scholarly journals Fusion imaging of three‐dimensional echocardiographic speckle‐tracking with cardiac computed tomography for identification of myocardial ischemia

2021 ◽  
Vol 4 (2) ◽  
Author(s):  
Yoichi Takaya ◽  
Rie Nakayama ◽  
Nobuhisa Watanabe ◽  
Norihisa Toh ◽  
Toru Miyoshi ◽  
...  
2021 ◽  
Vol 13 (4) ◽  
pp. 101
Author(s):  
Alexandru Dorobanțiu ◽  
Valentin Ogrean ◽  
Remus Brad

The mesh-type coronary model, obtained from three-dimensional reconstruction using the sequence of images produced by computed tomography (CT), can be used to obtain useful diagnostic information, such as extracting the projection of the lumen (planar development along an artery). In this paper, we have focused on automated coronary centerline extraction from cardiac computed tomography angiography (CCTA) proposing a 3D version of U-Net architecture, trained with a novel loss function and with augmented patches. We have obtained promising results for accuracy (between 90–95%) and overlap (between 90–94%) with various network training configurations on the data from the Rotterdam Coronary Artery Centerline Extraction benchmark. We have also demonstrated the ability of the proposed network to learn despite the huge class imbalance and sparse annotation present in the training data.


2017 ◽  
Vol 23 (10) ◽  
pp. S80
Author(s):  
Moeko Suzuki ◽  
Teruyoshi Uetani ◽  
Jun Aono ◽  
Takayuki Nagai ◽  
Kazuhisa Nishimura ◽  
...  

2008 ◽  
Vol 23 (5) ◽  
pp. 366-369 ◽  
Author(s):  
Hiromitsu Hayashi ◽  
Fumitaka Hidaka ◽  
Tomonari Kiriyama ◽  
Hidetaka Sato ◽  
Ryo Takagi ◽  
...  

2009 ◽  
Vol 30 (13) ◽  
pp. 1565-1573 ◽  
Author(s):  
H.-J. Nesser ◽  
V. Mor-Avi ◽  
W. Gorissen ◽  
L. Weinert ◽  
R. Steringer-Mascherbauer ◽  
...  

2017 ◽  
Vol 38 (30) ◽  
pp. 2378-2378
Author(s):  
Ralph Stephan von Bardeleben ◽  
Walter Kasper-König ◽  
Efthemidis Sotiriou ◽  
Andres Beiras-Fernandez ◽  
Christian Friedrich Vahl ◽  
...  

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