全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

Accuracy of Patient Age Estimation from Frontal Chest Radiographs of Adult Patients

DOI: 10.4236/ojrad.2022.122005, PP. 37-48

Keywords: Age Estimation, Chest Radiography, Radiology Residents

Full-Text   Cite this paper   Add to My Lib

Abstract:

Objective: The objective of this study is to evaluate the accuracy of patient age estimation from frontal chest radiographs of adult patients. Methods: 195 posterior-anterior chest radiographs without significant abnormalities were shown to 5 staff radiologists and 6 radiology residents, who were asked to provide their estimates of patient age to the nearest decade. Real patient age distribution ranged from 16 to 91 years of age. Results: On average, correct estimate of patient age decade was made in 22% of cases. Staff radiologists were overall more accurate in their estimations compared to residents. Best accuracy was achieved by the radiologist with the most years of clinical experience, however overall accuracy did not tend to correlate with number of years in practice for staff, nor years of post-graduate training for residents. Overall, patient age was most often overestimated. The least accurate estimates were made for patients younger than 20 years and older than 90. Best accuracy was seen for patients between 50 and 70 years of age. For patients between 20 and 90 years of age, overall estimates were within 11 - 15 years of their true age. There was no significant difference in accuracy of age estimation between radiographs of women and men. Conclusions: Average rate of correct age estimation to the nearest decade from normal frontal chest radiographs in our study was 22%. Staff radiologists were more accurate than radiology residents. Best estimates were made for middle-aged patients, and worst for extremes of age.

References

[1]  Pennsylvania Patient Safety Authority (2011) Pennsylvania Patient Safety Advisory, Applying the Universal Protocol to Improve Patient Safety in Radiology. ECRI Institute, 8, 63-69.
[2]  Greulich, W.W. and Pyle, S.I. (1959) Radiographic Atlas of Skeletal Development of the Hand and Wrist. 2nd Edition, Stanford University Press, Stanford.
https://doi.org/10.1097/00000441-195909000-00030
[3]  Mughal, A., Hassan, N. and Ahmed, A. (2014) Bone Age Assessment Methods: A Critical Review. Pakistan Journal of Medical Sciences, 30, 211–215.
https://doi.org/10.12669/pjms.301.4295
[4]  McLaughlin, M.A. (2001) The Aging Heart. State-of-the-Art Prevention and Management of Cardiac Disease. Geriatrics, 56, 45-49.
[5]  Karargyris, A., Kashyap, S., Wu, J.T., Sharma, A., Moradi, M. and Syeda-Mahmood, T. (2014) Age Prediction Using a Large Chest X-Ray Dataset. IBM Research, Almaden.
[6]  Canal UGR (2007) New Technique to Determine the Age of Immigrant Minors through Ribs and Teeth—Canal UGR.
https://canal.ugr.es/prensa-y-comunicacion/medios-digitales/science-daily-eeuu/new-technique-to-determine-the-age-of-immigrant-minors-through-ribs-and-teeth-2/
[7]  Sabottke, C.F., Breaux, M.A. and Spieler, B.M. (2020) Estimation of Age in Unidentified Patients via Chest Radiography Using Convolutional Neural Network Regression. Emergency Radiology, 27, 463-468.
https://doi.org/10.1007/s10140-020-01782-5
[8]  Copley, S.J., Wells, A.U., Hawtin, K.E., Gibson, D.J., Hodson, J.M., Jacques, A.E., et al. (2009) Lung Morphology in the Elderly: Comparative Study of Subjects over 75 Years Old versus Those under 55 Years Old. Radiology, 251, 566-573.
https://doi.org/10.1148/radiol.2512081242
[9]  United Nations Scientific Committee on the Effects of Atomic Radiation (2000) Medical Radiation Exposures. United Nations Scientific Committee on the Effects of Atomic Radiation UNSCEAR 2000 Report to the General Assembly, with Scientific Annexes. Sources and Effects of Ionizing Radiation, Volume I: Sources. United Nations, New York.
[10]  Cardinale, L., Volpicelli, G., Lamorte, A., Martino, J. and Veltri, A. (2012) Revisiting Signs, Strengths and Weaknesses of Standard Chest Radiography in Patients of Acute Dyspnea in the Emergency Department. Journal of Thoracic Disease, 4, 398-407.
[11]  Hochhegger, B., Meirelles, G.S., Irion, K., Zanetti, G., Garcia, E., Moreira, J. and Marchiori, E. (2011) The Chest and Aging: Radiological Findings. Jornal Brasileiro de Pneumologia, 38, 656-665.
https://doi.org/10.1590/S1806-37132012000500016
[12]  Gross, B.H., Gerke, K.F., Shirazi, K.K., Whitehouse, W.M. and Bookstein, F.L. (1985) Estimation of Patient Age Based on Plain Chest Radiographs. Canadian Association of Radiologists Journal, 36, 141-143.
[13]  Schiavon, F., Nardini, S., Favat, M., Manfrin, P. and Chioatto, P. (1993) Radiology of normal chest structures in the elderly patient. Radiologia Medica, 86, 418-431.
[14]  Bafadhel, M., Umar, I., Gupta, S., Vimal Raj, J., Vara, D.D., Entwisle, J.J., et al. (2011) The Role of CT Scanning in Multidimensional Phenotyping of COPD. Chest, 140, 634-642.
https://doi.org/10.1378/chest.10-3007
[15]  Barreés, D., Durigon, M. and Paraire, F. (1989) Age Estimation from Quantitation of Features of “Chest Plate” X-Rays. Journal of Forensic Sciences, 34, 228-233.
https://doi.org/10.1520/JFS12626J
[16]  Zeleznik, J. (2003) Normative Aging of the Respiratory System. Clinics in Geriatric Medicine, 19, 1-18.
https://doi.org/10.1016/S0749-0690(02)00063-0
[17]  Jackson, W. (2020) Radiology Residency: How It’s Changing. Diagnostic Imaging.
https://www.diagnosticimaging.com/view/radiology-residency-how-its-changing

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133