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

^*Tämän työn vastaava kirjoittaja

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

1 Sitaatiot (Scopus)

Abstrakti

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.

Alkuperäiskieli	Englanti
Otsikko	Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings
Sivut	22-34
Sivumäärä	13
Vuosikerta	6963 LNCS
DOI - pysyväislinkit	https://doi.org/10.1007/978-3-642-23944-1_3
Tila	Julkaistu - 2011
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	International Workshop on Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions, Held in Conjunction with MICCAI 2011 - Toronto, ON, Kanada Kesto: 22 syysk. 2011 → 22 syysk. 2011

Julkaisusarja

Nimi	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Vuosikerta	6963 LNCS
ISSN (painettu)	03029743
ISSN (elektroninen)	16113349

Conference

Conference	International Workshop on Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions, Held in Conjunction with MICCAI 2011
Maa/Alue	Kanada
Kaupunki	Toronto, ON
Ajanjakso	22/09/11 → 22/09/11

YK:n kestävän kehityksen tavoitteet

Tämä tuotos edistää seuraavia kestävän kehityksen tavoitteita:

SDG 3 – Hyvä terveys ja hyvinvointi

!!ASJC Scopus subject areas

Yleinen tietojenkäsittelytiede
Theoretical Computer Science

Pääsy asiakirjaan

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

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Link to publication in Scopus

Siteeraa tätä

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. teoksessa Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings (Vuosikerta 6963 LNCS, Sivut 22-34). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vuosikerta 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. Vuosikerta 6963 LNCS 2011. Sivut 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)",

pages = "22--34",

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",

}

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. julkaisussa Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings. Vuosikerta 6963 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vuosikerta 6963 LNCS, Sivut 22-34, International Workshop on Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions, Held in Conjunction with MICCAI 2011, Toronto, ON, Kanada, 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. Vuosikerta 6963 LNCS 2011. s. 22-34 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vuosikerta 6963 LNCS).

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

TY - GEN

T1 - A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms

AU - Makni, N.

AU - Iancu, A.

AU - Puech, P.

AU - Mordon, S.

AU - Betrouni, N.

PY - 2011

Y1 - 2011

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.

KW - atlas

KW - models

KW - peripheral zone

KW - phantom

KW - Prostate

KW - simulation

KW - transition zone

UR - https://www.scopus.com/pages/publications/80053494081

U2 - 10.1007/978-3-642-23944-1_3

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

M3 - Conference contribution

AN - SCOPUS:80053494081

SN - 9783642239434

VL - 6963 LNCS

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

SP - 22

EP - 34

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

T2 - International Workshop on Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions, Held in Conjunction with MICCAI 2011

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. julkaisussa Prostate Cancer Imaging: Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Proceedings. Vuosikerta 6963 LNCS. 2011. s. 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

Abstrakti

Julkaisusarja

Conference

YK:n kestävän kehityksen tavoitteet

!!ASJC Scopus subject areas

Pääsy asiakirjaan

Muut tiedostot ja linkit

Sormenjälki

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