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Erschienen in: International Journal of Computer Assisted Radiology and Surgery 8/2018

17.03.2018 | Original Article

Decision support system for the planning of minimally invasive aortic valve replacement surgery

verfasst von: Hui Li, Miguel Castro, Pascal Haigron, Jean-Philippe Verhoye, Vito Giovanni Ruggieri

Erschienen in: International Journal of Computer Assisted Radiology and Surgery | Ausgabe 8/2018

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Abstract

Purpose

Minimally invasive aortic valve replacement (MIAVR) procedures remain more complex and technically challenging compared to conventional full sternotomy surgery. This technique involves a restricted surgical field and a limited workspace, which is, at present, strictly reserved for the most experienced surgeons. The MIAVR clinical outcomes are strongly dependent on the appropriate choice of the thoracic incision. This work presents a decision support system to optimize, through an interactive visualization interface, the exposure of the target structure in a limited field of view.

Methods

Our approach is based on the computation of relevant anatomical measurements from preoperative CT images, and it takes into account the surgical guidelines in order to propose the surgical access that best fits the patient’s morphology.

Results

The proposed planning system was applied and tested on 30 datasets from patients affected by severe aortic stenosis for validation purposes. We evaluated the accuracy of the automatic detections and the measurements calculated by the system with those chosen manually by the expert.

Conclusions

In 87% of thirty cases, the surgical strategy proposed by the decision support system was correct. For the remaining cases, the graphical user interface (GUI) allowed the user to manually adjust the anatomical features.
Literatur
1.
Zurück zum Zitat Walther T, Falk V, Mohr FW (2006) Minimally invasive surgery for valve disease. Curr Probl Cardiol 31(6):399–437CrossRefPubMed Walther T, Falk V, Mohr FW (2006) Minimally invasive surgery for valve disease. Curr Probl Cardiol 31(6):399–437CrossRefPubMed
2.
Zurück zum Zitat Glauber M, Ferrarini M, Miceli A (2015) Minimally invasive aortic valve surgery: state of the art and future directions. Ann Thorac Surg 4(1):26–32 Glauber M, Ferrarini M, Miceli A (2015) Minimally invasive aortic valve surgery: state of the art and future directions. Ann Thorac Surg 4(1):26–32
3.
Zurück zum Zitat Moscoso M, Rastan A (2015) Complications and conversions in minimally invasive aortic valve surgery. Ann Cardiothorac Surg 4(1):94–98 Moscoso M, Rastan A (2015) Complications and conversions in minimally invasive aortic valve surgery. Ann Cardiothorac Surg 4(1):94–98
4.
Zurück zum Zitat Loor G, Roselli E (2015) Imaging and minimally invasive aortic valve replacement. Ann Cardiothorac Surg 4(1):62–66PubMedPubMedCentral Loor G, Roselli E (2015) Imaging and minimally invasive aortic valve replacement. Ann Cardiothorac Surg 4(1):62–66PubMedPubMedCentral
5.
Zurück zum Zitat Ammar R, Porat E, Eisenberg D, Uretzky G (1998) Utility of spiral CT in minimally invasive approach for aortic valve replacement. Eur J Cardiothorac Surg Suppl 1:130–133CrossRef Ammar R, Porat E, Eisenberg D, Uretzky G (1998) Utility of spiral CT in minimally invasive approach for aortic valve replacement. Eur J Cardiothorac Surg Suppl 1:130–133CrossRef
6.
Zurück zum Zitat Plass A, Scheffel H, Alkadhi H, Kaufmann P, Genoni M, Falk V, Grünenfelder J (2009) Aortic valve replacement through a minimally invasive approach: preoperative planning, surgical technique, and outcome. Ann Thorac Surg 88(6):1851–1856CrossRefPubMed Plass A, Scheffel H, Alkadhi H, Kaufmann P, Genoni M, Falk V, Grünenfelder J (2009) Aortic valve replacement through a minimally invasive approach: preoperative planning, surgical technique, and outcome. Ann Thorac Surg 88(6):1851–1856CrossRefPubMed
7.
Zurück zum Zitat Totaro P, Morganti S, Paris M, Conti M, Pagani F, Auricchio F (2012) Computational CT-based patient-specific reconstruction of surgical field to optimize minimally invasive cardiac surgery approach. International Society for minimally invasive cardiothoracic surgery. Annual Scientific Meeting, California, USA Totaro P, Morganti S, Paris M, Conti M, Pagani F, Auricchio F (2012) Computational CT-based patient-specific reconstruction of surgical field to optimize minimally invasive cardiac surgery approach. International Society for minimally invasive cardiothoracic surgery. Annual Scientific Meeting, California, USA
8.
Zurück zum Zitat Furui M, Oohashi T, Kobayashi Y, Kageyama S, Kimura A (2012) Usefulness of preoperative 3D-reconstructions of CT images for the planning of minimally invasive cardiac surgery (MICS). Innovations 7(2):128–160 Furui M, Oohashi T, Kobayashi Y, Kageyama S, Kimura A (2012) Usefulness of preoperative 3D-reconstructions of CT images for the planning of minimally invasive cardiac surgery (MICS). Innovations 7(2):128–160
9.
Zurück zum Zitat Loor G, Desai MY, Roselli E (2013) Pre-operative 3D CT imaging for virtual planning of minimally invasive aortic valve surgery. JACC Cardiovasc Imaging 6(2):269–271CrossRefPubMed Loor G, Desai MY, Roselli E (2013) Pre-operative 3D CT imaging for virtual planning of minimally invasive aortic valve surgery. JACC Cardiovasc Imaging 6(2):269–271CrossRefPubMed
10.
Zurück zum Zitat Heuts S, Maessen G, Nia PS (2016) Preoperative planning of left-sided valve surgery with 3D computed tomography reconstruction models: sternotomy or a minimally invasive approach? Interact Cardio Vasc Thorac Surg 22(5):587–593CrossRef Heuts S, Maessen G, Nia PS (2016) Preoperative planning of left-sided valve surgery with 3D computed tomography reconstruction models: sternotomy or a minimally invasive approach? Interact Cardio Vasc Thorac Surg 22(5):587–593CrossRef
11.
Zurück zum Zitat Elattar M, van Kesteren F, Wiegerinck E, van Davel E, Baan J, Cocchien R, Planken N, Marquering H (2015) Automatic planning of minimally invasive aortic valve replacement surgery. ICIAR, LNCS 9164:536–540 Elattar M, van Kesteren F, Wiegerinck E, van Davel E, Baan J, Cocchien R, Planken N, Marquering H (2015) Automatic planning of minimally invasive aortic valve replacement surgery. ICIAR, LNCS 9164:536–540
12.
Zurück zum Zitat Adams R, Bischof L (1994) Seeded region growing. Pattern analysis and machine intelligence. IEEE Trans Pattern Anal Mach Intell 16:641–647CrossRef Adams R, Bischof L (1994) Seeded region growing. Pattern analysis and machine intelligence. IEEE Trans Pattern Anal Mach Intell 16:641–647CrossRef
13.
Zurück zum Zitat Selthofer R, Nikolié V, Mreela T, Radié R, Leksan I (2006) Morphometric analysis of the sternum. Coll Antropol 1:43–47 Selthofer R, Nikolié V, Mreela T, Radié R, Leksan I (2006) Morphometric analysis of the sternum. Coll Antropol 1:43–47
14.
Zurück zum Zitat Pazokifard B, Sowmya A (2013) 3-D segmentation of human sternum in lung MDCT images. In: Annual international conference of the IEEE EMBC, vol 2013, pp 3351–3354 Pazokifard B, Sowmya A (2013) 3-D segmentation of human sternum in lung MDCT images. In: Annual international conference of the IEEE EMBC, vol 2013, pp 3351–3354
15.
Zurück zum Zitat Welzl E (1991) Smallest enclosing disks (balls and ellipsoids). In: Maurer H (ed) New results and new trends in computer science. Springer, Berlin, pp 359–370CrossRef Welzl E (1991) Smallest enclosing disks (balls and ellipsoids). In: Maurer H (ed) New results and new trends in computer science. Springer, Berlin, pp 359–370CrossRef
16.
Zurück zum Zitat Boix-Garibo R, Mohsin M, Nilkanth W (2015) Review of minimally invasive aortic valve surgery. Interv Cardiol Rev 10(3):144–145 Boix-Garibo R, Mohsin M, Nilkanth W (2015) Review of minimally invasive aortic valve surgery. Interv Cardiol Rev 10(3):144–145
17.
Zurück zum Zitat Miceli A, Lio A, Glauber M (2016) The anterior thoracotomy approach for aortic valve replacement: tips, tricks and our technique. Perspect Cardiothorac Surg SCTS-Ionescu Univ 1(7):95–100 Miceli A, Lio A, Glauber M (2016) The anterior thoracotomy approach for aortic valve replacement: tips, tricks and our technique. Perspect Cardiothorac Surg SCTS-Ionescu Univ 1(7):95–100
18.
Zurück zum Zitat Promayon E, Fouard C, Bailet M, Deram A, Fiard G (2013) Using CamiTK for rapid prototyping of interactive computer assisted medical intervention applications. In: Annual international conference of the IEEE EMBC, pp 4933–4936 Promayon E, Fouard C, Bailet M, Deram A, Fiard G (2013) Using CamiTK for rapid prototyping of interactive computer assisted medical intervention applications. In: Annual international conference of the IEEE EMBC, pp 4933–4936
Metadaten
Titel
Decision support system for the planning of minimally invasive aortic valve replacement surgery
verfasst von
Hui Li
Miguel Castro
Pascal Haigron
Jean-Philippe Verhoye
Vito Giovanni Ruggieri
Publikationsdatum
17.03.2018
Verlag
Springer International Publishing
Erschienen in
International Journal of Computer Assisted Radiology and Surgery / Ausgabe 8/2018
Print ISSN: 1861-6410
Elektronische ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-018-1725-7

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