Vasc Endovasc Surg 9:389–93PubMed
20.
go back to reference El-Barghouty N, Nicolaides A, Bahal V, Geroulakos G, Androulakis A (1996) The identification of the high risk carotid plaque. Eur J Vasc Endovasc Surg 11:470–78PubMed El-Barghouty N, Nicolaides A, Bahal V, Geroulakos G, Androulakis A (1996) The identification of the high risk carotid plaque. Eur J Vasc Endovasc Surg 11:470–78PubMed
21.
go back to reference Batisse D, Giron F, Lévêque JL (2006) Capacitance imaging of the skin surface. Skin Res Technol 12:99–104PubMed Batisse D, Giron F, Lévêque JL (2006) Capacitance imaging of the skin surface. Skin Res Technol 12:99–104PubMed
22.
go back to reference Bittar-Cortez JA, Passeri LA, Bóscolo FN, Haiter-Neto F (2006) Comparison of hard tissue density changes around implants assessed in digitized conventional radiographs and subtraction images. Clin Oral Impl Res 17:560–64 Bittar-Cortez JA, Passeri LA, Bóscolo FN, Haiter-Neto F (2006) Comparison of hard tissue density changes around implants assessed in digitized conventional radiographs and subtraction images. Clin Oral Impl Res 17:560–64
23.
go back to reference Thali MJ, Yen K, Schweitzer W, Vock P, Boesch C, Ozdoba C, Schroth G, Ith M, Sonnenschein M, Doernhoefer T, Scheurer E, Plattner T, Dirnhofer R (2003) Virtopsy, a new imaging horizon in forensic pathology: virtual autopsy by postmortem multislice computed tomography (MSCT) and magnetic resonance imaging (MRI): a feasibility study. J Forensic Sci 48:386–403PubMed Thali MJ, Yen K, Schweitzer W, Vock P, Boesch C, Ozdoba C, Schroth G, Ith M, Sonnenschein M, Doernhoefer T, Scheurer E, Plattner T, Dirnhofer R (2003) Virtopsy, a new imaging horizon in forensic pathology: virtual autopsy by postmortem multislice computed tomography (MSCT) and magnetic resonance imaging (MRI): a feasibility study. J Forensic Sci 48:386–403PubMed
24.
go back to reference Thali MJ, Jackowsky C, Oesterhelweg L, Ross SG, Dirnhofer R (2007) VIRTOPSY: the Swiss virtual autopsy approach. Leg Med 9:100–04 Thali MJ, Jackowsky C, Oesterhelweg L, Ross SG, Dirnhofer R (2007) VIRTOPSY: the Swiss virtual autopsy approach. Leg Med 9:100–04
25.
go back to reference Yamakazi K, Shiotani S, Ohasi N, Doi M, Kikuchi K, Nagata C, Honda K (2006) Comparison between computed tomography (CT) and autopsy findings in cases of abdominal injury and disease. Forensic Sci Int 162:163–66 Yamakazi K, Shiotani S, Ohasi N, Doi M, Kikuchi K, Nagata C, Honda K (2006) Comparison between computed tomography (CT) and autopsy findings in cases of abdominal injury and disease. Forensic Sci Int 162:163–66
26.
go back to reference Yen K, Thali MJ, Aghayeb E, Jackowski C, Schweitzer W, Boesch C, Vock P, Dirnhofer R, Sonnenschein M (2005) Strangulation signs: initial correlation of MRI MSCT and forensic neck findings. J Magn Reson Imaging 22:501–10PubMed Yen K, Thali MJ, Aghayeb E, Jackowski C, Schweitzer W, Boesch C, Vock P, Dirnhofer R, Sonnenschein M (2005) Strangulation signs: initial correlation of MRI MSCT and forensic neck findings. J Magn Reson Imaging 22:501–10PubMed
27.
go back to reference Myers JC, Okoye MI, Kiple D, Kimmerle EH, Reinhard KJ (1999) Three-dimensional (3D) imaging in post-mortem examinations: elucidation and identification of cranial and facial fractures in victims of homicide utilizing 3D computerized imaging reconstruction techniques. Int J Legal Med 113:33–37PubMed Myers JC, Okoye MI, Kiple D, Kimmerle EH, Reinhard KJ (1999) Three-dimensional (3D) imaging in post-mortem examinations: elucidation and identification of cranial and facial fractures in victims of homicide utilizing 3D computerized imaging reconstruction techniques. Int J Legal Med 113:33–37PubMed
28.
go back to reference Jackowsky C, Thali MJ, Sonnenschein M, Aghayeb E, Yen K, Dirnhofer R (2005) Adipocere in postmortem imaging using multislice computed tomography (MSCT) and magnetic resonance imaging (MRI). Am J Forensic Med Pathol 26:360–64 Jackowsky C, Thali MJ, Sonnenschein M, Aghayeb E, Yen K, Dirnhofer R (2005) Adipocere in postmortem imaging using multislice computed tomography (MSCT) and magnetic resonance imaging (MRI). Am J Forensic Med Pathol 26:360–64
29.
go back to reference Dirnhofer R, Jackowsky C, Vock P, Potter K, Thali MJ (2006) Virtopsy: minimally invasive, imaging-guided virtual autopsy. Radiographics 26:1305–36PubMed Dirnhofer R, Jackowsky C, Vock P, Potter K, Thali MJ (2006) Virtopsy: minimally invasive, imaging-guided virtual autopsy. Radiographics 26:1305–36PubMed
30.
go back to reference Dedouit F, Telmon N, Guilbeau-Frugier C, Gainza D, Otal P, Joffre F, Rougé D (2007) Virtual autopsy and forensic identification—practical application: a report of one case. J Forensic Sci 52:960–64PubMed Dedouit F, Telmon N, Guilbeau-Frugier C, Gainza D, Otal P, Joffre F, Rougé D (2007) Virtual autopsy and forensic identification—practical application: a report of one case. J Forensic Sci 52:960–64PubMed
31.
go back to reference Thali MJ, Braun M, Buck U, Aghayeb E, Jackowsky C, Vock P, Sonnenschein M, Dirnhofer R (2005) Virtopsy—scientific documentation, reconstruction and animation in forensic: individual and real 3D data based geometric approach including optical body/object surface and radiological CT/MRI scanning. J Forensic Sci 50:428–42PubMed Thali MJ, Braun M, Buck U, Aghayeb E, Jackowsky C, Vock P, Sonnenschein M, Dirnhofer R (2005) Virtopsy—scientific documentation, reconstruction and animation in forensic: individual and real 3D data based geometric approach including optical body/object surface and radiological CT/MRI scanning. J Forensic Sci 50:428–42PubMed
33.
go back to reference Ballina García FJ (2002) Los factores de riesgo de la artrosis. In: Manual S.E.R, de la Artrosis (eds) Sociedad Española de Reumatología. IM&C, Madrid, pp 121–135 Ballina García FJ (2002) Los factores de riesgo de la artrosis. In: Manual S.E.R, de la Artrosis (eds) Sociedad Española de Reumatología. IM&C, Madrid, pp 121–135
34.
go back to reference Gelber AC, Hochberg MC, Mead LA, Wang NY, Wigley FM, Klag MJ (2000) Joint injury in young adults and risk for subsequent knee and hip osteoarthritis. Ann Intern Med 133:321–28PubMed Gelber AC, Hochberg MC, Mead LA, Wang NY, Wigley FM, Klag MJ (2000) Joint injury in young adults and risk for subsequent knee and hip osteoarthritis. Ann Intern Med 133:321–28PubMed
36.
go back to reference Gonzalez RC, Woods RE (2007) Digital image processing, 3rd edn. New Jersey, Prentice-Hall Gonzalez RC, Woods RE (2007) Digital image processing, 3rd edn. New Jersey, Prentice-Hall
37.
go back to reference Long B (2011) Fotografía digital, Edición 2011. Anaya Multimedia, Madrid Long B (2011) Fotografía digital, Edición 2011. Anaya Multimedia, Madrid
38.
go back to reference Sen D, Pal SK (2011) Automatic exact histogram specification for contrast enhancement and visual system based quantitative evaluation. IEEE Trans Image Process 20:1211–20PubMed Sen D, Pal SK (2011) Automatic exact histogram specification for contrast enhancement and visual system based quantitative evaluation. IEEE Trans Image Process 20:1211–20PubMed
39.
go back to reference García Pérez A (2008) Estadística aplicada: Conceptos básicos, 2ªth edn. Librería UNED, Madrid García Pérez A (2008) Estadística aplicada: Conceptos básicos, 2ªth edn. Librería UNED, Madrid
40.
go back to reference Batanero C, Tauber L, Sánchez MV (2001) Significado y comprensión de la distribución normal en un curso introductorio de análisis de datos. Quadrante 10:59–92 Batanero C, Tauber L, Sánchez MV (2001) Significado y comprensión de la distribución normal en un curso introductorio de análisis de datos. Quadrante 10:59–92
42.
go back to reference Pértega Díaz S, Pita Fernández S (2001) Métodos paramétricos para la comparación de medias: t de Student. Cad Aten Primaria 8:37–41 Pértega Díaz S, Pita Fernández S (2001) Métodos paramétricos para la comparación de medias: t de Student. Cad Aten Primaria 8:37–41
52.
go back to reference Engle RF (1984) Wald, likelihood ratio, and lagrange multiplier test in econometrics. In: Griliches Z, Intriligator MD (eds) Handbook of econometrics, 2nd edn. Elsevier, North Holland, pp 775–826 Engle RF (1984) Wald, likelihood ratio, and lagrange multiplier test in econometrics. In: Griliches Z, Intriligator MD (eds) Handbook of econometrics, 2nd edn. Elsevier, North Holland, pp 775–826
53.
go back to reference Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33:159–74PubMed Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33:159–74PubMed
54.
go back to reference Kemkes-Grottenhaler A (2005) Sex determination by discriminant analysis: an evaluation of the reliability of patella measurements. J Forensic Sci 147:129–33 Kemkes-Grottenhaler A (2005) Sex determination by discriminant analysis: an evaluation of the reliability of patella measurements. J Forensic Sci 147:129–33
55.
go back to reference Phenice TW (1969) A newly developed visual method of sexing the os pubis. Am J Phys Anthropol 30:297–301PubMed Phenice TW (1969) A newly developed visual method of sexing the os pubis. Am J Phys Anthropol 30:297–301PubMed
56.
go back to reference Brothwell DR (1987) Digging up bones: the excavation, treatment and study of human skeletal remains, 3rd edn. Cornell University, New York Brothwell DR (1987) Digging up bones: the excavation, treatment and study of human skeletal remains, 3rd edn. Cornell University, New York
57.
go back to reference Luo YC (1995) Sex determination from the pubis by discriminant function analysis. Forensic Sci Int 74:89–98PubMed Luo YC (1995) Sex determination from the pubis by discriminant function analysis. Forensic Sci Int 74:89–98PubMed
58.
go back to reference Yoldi A, Alemán I, Botella MC (2001) Funciones discriminantes del sexo a partir del ilion en una población mediterránea de sexo conocido. Rev Esp Antrop Biol 22:23–38 Yoldi A, Alemán I, Botella MC (2001) Funciones discriminantes del sexo a partir del ilion en una población mediterránea de sexo conocido. Rev Esp Antrop Biol 22:23–38
59.
go back to reference Robledo Acinas MM (2007) Determinación del sexo según el diámetro de la cabeza del radio. Rev Escuela Med Leg 6:43–51 Robledo Acinas MM (2007) Determinación del sexo según el diámetro de la cabeza del radio. Rev Escuela Med Leg 6:43–51
60.
go back to reference Dorado Fernández E, Santiago Sáez A, Miguel Moro JI (2007) Determinación antropológica del sexo a través del esternón. Rev Escuela Med Leg 6:27–42 Dorado Fernández E, Santiago Sáez A, Miguel Moro JI (2007) Determinación antropológica del sexo a través del esternón. Rev Escuela Med Leg 6:27–42
61.
go back to reference Patil KR, Mody RN (2005) Determination of sex by discriminant function analysis and stature by regression analysis: a lateral cephalometric study. Forensic Sci Int 147:175–80PubMed Patil KR, Mody RN (2005) Determination of sex by discriminant function analysis and stature by regression analysis: a lateral cephalometric study. Forensic Sci Int 147:175–80PubMed
62.
go back to reference Harma A, Karakas HM (2007) Determination of sex from the femur in Anatolian Caucasians: a digital radiological study. J Forensic Leg Med 14:190–94PubMed Harma A, Karakas HM (2007) Determination of sex from the femur in Anatolian Caucasians: a digital radiological study. J Forensic Leg Med 14:190–94PubMed
63.
go back to reference Abdel Moneim AW, Abdel Hady AR, Abdel Maaboud AR, Fathy HM, Hamed AM (2008) Identification of sex depending on radiological examination of foot and patella. Am J Forensic Med Pathol 29:136–40PubMed Abdel Moneim AW, Abdel Hady AR, Abdel Maaboud AR, Fathy HM, Hamed AM (2008) Identification of sex depending on radiological examination of foot and patella. Am J Forensic Med Pathol 29:136–40PubMed
64.
go back to reference Kranioti EF, Bastir M, Sánchez-Meseguer A, Rosas A (2009) A geometric-morphometric study of the Cretan humerus for sex identification. Forensic Sci Int 189:111.e1–111.e8 Kranioti EF, Bastir M, Sánchez-Meseguer A, Rosas A (2009) A geometric-morphometric study of the Cretan humerus for sex identification. Forensic Sci Int 189:111.e1–111.e8
65.
go back to reference Kranioti EF, Vorniotakis N, Galiatsou C, Iscan MY, Michalodimitrakis M (2009) Sex identification and software development using femoral head radiographs. Forensic Sci Int 189:113.e1–113.e7 Kranioti EF, Vorniotakis N, Galiatsou C, Iscan MY, Michalodimitrakis M (2009) Sex identification and software development using femoral head radiographs. Forensic Sci Int 189:113.e1–113.e7
66.
go back to reference Kharoshah MA, Almadani O, Ghaleb SS, Zaki MK, Fattah YA (2010) Sexual dimorphism of the mandible of a modern Egyptian population. J Forensic Leg Med 17:213–15PubMed Kharoshah MA, Almadani O, Ghaleb SS, Zaki MK, Fattah YA (2010) Sexual dimorphism of the mandible of a modern Egyptian population. J Forensic Leg Med 17:213–15PubMed
67.
go back to reference Helms CA, McCarthy S (1984) CT scanograms for measuring leg length discrepancy. Radiology 151:802PubMed Helms CA, McCarthy S (1984) CT scanograms for measuring leg length discrepancy. Radiology 151:802PubMed
68.
go back to reference Yu SB, Lee UY, Kwak DS, Ahn YW, Jin CZ, Zhao J, Sui HJ, Han SH (2008) Determination of sex for the 12th thoracic vertebra by morphometry of three-dimensional reconstructed vertebral models. J Forensic Sci 53:620–25PubMed Yu SB, Lee UY, Kwak DS, Ahn YW, Jin CZ, Zhao J, Sui HJ, Han SH (2008) Determination of sex for the 12th thoracic vertebra by morphometry of three-dimensional reconstructed vertebral models. J Forensic Sci 53:620–25PubMed
Metadata
Title
Image analysis of pubic bone for sex determination in a computed tomography sample
Authors
Manuel López-Alcaraz
Pedro Manuel Garamendi González
Inmaculada Alemán Aguilera
Miguel Botella López
Publication date
01-11-2013
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Legal Medicine / Issue 6/2013
Print ISSN: 0937-9827
Electronic ISSN: 1437-1596
DOI
https://doi.org/10.1007/s00414-013-0900-1

Other articles of this Issue 6/2013

International Journal of Legal Medicine 6/2013 Go to the issue