Diffuse parenchymal lung diseases: 3D automated detection in MDCT

Catalin Fetita; Kuang Che Chang-Chien; Pierre Yves Brillet; Françoise Prêteux; Philippe Grenier

doi:10.1007/978-3-540-75757-3_100

Diffuse parenchymal lung diseases: 3D automated detection in MDCT

Catalin Fetita
, Kuang Che Chang-Chien
, Pierre Yves Brillet
, Françoise Prêteux
, Philippe Grenier

CNRS SAMOVAR UMR 5157
National Chung Cheng University
APHP
Sorbonne Université

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

Résumé

Characterization and quantification of diffuse parenchymal lung disease (DPLD) severity using MDCT, mainly in interstitial lung diseases and emphysema, is an important issue in clinical research for the evaluation of new therapies. This paper develops a 3D automated approach for detection and diagnosis of DPLDs (emphysema, fibrosis, honeycombing, ground glass).The proposed methodology combines multiresolution image decomposition based on 3D morphological filtering, and graph-based classification for a full characterization of the parenchymal tissue. The very promising results obtained on a small patient database are good premises for a near implementation and validation of the proposed approach in clinical routine.

langue originale	Anglais
titre	Medical Image Computing and Computer-Assisted Intervention - 10th International Conference, Proceedings
Editeur	Springer Verlag
Pages	825-833
Nombre de pages	9
Edition	PART 1
ISBN (imprimé)	9783540757566
Les DOIs	https://doi.org/10.1007/978-3-540-75757-3_100
état	Publié - 1 janv. 2007
Modification externe	Oui
Evénement	10th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2007 - Brisbane, Australie Durée: 29 oct. 2007 → 2 nov. 2007

Série de publications

Nom	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
nombre	PART 1
Volume	4791 LNCS
ISSN (imprimé)	0302-9743
ISSN (Electronique)	1611-3349

Une conférence

Une conférence	10th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2007
Pays/Territoire	Australie
La ville	Brisbane
période	29/10/07 → 2/11/07

Accès au document

10.1007/978-3-540-75757-3_100

Contient cette citation

Fetita, C., Chang-Chien, K. C., Brillet, P. Y., Prêteux, F., & Grenier, P. (2007). Diffuse parenchymal lung diseases: 3D automated detection in MDCT. Dans Medical Image Computing and Computer-Assisted Intervention - 10th International Conference, Proceedings (PART 1 Ed., p. 825-833). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol 4791 LNCS, Numéro PART 1). Springer Verlag. https://doi.org/10.1007/978-3-540-75757-3_100

Fetita, Catalin ; Chang-Chien, Kuang Che ; Brillet, Pierre Yves et al. / Diffuse parenchymal lung diseases : 3D automated detection in MDCT. Medical Image Computing and Computer-Assisted Intervention - 10th International Conference, Proceedings. PART 1. Ed. Springer Verlag, 2007. p. 825-833 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1).

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title = "Diffuse parenchymal lung diseases: 3D automated detection in MDCT",

abstract = "Characterization and quantification of diffuse parenchymal lung disease (DPLD) severity using MDCT, mainly in interstitial lung diseases and emphysema, is an important issue in clinical research for the evaluation of new therapies. This paper develops a 3D automated approach for detection and diagnosis of DPLDs (emphysema, fibrosis, honeycombing, ground glass).The proposed methodology combines multiresolution image decomposition based on 3D morphological filtering, and graph-based classification for a full characterization of the parenchymal tissue. The very promising results obtained on a small patient database are good premises for a near implementation and validation of the proposed approach in clinical routine.",

author = "Catalin Fetita and Chang-Chien, \{Kuang Che\} and Brillet, \{Pierre Yves\} and Fran{\c c}oise Pr{\^e}teux and Philippe Grenier",

year = "2007",

month = jan,

day = "1",

doi = "10.1007/978-3-540-75757-3\_100",

language = "English",

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

publisher = "Springer Verlag",

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booktitle = "Medical Image Computing and Computer-Assisted Intervention - 10th International Conference, Proceedings",

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note = "10th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2007 ; Conference date: 29-10-2007 Through 02-11-2007",

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Fetita, C, Chang-Chien, KC, Brillet, PY, Prêteux, F & Grenier, P 2007, Diffuse parenchymal lung diseases: 3D automated detection in MDCT. Dans Medical Image Computing and Computer-Assisted Intervention - 10th International Conference, Proceedings. PART 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Numéro PART 1, VOL. 4791 LNCS, Springer Verlag, p. 825-833, 10th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2007, Brisbane, Australie, 29/10/07. https://doi.org/10.1007/978-3-540-75757-3_100

Diffuse parenchymal lung diseases: 3D automated detection in MDCT. / Fetita, Catalin; Chang-Chien, Kuang Che; Brillet, Pierre Yves et al.
Medical Image Computing and Computer-Assisted Intervention - 10th International Conference, Proceedings. PART 1. Ed. Springer Verlag, 2007. p. 825-833 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol 4791 LNCS, Numéro PART 1).

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

TY - GEN

T1 - Diffuse parenchymal lung diseases

T2 - 10th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2007

AU - Fetita, Catalin

AU - Chang-Chien, Kuang Che

AU - Brillet, Pierre Yves

AU - Prêteux, Françoise

AU - Grenier, Philippe

PY - 2007/1/1

Y1 - 2007/1/1

N2 - Characterization and quantification of diffuse parenchymal lung disease (DPLD) severity using MDCT, mainly in interstitial lung diseases and emphysema, is an important issue in clinical research for the evaluation of new therapies. This paper develops a 3D automated approach for detection and diagnosis of DPLDs (emphysema, fibrosis, honeycombing, ground glass).The proposed methodology combines multiresolution image decomposition based on 3D morphological filtering, and graph-based classification for a full characterization of the parenchymal tissue. The very promising results obtained on a small patient database are good premises for a near implementation and validation of the proposed approach in clinical routine.

AB - Characterization and quantification of diffuse parenchymal lung disease (DPLD) severity using MDCT, mainly in interstitial lung diseases and emphysema, is an important issue in clinical research for the evaluation of new therapies. This paper develops a 3D automated approach for detection and diagnosis of DPLDs (emphysema, fibrosis, honeycombing, ground glass).The proposed methodology combines multiresolution image decomposition based on 3D morphological filtering, and graph-based classification for a full characterization of the parenchymal tissue. The very promising results obtained on a small patient database are good premises for a near implementation and validation of the proposed approach in clinical routine.

U2 - 10.1007/978-3-540-75757-3_100

DO - 10.1007/978-3-540-75757-3_100

M3 - Conference contribution

C2 - 18051135

AN - SCOPUS:79551685123

SN - 9783540757566

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

SP - 825

EP - 833

BT - Medical Image Computing and Computer-Assisted Intervention - 10th International Conference, Proceedings

PB - Springer Verlag

Y2 - 29 October 2007 through 2 November 2007

ER -

Fetita C, Chang-Chien KC, Brillet PY, Prêteux F, Grenier P. Diffuse parenchymal lung diseases: 3D automated detection in MDCT. Dans Medical Image Computing and Computer-Assisted Intervention - 10th International Conference, Proceedings. PART 1 Ed. Springer Verlag. 2007. p. 825-833. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1). doi: 10.1007/978-3-540-75757-3_100

Diffuse parenchymal lung diseases: 3D automated detection in MDCT

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Série de publications

Une conférence

Accès au document

Empreinte digitale

Contient cette citation