Super-resolution deep learning image reconstruction: image quality and myocardial homogeneity in coronary computed tomography angiography

被引：0
|
作者：
Chuluunbaatar Otgonbaatar [1 ]
Hyunjung Kim [2 ]
Pil-Hyun Jeon [3 ]
Sang-Hyun Jeon [3 ]
Sung-Jin Cha [3 ]
Jae-Kyun Ryu [3 ]
Won Beom Jung [2 ]
Hackjoon Shim [4 ]
Sung Min Ko [2 ]
机构：
[1] Seoul National University College of Medicine,Department of Radiology
[2] Canon Medical Systems Korea,Medical Imaging AI Research Center
[3] Wonju Severance Christian Hospital,Department of Radiology
[4] Yonsei University Wonju College of Medicine,CONNECT
[5] Korea Brain Research Institute (KBRI),AI Research Center
[6] Yonsei University College of Medicine,undefined
来源：
Journal of Cardiovascular Imaging | / 32卷 / 1期
关键词：
Coronary vessel; Multidetector computed tomography; Image reconstruction; Myocardium;
D O I：
10.1186/s44348-024-00031-4
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Super-Resolution Deep Learning Reconstruction for Improved Image Quality of Coronary CT Angiography
    Takafuji, Masafumi
    Kitagawa, Kakuya
    Mizutani, Sachio
    Hamaguchi, Akane
    Kisou, Ryosuke
    Iio, Kotaro
    Ichikawa, Kazuhide
    Izumi, Daisuke
    Sakuma, Hajime
    RADIOLOGY-CARDIOTHORACIC IMAGING, 2023, 5 (04):
  • [2] Deep learning image reconstruction algorithm: impact on image quality in coronary computed tomography angiography
    Domenico De Santis
    Tiziano Polidori
    Giuseppe Tremamunno
    Carlotta Rucci
    Giulia Piccinni
    Marta Zerunian
    Luca Pugliese
    Antonella Del Gaudio
    Gisella Guido
    Luca Barbato
    Andrea Laghi
    Damiano Caruso
    La radiologia medica, 2023, 128 : 434 - 444
  • [3] Deep learning image reconstruction algorithm: impact on image quality in coronary computed tomography angiography
    De Santis, Domenico
    Polidori, Tiziano
    Tremamunno, Giuseppe
    Rucci, Carlotta
    Piccinni, Giulia
    Zerunian, Marta
    Pugliese, Luca
    Del Gaudio, Antonella
    Guido, Gisella
    Barbato, Luca
    Laghi, Andrea
    Caruso, Damiano
    RADIOLOGIA MEDICA, 2023, 128 (04): : 434 - 444
  • [4] Improving image quality with super-resolution deep-learning-based reconstruction in coronary CT angiography
    Yasunori Nagayama
    Takafumi Emoto
    Yuki Kato
    Masafumi Kidoh
    Seitaro Oda
    Daisuke Sakabe
    Yoshinori Funama
    Takeshi Nakaura
    Hidetaka Hayashi
    Sentaro Takada
    Ryutaro Uchimura
    Masahiro Hatemura
    Kenichi Tsujita
    Toshinori Hirai
    European Radiology, 2023, 33 : 8488 - 8500
  • [5] Improving image quality with super-resolution deep-learning-based reconstruction in coronary CT angiography
    Nagayama, Yasunori
    Emoto, Takafumi
    Kato, Yuki
    Kidoh, Masafumi
    Oda, Seitaro
    Sakabe, Daisuke
    Funama, Yoshinori
    Nakaura, Takeshi
    Hayashi, Hidetaka
    Takada, Sentaro
    Uchimura, Ryutaro
    Hatemura, Masahiro
    Tsujita, Kenichi
    Hirai, Toshinori
    EUROPEAN RADIOLOGY, 2023, 33 (12) : 8488 - 8500
  • [6] Improving image quality and resolution of coronary arteries in coronary computed tomography angiography by using high-definition scans and deep learning image reconstruction
    Wang, Yiming
    Wang, Geliang
    Huang, Xin
    Zhao, Wenzhe
    Zeng, Qiang
    Li, Yanshou
    Guo, Jianxin
    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2023, 13 (05) : 2933 - 2940
  • [7] Exploring the impact of super-resolution deep learning on MR angiography image quality
    Hokamura, Masamichi
    Uetani, Hiroyuki
    Nakaura, Takeshi
    Matsuo, Kensei
    Morita, Kosuke
    Nagayama, Yasunori
    Kidoh, Masafumi
    Yamashita, Yuichi
    Ueda, Mitsuharu
    Mukasa, Akitake
    Hirai, Toshinori
    NEURORADIOLOGY, 2024, 66 (02) : 217 - 226
  • [8] Exploring the impact of super-resolution deep learning on MR angiography image quality
    Masamichi Hokamura
    Hiroyuki Uetani
    Takeshi Nakaura
    Kensei Matsuo
    Kosuke Morita
    Yasunori Nagayama
    Masafumi Kidoh
    Yuichi Yamashita
    Mitsuharu Ueda
    Akitake Mukasa
    Toshinori Hirai
    Neuroradiology, 2024, 66 : 217 - 226
  • [9] Validation of deep-learning image reconstruction for coronary computed tomography angiography: Impact on noise, image quality and diagnostic accuracy
    Benz, Dominik C.
    Benetos, Georgios
    Rampidis, Georgios
    von Felten, Elia
    Bakula, Adam
    Sustar, Aleksandra
    Kudura, Ken
    Messerli, Michael
    Fuchs, Tobias A.
    Gebhard, Catherine
    Pazhenkottil, Aju P.
    Kaufmann, Philipp A.
    Buechel, Ronny R.
    JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY, 2020, 14 (05) : 444 - 451
  • [10] Super-Resolution Reconstruction of Cytoskeleton Image Based on Deep Learning
    Hu Fen
    Lin Yang
    Hou Mengdi
    Hu Haofeng
    Pan Leiting
    Liu Tiegen
    Xu Jingjun
    ACTA OPTICA SINICA, 2020, 40 (24)
12345