Skip to main content

2017 | Supplement | Buchkapitel

Simulation of Patient-Specific Deformable Ultrasound Imaging in Real Time

verfasst von : Mafalda Camara, Erik Mayer, Ara Darzi, Philip Pratt

Erschienen in: Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Intraoperative ultrasound is an imaging modality frequently used to provide delineation of tissue boundaries. This paper proposes a simulation platform that enables rehearsal of patient-specific deformable ultrasound scanning in real-time, using preoperative CT as the data source. The simulation platform was implemented within the GPU-accelerated NVIDIA FleX position-based dynamics framework. The high-resolution particle model is used to deform both surface and volume meshes. The latter is used to compute the barycentric coordinates of each simulated ultrasound image pixel in the surrounding volume, which is then mapped back to the original undeformed CT volume. To validate the computation of simulated ultrasound images, a kidney phantom with an embedded tumour was CT-scanned in the rest position and at five different levels of probe-induced deformation. Measures of normalised cross-correlation and similarity between features were adopted to compare pairs of simulated and ground truth images. The accurate results demonstrate the potential of this approach for clinical translation.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Reichl, T., Passenger, J., Acosta, O., Salvado, O.: Ultrasound goes GPU: real-time simulation using CUDA. In: SPIE Medical Imaging, International Society for Optics and Photonics, p. 726116 (2009) Reichl, T., Passenger, J., Acosta, O., Salvado, O.: Ultrasound goes GPU: real-time simulation using CUDA. In: SPIE Medical Imaging, International Society for Optics and Photonics, p. 726116 (2009)
2.
Zurück zum Zitat Shams, R., Hartley, R., Navab, N.: Real-time simulation of medical ultrasound from CT images. In: Metaxas, D., Axel, L., Fichtinger, G., Székely, G. (eds.) MICCAI 2008. LNCS, vol. 5242, pp. 734–741. Springer, Heidelberg (2008). doi:10.1007/978-3-540-85990-1_88 CrossRef Shams, R., Hartley, R., Navab, N.: Real-time simulation of medical ultrasound from CT images. In: Metaxas, D., Axel, L., Fichtinger, G., Székely, G. (eds.) MICCAI 2008. LNCS, vol. 5242, pp. 734–741. Springer, Heidelberg (2008). doi:10.​1007/​978-3-540-85990-1_​88 CrossRef
3.
Zurück zum Zitat Salehi, M., Ahmadi, S.-A., Prevost, R., Navab, N., Wein, W.: Patient-specific 3D ultrasound simulation based on convolutional ray-tracing and appearance optimization. In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F. (eds.) MICCAI 2015. LNCS, vol. 9350, pp. 510–518. Springer, Cham (2015). doi:10.1007/978-3-319-24571-3_61 CrossRef Salehi, M., Ahmadi, S.-A., Prevost, R., Navab, N., Wein, W.: Patient-specific 3D ultrasound simulation based on convolutional ray-tracing and appearance optimization. In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F. (eds.) MICCAI 2015. LNCS, vol. 9350, pp. 510–518. Springer, Cham (2015). doi:10.​1007/​978-3-319-24571-3_​61 CrossRef
4.
Zurück zum Zitat Pheiffer, T.S., Thompson, R.C., Rucker, D.C., Simpson, A.L., Miga, M.I.: Model-based correction of tissue compression for tracked ultrasound in soft tissue image-guided surgery. Ultrasound Med. Biol. 40(4), 788–803 (2014)CrossRef Pheiffer, T.S., Thompson, R.C., Rucker, D.C., Simpson, A.L., Miga, M.I.: Model-based correction of tissue compression for tracked ultrasound in soft tissue image-guided surgery. Ultrasound Med. Biol. 40(4), 788–803 (2014)CrossRef
5.
Zurück zum Zitat Flack, B., Makhinya, M., Goksel, O.: Model-based compensation of tissue deformation during data acquisition for interpolative ultrasound simulation. In: 2016 IEEE 13th International Symposium Biomedical Imaging (ISBI), pp. 502–505 (2016) Flack, B., Makhinya, M., Goksel, O.: Model-based compensation of tissue deformation during data acquisition for interpolative ultrasound simulation. In: 2016 IEEE 13th International Symposium Biomedical Imaging (ISBI), pp. 502–505 (2016)
6.
Zurück zum Zitat Goksel, O., Salcudean, S.E.: B-mode ultrasound image simulation in deformable 3-D medium. IEEE Trans. Med. Imaging 28(11), 1657–1669 (2009)CrossRef Goksel, O., Salcudean, S.E.: B-mode ultrasound image simulation in deformable 3-D medium. IEEE Trans. Med. Imaging 28(11), 1657–1669 (2009)CrossRef
7.
Zurück zum Zitat Selmi, S.-Y., Promayon, E., Sarrazin, J., Troccaz, J.: 3D interactive ultrasound image deformation for realistic prostate biopsy simulation. In: Bello, F., Cotin, S. (eds.) ISBMS 2014. LNCS, vol. 8789, pp. 122–130. Springer, Cham (2014). doi:10.1007/978-3-319-12057-7_14 Selmi, S.-Y., Promayon, E., Sarrazin, J., Troccaz, J.: 3D interactive ultrasound image deformation for realistic prostate biopsy simulation. In: Bello, F., Cotin, S. (eds.) ISBMS 2014. LNCS, vol. 8789, pp. 122–130. Springer, Cham (2014). doi:10.​1007/​978-3-319-12057-7_​14
8.
Zurück zum Zitat Bürger, B., Bettinghausen, S., Radle, M., Hesser, J.: Real-time GPU-based ultrasound simulation using deformable mesh models. IEEE Trans. Med. Imaging 32(3), 609–618 (2013)CrossRef Bürger, B., Bettinghausen, S., Radle, M., Hesser, J.: Real-time GPU-based ultrasound simulation using deformable mesh models. IEEE Trans. Med. Imaging 32(3), 609–618 (2013)CrossRef
9.
Zurück zum Zitat Morin, R., Eiben, B., Bidaut, L., Hipwell, J., Evans, A., Hawkes, D.J.: 3D ultrasound simulation based on a biomechanical model of prone MRI in breast cancer imaging. In: 2015 IEEE 12th International Symposium Biomedical Imaging (ISBI), pp. 264–267 (2015) Morin, R., Eiben, B., Bidaut, L., Hipwell, J., Evans, A., Hawkes, D.J.: 3D ultrasound simulation based on a biomechanical model of prone MRI in breast cancer imaging. In: 2015 IEEE 12th International Symposium Biomedical Imaging (ISBI), pp. 264–267 (2015)
10.
Zurück zum Zitat Camara, M., Mayer, E., Darzi, A., Pratt, P.: Soft tissue deformation for surgical simulation: a position-based dynamics approach. Int. J. Comput. Assist. Radiol. Surg. 11(6), 919–928 (2016)CrossRef Camara, M., Mayer, E., Darzi, A., Pratt, P.: Soft tissue deformation for surgical simulation: a position-based dynamics approach. Int. J. Comput. Assist. Radiol. Surg. 11(6), 919–928 (2016)CrossRef
11.
Zurück zum Zitat Hughes-Hallett A.: The image-enhanced operating environment in robot assisted laparoscopic partial nephrectomy. Imperial College London (2016) Hughes-Hallett A.: The image-enhanced operating environment in robot assisted laparoscopic partial nephrectomy. Imperial College London (2016)
13.
Zurück zum Zitat Kavan, L.: Part I: direct skinning methods and deformation primitives. In: ACM SIGGRAPH, pp. 1–11 (2014) Kavan, L.: Part I: direct skinning methods and deformation primitives. In: ACM SIGGRAPH, pp. 1–11 (2014)
14.
Zurück zum Zitat Miller, K., Lu, J.: On the prospect of patient-specific biomechanics without patient-specific properties of tissues. J. Mech. Behav. Biomed. Mater. 27, 154–166 (2013)CrossRef Miller, K., Lu, J.: On the prospect of patient-specific biomechanics without patient-specific properties of tissues. J. Mech. Behav. Biomed. Mater. 27, 154–166 (2013)CrossRef
15.
Zurück zum Zitat Rodero, C., Real, P., Zuñeda, P., Monteagudo, C., Lozano, M., García-Fernández, I.: Characterisation of position based dynamics for elastic materials. In: Proceedings of the XXVI Spanish Computer Graphics Conference, pp. 49–57 (2016) Rodero, C., Real, P., Zuñeda, P., Monteagudo, C., Lozano, M., García-Fernández, I.: Characterisation of position based dynamics for elastic materials. In: Proceedings of the XXVI Spanish Computer Graphics Conference, pp. 49–57 (2016)
Metadaten
Titel
Simulation of Patient-Specific Deformable Ultrasound Imaging in Real Time
verfasst von
Mafalda Camara
Erik Mayer
Ara Darzi
Philip Pratt
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-67552-7_2

Premium Partner