A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms

N. Makni; A. Iancu; P. Puech; S. Mordon; N. Betrouni

doi:10.1007/978-3-642-23944-1_3

A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms

N. Makni^*
, A. Iancu
, P. Puech
, S. Mordon
, N. Betrouni

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

1 Citation (Scopus)

Abstract

Validation of computer-aided detection and intervention procedures for prostate cancer is still a challenging issue. Despite the increasing accuracy of prostate image analysis tools, in vivo and in silico validations are necessary before they can be deployed in clinical routine. In this study, we developed a statistical atlas of prostate morphology for construction of realistic digital and physical phantoms. We have been interested in modeling the gland's zonal anatomy as defined by the peripheral zone and the central gland. Magnetic Resonance Imaging studies from 30 patients were used. Mean shape and most relevant deformations for prostate structures were computed using principal component analysis. The resulting statistical atlas has been used in image simulation and the design of a physical phantom of the prostate.

Original language	English
Title of host publication	Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings
Pages	22-34
Number of pages	13
Volume	6963 LNCS
DOIs	https://doi.org/10.1007/978-3-642-23944-1_3
Publication status	Published - 2011
Publication type	A4 Article in conference proceedings
Event	International Workshop on Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions, Held in Conjunction with MICCAI 2011 - Toronto, ON, Canada Duration: 22 Sept 2011 → 22 Sept 2011

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	6963 LNCS
ISSN (Print)	03029743
ISSN (Electronic)	16113349

Conference

Conference	International Workshop on Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions, Held in Conjunction with MICCAI 2011
Country/Territory	Canada
City	Toronto, ON
Period	22/09/11 → 22/09/11

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

atlas
models
peripheral zone
phantom
Prostate
simulation
transition zone

ASJC Scopus subject areas

General Computer Science
Theoretical Computer Science

Access to Document

10.1007/978-3-642-23944-1_3

Cite this

Makni, N., Iancu, A., Puech, P., Mordon, S., & Betrouni, N. (2011). A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms. In Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings (Vol. 6963 LNCS, pp. 22-34). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6963 LNCS). https://doi.org/10.1007/978-3-642-23944-1_3

Makni, N. ; Iancu, A. ; Puech, P. et al. / A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms. Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings. Vol. 6963 LNCS 2011. pp. 22-34 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms",

abstract = "Validation of computer-aided detection and intervention procedures for prostate cancer is still a challenging issue. Despite the increasing accuracy of prostate image analysis tools, in vivo and in silico validations are necessary before they can be deployed in clinical routine. In this study, we developed a statistical atlas of prostate morphology for construction of realistic digital and physical phantoms. We have been interested in modeling the gland's zonal anatomy as defined by the peripheral zone and the central gland. Magnetic Resonance Imaging studies from 30 patients were used. Mean shape and most relevant deformations for prostate structures were computed using principal component analysis. The resulting statistical atlas has been used in image simulation and the design of a physical phantom of the prostate.",

keywords = "atlas, models, peripheral zone, phantom, Prostate, simulation, transition zone",

author = "N. Makni and A. Iancu and P. Puech and S. Mordon and N. Betrouni",

year = "2011",

doi = "10.1007/978-3-642-23944-1\_3",

language = "English",

isbn = "9783642239434",

volume = "6963 LNCS",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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booktitle = "Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings",

note = "International Workshop on Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions, Held in Conjunction with MICCAI 2011 ; Conference date: 22-09-2011 Through 22-09-2011",

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Makni, N, Iancu, A, Puech, P, Mordon, S & Betrouni, N 2011, A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms. in Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings. vol. 6963 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6963 LNCS, pp. 22-34, International Workshop on Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions, Held in Conjunction with MICCAI 2011, Toronto, ON, Canada, 22/09/11. https://doi.org/10.1007/978-3-642-23944-1_3

A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms. / Makni, N.; Iancu, A.; Puech, P. et al.
Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings. Vol. 6963 LNCS 2011. p. 22-34 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6963 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

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AU - Mordon, S.

AU - Betrouni, N.

PY - 2011

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N2 - Validation of computer-aided detection and intervention procedures for prostate cancer is still a challenging issue. Despite the increasing accuracy of prostate image analysis tools, in vivo and in silico validations are necessary before they can be deployed in clinical routine. In this study, we developed a statistical atlas of prostate morphology for construction of realistic digital and physical phantoms. We have been interested in modeling the gland's zonal anatomy as defined by the peripheral zone and the central gland. Magnetic Resonance Imaging studies from 30 patients were used. Mean shape and most relevant deformations for prostate structures were computed using principal component analysis. The resulting statistical atlas has been used in image simulation and the design of a physical phantom of the prostate.

AB - Validation of computer-aided detection and intervention procedures for prostate cancer is still a challenging issue. Despite the increasing accuracy of prostate image analysis tools, in vivo and in silico validations are necessary before they can be deployed in clinical routine. In this study, we developed a statistical atlas of prostate morphology for construction of realistic digital and physical phantoms. We have been interested in modeling the gland's zonal anatomy as defined by the peripheral zone and the central gland. Magnetic Resonance Imaging studies from 30 patients were used. Mean shape and most relevant deformations for prostate structures were computed using principal component analysis. The resulting statistical atlas has been used in image simulation and the design of a physical phantom of the prostate.

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KW - models

KW - peripheral zone

KW - phantom

KW - Prostate

KW - simulation

KW - transition zone

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 22

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BT - Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings

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Y2 - 22 September 2011 through 22 September 2011

ER -

Makni N, Iancu A, Puech P, Mordon S, Betrouni N. A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms. In Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings. Vol. 6963 LNCS. 2011. p. 22-34. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-23944-1_3

A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this