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Automatic Estimation of Coronary Blood Flow Velocity Step 1 for Developing a Tool to Diagnose Patients With Micro-Vascular Angina Pectoris
- Source :
- Frontiers in Cardiovascular Medicine, Frontiers in Cardiovascular Medicine, Vol 6 (2019)
- Publication Year :
- 2019
- Publisher :
- Frontiers, 2019.
-
Abstract
- Aim: Our aim was to automatically estimate the blood velocity in coronary arteries using cine X-ray angiographic sequence. Estimating the coronary blood velocity is a key approach in investigating patients with angina pectoris and no significant coronary artery disease. Blood velocity estimation is central in assessing coronary flow reserve. Methods and Results: A multi-step automatic method for blood flow velocity estimation based on the information extracted solely from the cine X-ray coronary angiography sequence obtained by invasive selective coronary catheterization was developed. The method includes (1) an iterative process of segmenting coronary arteries modeling and removing the heart motion using a non-rigid registration, (2) measuring the area of the segmented arteries in each frame, (3) fitting the measured sequence of areas with a 7◦ polynomial to find start and stop time of dye propagation, and (4) estimating the blood flow velocity based on the time of the dye propagation and the length of the artery-tree. To evaluate the method, coronary angiography recordings from 21 patients with no obstructive coronary artery disease were used. In addition, coronary flow velocity was measured in the same patients using a modified transthoracic Doppler assessment of the left anterior descending artery. We found a moderate but statistically significant correlation between flow velocity assessed by trans thoracic Doppler and the proposed method applying both Spearman and Pearson tests. Conclusion: Measures of coronary flow velocity using a novel fully automatic method that utilizes the information from the X-ray coronary angiographic sequence were statistically significantly correlated to measurements obtained with transthoracic Doppler recordings. publishedVersion
- Subjects :
- 0301 basic medicine
medicine.medical_specialty
lcsh:Diseases of the circulatory (Cardiovascular) system
kranspulsårer
coronary flow reserve
Cardiovascular Medicine
030204 cardiovascular system & hematology
Coronary artery disease
Angina
03 medical and health sciences
symbols.namesake
automatic segmentation
angina pectoris
0302 clinical medicine
Internal medicine
medicine
kransarterier
Original Research
business.industry
transthoracic doppler
Coronary flow reserve
X-ray angiography
Blood flow
hjerte- og karsykdommer
medicine.disease
Medical disciplines: 700::Clinical medical disciplines: 750::Cardiology: 771 [VDP]
Coronary arteries
blood flow velocity
image registration
030104 developmental biology
medicine.anatomical_structure
Flow velocity
lcsh:RC666-701
symbols
Cardiology
Cardiology and Cardiovascular Medicine
business
Doppler effect
coronary arteries
Artery
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Frontiers in Cardiovascular Medicine, Frontiers in Cardiovascular Medicine, Vol 6 (2019)
- Accession number :
- edsair.doi.dedup.....ab025bf6341c7ab45e216dc7b99b9664