Deep learning versus iterative image reconstruction algorithm for head CT in trauma

被引:0
作者
Zlatan Alagic
Jacqueline Diaz Cardenas
Kolbeinn Halldorsson
Vitali Grozman
Stig Wallgren
Chikako Suzuki
Johan Helmenkamp
Seppo K. Koskinen
机构
[1] Karolinska University Hospital,Department of Diagnostic Radiology
[2] Department of Clinical Science,Department of Molecular Medicine and Surgery
[3] Intervention and Technology (CLINTEC),Department of Medical Physics and Nuclear Medicine
[4] Karolinska Institutet,undefined
[5] Karolinska University Hospital,undefined
来源
Emergency Radiology | 2022年 / 29卷
关键词
Image quality; Trauma; Head CT; Deep learning image reconstruction; Adaptive statistical iterative reconstruction-Veo;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:339 / 352
页数:13
相关论文
共 199 条
  • [1] Wintermark M(2015)Imaging evidence and recommendations for traumatic brain injury: Conventional neuroimaging techniques J Am Coll Radiol 12 e1-14
  • [2] Sanelli PC(2010)Subtle pathology detection with multidetector row coronal and sagittal CT reformations in acute head trauma Emerg Radiol 17 97-102
  • [3] Anzai Y(2019)Skull base-related lesions at routine head CT from the emergency department: pearls, pitfalls, and lessons learned Radiographics 39 1161-1182
  • [4] Tsiouris AJ(2012)The unique features of traumatic brain injury in children. Review of the characteristics of the pediatric skull and brain, mechanisms of trauma, patterns of injury, complications, and their imaging findings–part 2 J Neuroimaging 22 e18-41
  • [5] Whitlow CT(2016)Enhanced gray-white matter differentiation on non-enhanced CT using a frequency selective non-linear blending Neuroradiology 58 649-655
  • [6] Zacharia TT(2009)What are the basic concepts of temporal, contrast, and spatial resolution in cardiac CT? J Cardiovasc Comput Tomogr 3 403-408
  • [7] Nguyen DT(2019)Comparison of iterative model reconstruction versus filtered back-projection in pediatric emergency head CT: dose, image quality, and image-reconstruction times AJNR Am J Neuroradiol 40 866-871
  • [8] Bello HR(2014)Iterative reconstruction for head CT: effects on radiation dose and image quality Can J Neurol Sci 41 620-625
  • [9] Graves JA(2014)Acute intracranial hemorrhage in CT: benefits of sinogram-affirmed iterative reconstruction techniques AJNR Am J Neuroradiol 35 445-449
  • [10] Rohatgi S(2012)Iterative reconstruction in head CT: image quality of routine and low-dose protocols in comparison with standard filtered back-projection AJNR Am J Neuroradiol 33 218-224