VOIDD: automatic vessel of intervention dynamic detection in PCI procedures

Ketan Bacchuwar 1, 2 Jean Cousty 2 Régis Vaillant 1 Laurent Najman 2
1 GE Healthcare - General Electric Medical Systems [Buc]
2 LIGM - Laboratoire d'Informatique Gaspard-Monge
Abstract : In this article, we present the work towards improving the overall workflow of the Percutaneous Coronary Interventions (PCI) procedures by capacitating the imaging instruments to precisely monitor the steps of the procedure. In the long term, such capabilities can be used to optimize the image acquisition to reduce the amount of dose or contrast media employed during the procedure. We present the automatic VOIDD algorithm to detect the vessel of intervention which is going to be treated during the procedure by combining information from the vessel image with contrast agent injection and images acquired during guidewire tip navigation. Due to the robust guidewire tip segmentation method, this algorithm is also able to automatically detect the sequence corresponding to guidewire navigation. We present an evaluation methodology which characterizes the correctness of the guide wire tip detection and correct identification of the vessel navigated during the procedure. On a dataset of 2213 images from 8 sequences of 4 patients, VOIDD identifies vessel-of-intervention with accuracy in the range of 88% or above and absence of tip with accuracy in range of 98% or above depending on the test case.
Keywords : Interventional cardiology PCI procedure modeling Image fusion coronary roadmap
Type de document :
Communication dans un congrès
CVII-Stent Workshop MICCAI 2017, Sep 2017, Quebec City, Canada. 26 (6), pp.136 - 157, 2009, 〈10.1109/MSP.2009.934154〉
Liste complète des métadonnées

Littérature citée [10 références]  Voir  Masquer  Télécharger
https://hal-upec-upem.archives-ouvertes.fr/hal-01615465
Contributeur : Ketan Bacchuwar <>
Soumis le : jeudi 12 octobre 2017 - 14:11:16
Dernière modification le : jeudi 5 juillet 2018 - 14:25:24

Fichiers

VOIDD_BACCHUWAR_2017_HAL.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

Collections

UPEC-UPEM | ENPC | PARISTECH | LIGM | LIGM_A3SI | ESIEE-PARIS

Citation

Ketan Bacchuwar, Jean Cousty, Régis Vaillant, Laurent Najman. VOIDD: automatic vessel of intervention dynamic detection in PCI procedures. CVII-Stent Workshop MICCAI 2017, Sep 2017, Quebec City, Canada. 26 (6), pp.136 - 157, 2009, 〈10.1109/MSP.2009.934154〉. 〈hal-01615465〉

Exporter

BibTeX TEI DC DCterms EndNote

Partager

Métriques

Consultations de la notice

201

Téléchargements de fichiers

29

Contact

support.ccsd.cnrs.fr
hal.support@ccsd.cnrs.fr
Logo CCSD