Deep learning-based reconstruction can improve the image quality of low radiation dose head CT

被引:0
作者
Yasunori Nagayama
Koya Iwashita
Natsuki Maruyama
Hiroyuki Uetani
Makoto Goto
Daisuke Sakabe
Takafumi Emoto
Kengo Nakato
Shinsuke Shigematsu
Yuki Kato
Sentaro Takada
Masafumi Kidoh
Seitaro Oda
Takeshi Nakaura
Masahiro Hatemura
Mitsuharu Ueda
Akitake Mukasa
Toshinori Hirai
机构
[1] Kumamoto University,Department of Diagnostic Radiology, Graduate School of Medical Sciences
[2] Kumamoto University Hospital,Department of Central Radiology
[3] Kumamoto University,Department of Neurology, Graduate School of Medical Sciences
[4] Kumamoto University,Department of Neurosurgery, Graduate School of Medical Sciences
来源
European Radiology | 2023年 / 33卷
关键词
Computed tomography, X-ray; Deep learning; Cranial irradiation; Radiation protection;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:3253 / 3265
页数:12
相关论文
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[1]  
Powers WJ(2019)Guidelines for the early management of patients with acute ischemic stroke: 2019 update to the 2018 guidelines for the early management of acute ischemic stroke: a guideline for healthcare professionals from the American Heart Association/American Stroke Association Stroke 50 e344-e418
[2]  
Rabinstein AA(2021)2021 guideline for the prevention of stroke in patients with stroke and transient ischemic attack: a guideline from the American Heart Association/American Stroke Association Stroke 52 e364-e467
[3]  
Ackerson T(2019)Traumatic brain injury: imaging patterns and complications Radiographics 39 1571-1595
[4]  
Kleindorfer DO(1992)AAPM tutorial. CT image detail and noise Radiographics 12 1041-1046
[5]  
Towfighi A(1977)White and gray matter of the brain differentiated by computed tomography Radiology 122 699-702
[6]  
Chaturvedi S(2013)The risk of cataract associated with repeated head and neck CT studies: a nationwide population-based study AJR Am J Roentgenol 201 626-630
[7]  
Schweitzer AD(2011)Substantial radiation exposure for patients with subarachnoid hemorrhage J Stroke Cerebrovasc Dis 20 131-133
[8]  
Niogi SN(2015)State of the art: iterative CT reconstruction techniques Radiology 276 339-357
[9]  
Whitlow CT(2018)Basics of iterative reconstruction methods in computed tomography: a vendor-independent overview Eur J Radiol 109 147-154
[10]  
Tsiouris AJ(2019)The evolution of image reconstruction for CT-from filtered back projection to artificial intelligence Eur Radiol 29 2185-2195