Automatic Myocardial Scar Segmentation from Multi-sequence Cardiac MRI Using Fully Convolutional Densenet with Inception and Squeeze-Excitation Module

Author(s):  
Tewodros Weldebirhan Arega ◽  
Stéphanie Bricq
Keyword(s):  
2009 ◽  
Vol 11 (S1) ◽  
Author(s):  
Gurjit Singh ◽  
Leonidas Tzogias ◽  
Mario Njeim ◽  
Milan V Pantelic ◽  
Khalid Nour ◽  
...  
Keyword(s):  

2021 ◽  
Vol 14 (3) ◽  
pp. e240626
Author(s):  
Amer Hussein Muhyieddeen ◽  
Miro Asadourian ◽  
Siri Kunchakarra ◽  
Ankit Rathod

Lipomatous metaplasia in chronic postmyocardial infarction scars is a common and underappreciated finding seen in histopathology and cardiac MRI. Evidence suggests that lipomatous metaplasia is capable of altering the electroconductivity of the myocardium leading to re-entry pathways that are implicated in the pathogenesis of postmyocardial infarction arrhythmogenesis. We report a case of a patient who presented with non-sustained ventricular tachycardia and was found to have lipomatous metaplasia of a prior myocardial infarct-related scar.


2008 ◽  
Vol 18 (12) ◽  
pp. 2756-2764 ◽  
Author(s):  
Peter Hunold ◽  
Parwis Massoudy ◽  
Claudia Boehm ◽  
Thomas Schlosser ◽  
Kai Nassenstein ◽  
...  

Circulation ◽  
2007 ◽  
Vol 116 (suppl_16) ◽  
Author(s):  
Satoshi Okayama ◽  
Shiro Uemura ◽  
Kenji Onoue ◽  
Yasuhiro Takemoto ◽  
Satoshi Somekawa ◽  
...  

Background: Cardiac MRI permits diagnosis with acute myocardial infarction (AMI) by detection of infarct-related myocardial edema (IRME) on black-blood T2-weighted images (T2WIs), and myocardial scar on delayed-enhanced images (DEs). Diffusion-weighted image (DWI) is an established method for detection of cerebral infarction edema, but few reports are available on detection of IRME. Objective: To detect IRME using DWIs, and compare the contrast-to-noise ratio (CNR) with T2WIs. Methods: Cardiac MRI was performed on a 1.5T scanner (SIEMENS Avanto, Erlangen, Germany) in 12 AMI patients within 14 days after successful reperfusion. T2WIs were acquired using a double inversion-recovery fast-spin echo sequence. DWIs were acquired using combined cardiac and respiratory gated single-shot echo-planar sequence with a b-value of 50 s/mm 2 . DEs were acquired using an inversion-recovery segmented gradient-echo sequence, fifteen minutes after administering 0.15 mmol/kg gadolinium-DTPA. CNR was calculated in the T2WIs and DWIs using the following formula: CNR = (signal intensity[ME]-signal intensity[M]) / SD(B), where ME = myocardial edema, M = myocardium, and SD(B) =standard deviation of background signal intensity. Results: IRME was detected on T2WIs, and myocardial scar on DEs in all patients. DWIs revealed an area of significantly increased signal intensity in the same region identified as IRME on T2WIs in all patients. The CNR of DWIs (78.9 ± 44.5) was significantly higher than those of T2WIs (31.5 ± 23.3) (p = 0.0001). Conclusion: Our findings indicate that low b-value DWI provides better contrast in infarct-related myocardial edema than T2WIs.


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