A deep learning-based method for the diagnosis of vertebral fractures on spine MRI: retrospective training and validation of ResNet
Author:
Funder
E-Da Hospital
National Cancer Institute
Publisher
Springer Science and Business Media LLC
Subject
Orthopedics and Sports Medicine,Surgery
Link
https://link.springer.com/content/pdf/10.1007/s00586-022-07121-1.pdf
Reference29 articles.
1. Avellino AM, Mann FA, Grady MS et al (2005) The misdiagnosis of acute cervical spine injuries and fractures in infants and children: the 12-year experience of a level I pediatric and adult trauma center. Childs Nerv Syst 21:122–127. https://doi.org/10.1007/s00381-004-1058-4
2. Casez P, Uebelhart B, Gaspoz J-M, Ferrari S, Louis-Simonet M, Rizzoli R (2006) Targeted education improves the very low recognition of vertebral fractures and osteoporosis management by general internists. Osteoporos Int 7(7):965–970. https://doi.org/10.1007/s00198-005-0064-z
3. Goradia D, Blackmore CC, Talner LB, Bittles M, Meshberg E (2005) Predicting radiology resident errors in diagnosis of cervical spine fractures. Acad Radiol 12(7):888–893. https://doi.org/10.1016/j.acra.2005.04.004
4. Chung SW, Han SS, Lee JW et al (2018) Automated detection and classification of the proximal humerus fracture by using deep learning algorithm. Acta Orthop 89:468–473. https://doi.org/10.1080/17453674.2018.1453714
5. Zhou AL, Bonham LW, Verde F (2018) Comparative analysis of body radiologist to neuroradiologist evaluation of the spine in trauma settings. J Am Coll Radiol 15(12):1687–1691. https://doi.org/10.1016/j.jacr.2018.03.002
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