Title :
Automatic image-based retrospective gating of interventional cardiac X-ray images
Author :
Panayiotou, M. ; King, A.P. ; YingLiang Ma ; Rinaldi, C. Aldo ; Gill, Jaswinder ; Cooklin, Michael ; O´Neil, M. ; Rhode, Kawal S.
Author_Institution :
Div. of Imaging Sci. & Biomed. Eng., King´s Coll. London, London, UK
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Gating of X-ray fluoroscopy images is required for catheter reconstruction for registration of pre-procedural images with fluoroscopy for guidance and biophysical modelling. We propose a novel and clinically useful retrospective method for automatic image-based cardiac and respiratory motion gating. The technique is based on tracking and statistical analysis of the shape of the coronary sinus catheter. We applied our method on five mono-plane imaging sequences comprising a total of 322 frames from five different patients undergoing radiofrequency ablation for the treatment of atrial fibrillation. We established systole, end-inspiration and end-expiration gating with success rates of 100%, 89.47% and 81.25% respectively.
Keywords :
cardiology; catheters; diagnostic radiography; image registration; medical image processing; statistical analysis; X-ray fluoroscopy images; atrial fibrillation; automatic image based retrospective gating; biophysical modelling; cardiac motion gating; catheter reconstruction; coronary sinus catheter; end-expiration gating; end-inspiration gating; interventional cardiac X-ray images; monoplane imaging sequence; preprocedural image registration; radiofrequency ablation; respiratory motion gating; statistical analysis; systole gating; tracking; Biological system modeling; Biomedical imaging; Catheters; Electrodes; Image reconstruction; Logic gates; Principal component analysis; Atrial Fibrillation; Catheter Ablation; Fluoroscopy; Humans; Pattern Recognition, Automated; Radiographic Image Interpretation, Computer-Assisted; Radiography, Interventional; Reproducibility of Results; Respiratory-Gated Imaging Techniques; Retrospective Studies; Sensitivity and Specificity; Treatment Outcome;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6347108