Varacallo MA, Fox EJ (2014) Osteoporosis and Its Complications. Med Clin North Am 98:817–831. https://doi.org/10.1016/j.mcna.2014.03.007

Article  PubMed  Google Scholar 

Kanis JA, Adachi JD, Cooper C, Clark P, Cummings SR, Diaz-Curiel M, Harvey N, Hiligsmann M, Papaioannou A, Pierroz DD, Silverman SL, Szulc P (2013) The Epidemiology and Quality of Life Working Group of IOF: Standardising the descriptive epidemiology of osteoporosis: recommendations from the Epidemiology and Quality of Life Working Group of IOF. Osteoporos Int 24:2763–2764. https://doi.org/10.1007/s00198-013-2413-7

Article  CAS  PubMed  PubMed Central  Google Scholar 

Thomakos N, Liakatos T (2000) Diagnostic methods in osteoporosis. Arch Hell Med 17:146–151

Google Scholar 

Drozdzowska B, Pluskiewicz W, Tarnawska B (2002) Panoramic-based mandibular indices in relation to mandibular bone mineral density and skeletal status assessed by dual energy X-ray absorptiometry and quantitative ultrasound. Dentomaxillofacial Radiol 31:361–367. https://doi.org/10.1038/sj.dmfr.4600729

Article  CAS  Google Scholar 

Watson EL, Katz RV, Adelezzi R, Gift HC, Dunn SM (1995) The measurement of mandibular cortical bone height in osteoporotic vs. non-osteoporotic postmenopausal women. Spec. Care Dentist. 15:124–128. https://doi.org/10.1111/j.1754-4505.1995.tb00494.x

Article  CAS  PubMed  Google Scholar 

Carmo JZB, de Medeiros SF (2017) Mandibular Inferior Cortex Erosion on Dental Panoramic Radiograph as a Sign of Low BoneMineral Density in Postmenopausal Women. Rev Bras Ginecol E Obstetrícia 39:663–669. https://doi.org/10.1055/s-0037-1606622

Article  Google Scholar 

Kato CN, Tavares NP, Barra SG, Amaral TM, Brasileiro CB, Abreu LG, Mesquita RA (2019) Digital panoramic radiography and cone-beam CT as ancillary tools to detect low bone mineral density in post-menopausal women. Dentomaxillofacial Radiol 48:20180254. https://doi.org/10.1259/dmfr.20180254

Article  Google Scholar 

Popić B, Holik D, Kopić V, Dinjar K, Milostić-Srb A, Nujić D, Dželalija B (2021) The Radiomorphometric Indices of the Mandible as a Screening Method for Early Detection of Osteoporosis in Postmenopausal Women. Coll Antropol 45:31–37. https://doi.org/10.5671/ca.45.1.4

Article  Google Scholar 

White S, Taguchi A, Kao D, Wu S, Service SK, Yoon D, Suei Y, Nakamoto T, Tanimoto K (2005) Clinical and panoramic predictors of femur bone mineral density. Osteoporos Int 16:339–346. https://doi.org/10.1007/s00198-004-1692-4

Article  PubMed  Google Scholar 

Çakur B, Dagistan S, Şahin A, Harorli A, Yilmaz A (2009) Reliability of mandibular cortical index and mandibular bone mineral density in the detection of osteoporotic women. Dentomaxillofacial Radiol 38:255–261. https://doi.org/10.1259/dmfr/22559806

Article  Google Scholar 

Devlin H, Horner K (2002) Mandibular Radiomorphometric Indices in the Diagnosis of Reduced Skeletal Bone Mineral Density. Osteoporos Int 13:373–378. https://doi.org/10.1007/s001980200042

Article  CAS  PubMed  Google Scholar 

Vlasiadis KZ, Damilakis J, Velegrakis GA, Skouteris CA, Fragouli I, Goumenou A, Matalliotakis J, Koumantakis EE (2008) Relationship between BMD, dental panoramic radiographic findings and biochemical markers of bone turnover in diagnosis of osteoporosis. Maturitas 59:226–233. https://doi.org/10.1016/j.maturitas.2008.01.006

Article  CAS  PubMed  Google Scholar 

Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, Shamseer L, Tetzlaff JM, Akl EA, Brennan SE, Chou R, Glanville J, Grimshaw JM, Hróbjartsson A, Lalu MM, Li T, Loder EW, Mayo-Wilson E, McDonald S, McGuinness LA, Stewart LA, Thomas J, Tricco AC, Welch VA, Whiting P, Moher D (2021) The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. Int J Surg 88:105906. https://doi.org/10.1016/j.ijsu.2021.105906

Article  PubMed  Google Scholar 

Whiting PF, Rutjes AWS, Westwood ME, Mallett S, Deeks JJ, Reitsma JB, Leeflang MMG, Sterne JAC, Bossuyt PMM (2011) QUADAS-2: A Revised Tool for the Quality Assessment of Diagnostic Accuracy Studies. Ann Intern Med 155:529–536. https://doi.org/10.7326/0003-4819-155-8-201110180-00009

Article  PubMed  Google Scholar 

Calciolari E, Donos N, Park JC, Petrie A, Mardas N (2015) Panoramic Measures for Oral Bone Mass in Detecting Osteoporosis: A Systematic Review and Meta-Analysis. J Dent Res 94:17S-27S. https://doi.org/10.1177/0022034514554949

Article  CAS  PubMed  PubMed Central  Google Scholar 

R Core Team: R (2023) A language and environment for statistical computing. https://www.R-project.org/. Accessed 25 Aug 2023

Çakur B, Şahin A, Dagistan S, Altun O, Çaglayan F, Miloglu Ö, Harorli A (2008) Dental Panoramic Radiography in the Diagnosis of Osteoporosis. J Int Med Res 36:792–799. https://doi.org/10.1177/147323000803600422

Article  PubMed  Google Scholar 

Camargo AJ, Cortes ARG, Aoki EM, Baladi MG, Arita ES, Watanabe PCA (2017) Diagnostic performance of fractal dimension and radiomorphometric indices from digital panoramic radiographs for screening low bone mineral density. Braz. J Oral Sci 15:131. https://doi.org/10.20396/bjos.v15i2.8648764

Article  Google Scholar 

Dagistan S, Bilge O (2010) Comparison of antegonial index, mental index, panoramic mandibular index and mandibular cortical index values in the panoramic radiographs of normal males and male patients with osteoporosis. Dentomaxillofacial Radiol 39:290–294. https://doi.org/10.1259/dmfr/46589325

Article  CAS  Google Scholar 

Leite AF, de Souza Figueiredo PT, Guia CM, Melo NS, de Paula AP (2010) Correlations between seven panoramic radiomorphometric indices and bone mineral density in postmenopausal women. Oral Surg Oral Med Oral Pathol Oral Radiol Endodontology. 109:449–456. https://doi.org/10.1016/j.tripleo.2009.02.028

Article  Google Scholar 

Leite AF, de Souza Figueiredo PT, Ramos Barra F, de Santos MN, de Paula AP (2011) Relationships between mandibular cortical indexes, bone mineral density, and osteoporotic fractures in Brazilian men over 60 years old. Oral Surg Oral Med. Oral Pathol Oral Radiol Endodontology 112:648–656. https://doi.org/10.1016/j.tripleo.2011.06.014

Article  Google Scholar 

Grgić O, Kovačev-Zavišić B, Veljović T, Novaković-Paro J, Maravić T, Bajkin B (2017) The influence of bone mineral density and bisphosphonate therapy on the determinants of oral health and changes on dental panoramic radiographs in postmenopausal women. Clin Oral Investig 21:151–157. https://doi.org/10.1007/s00784-016-1767-6

Article  PubMed  Google Scholar 

Gulsahi A, Özden Ş, İlker Cebeci A, Ozlem Kucuk N, Paksoy CS, Genc Y (2009) The relationship between panoramic radiomorphometric indices and the femoral bone mineral density of edentulous patients. Oral Radiol 25:47–52. https://doi.org/10.1007/s11282-009-0015-z

Article  Google Scholar 

Gulsahi A, Paksoy C, Ozden S, Kucuk N, Cebeci A, Genc Y (2010) Assessment of bone mineral density in the jaws and its relationship to radiomorphometric indices. Dentomaxillofacial Radiol 39:284–289. https://doi.org/10.1259/dmfr/20522657

Article  CAS  Google Scholar 

Horner K, Devlin H (1998) The relationship between mandibular bone mineral density and panoramic radiographic measurements. J Dent 26:337–343. https://doi.org/10.1016/S0300-5712(97)00020-1

Article  CAS  PubMed  Google Scholar 

Horner K, Karayianni K, Mitsea A, Berkas L, Mastoris M, Jacobs R, Lindh C, van der Stelt P, Marjanovic E, Adams J, Pavitt S, Devlin H (2007) The Mandibular Cortex on Radiographs as a Tool for Osteoporosis Risk Assessment: The OSTEODENT Project. J Clin Densitom 10:138–146. https://doi.org/10.1016/j.jocd.2007.02.004

Article  PubMed  Google Scholar 

Khatoonabad MJ, Aghamohammadzade N, Taghilu H, Esmaeili F, Khamnei HJ (2011) Relationship Among Panoramic Radiography Findings, Biochemical Markers of Bone Turnover and Hip BMD in the Diagnosis of Postmenopausal Osteoporosis. Iran J Radiol 8:23–28

Google Scholar 

Khojastehpour L, Afsa M, Dabbaghmanesh M (2011) Evaluation of correlation between width and morphology of mandibular inferior cortex in digital panoramic radiography and postmenopausal osteoporosis. Iran Red Crescent Med J 13(3):181–186

Kim O-S, Shin M-H, Song I-H, Lim I-G, Yoon S-J, Kim O-J, Lee Y-H, Kim Y-J, Chung H-J (2016) Digital panoramic radiographs are useful for diagnosis of osteoporosis in Korean postmenopausal women. Gerodontology 33:185–192. https://doi.org/10.1111/ger.12134

Article  PubMed  Google Scholar 

Vlasiadis KZ, Skouteris CA, Velegrakis GA, Fragouli I, Neratzoulakis JM, Damilakis J, Koumantakis EE (2007) Mandibular radiomorphometric measurements as indicators of possible osteoporosis in postmenopausal women. Maturitas 58:226–235. https://doi.org/10.1016/j.maturitas.2007.08.014

Article  PubMed  Google Scholar 

Mansour S, Khan EA, AlGhamdi AST, Javed F, Marzouk H (2013) Panoramic Radiomorphometric Indices as Reliable Parameters in Predicting Osteoporosis. Am J Med Sci 346:473–478. https://doi.org/10.1097/MAJ.0b013e3182972148

Article  PubMed  Google Scholar 

Marandi S, Bagherpour A, Imanimoghaddam , Hatef M, Haghighi A (2010) Panoramic-based mandibular indices and bone mineral density of femoral neck and lumbar vertebrae in women. J Dent (Tehran) 7(2):98–106

Munhoz L, Aoki EM, Cortes ARG, de Freitas CF, Arita ES (2018) Osteoporotic alterations in a group of different ethnicity Brazilian postmenopausal women: An observational study. Gerodontology 35:101–109. https://doi.org/10.1111/ger.12322

Article  PubMed  Google Scholar 

Munhoz L, Choi IGG, Miura DK, Watanabe PCA, Arita ES (2020) Bone mineral density and mandibular osteoporotic alterations in panoramic radiographs: Correlation by peripheral bone densitometry in men. Indian J Dent Res 31:457. https://doi.org/10.4103/ijdr.IJDR_440_18

Article  PubMed  Google Scholar 

Navabi N, Motaghi R, Rezazadeh M, Balooch H (2018) Relationship between Two Panoramic Radiography Indices and Bone Mineral Density of Postmenopausal Women with Osteopenia and Osteoporosis. J Dent Shiraz Univ Med Sci 19(3):181–188

Google Scholar 

Pallagatti S, Parnami P, Sheikh S, Gupta D (2017) Efficacy of Panoramic Radiography in the Detection of Osteoporosis in Post-Menopausal Women When Compared to Dual Energy X-Ray Absorptiometry. Open Dent J 11:350–359. https://doi.org/10.2174/1874210601711010350

Article  PubMed  PubMed Central  Google Scholar 

Savic Pavicin I, Dumancic J, Jukic T, Badel T, Badanjak A (2014) Digital orthopantomograms in osteoporosis detection: mandibular density and mandibular radiographic indices as skeletal BMD predictors. Dentomaxillofacial Radiol 43:20130366. https://doi.org/10.1259/dmfr.20130366

Article  CAS  Google Scholar 

Singh SV, Aggarwal H, Gupta V, Kumar P, Tripathi A (2016) Measurements in Mandibular Pantomographic X-rays and Relation to Skeletal Mineral Densitometric Values. J Clin Densitom 19:255–261. https://doi.org/10.1016/j.jocd.2015.03.004

Article  PubMed  Google Scholar