Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach

Yuhua Gu; Virendra Kumar; Lawrence O. Hall; Dmitry B. Goldgof; Ching-Yen Li; Rene Korn; Claus Bendtsen; Emmanuel Rios Velazquez; Andre Dekker; Hugo Aerts; Philippe Lambin; Xiuli Li; Jie Tian; Robert A. Gatenby; Robert J. Gillies

doi:10.1016/j.patcog.2012.10.005

Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach

Yuhua Gu, Virendra Kumar, Lawrence O. Hall, Dmitry B. Goldgof, Ching-Yen Li, Rene Korn, Claus Bendtsen, Emmanuel Rios Velazquez, Andre Dekker, Hugo Aerts, Philippe Lambin, Xiuli Li, Jie Tian, Robert A. Gatenby, Robert J. Gillies

Research output: Contribution to journal › Article › Academic › peer-review

41 Citations (Scopus)

Original language	English
Pages (from-to)	692-702
Journal	Pattern Recognition
Volume	46
Issue number	3
DOIs	https://doi.org/10.1016/j.patcog.2012.10.005
Publication status	Published - Mar 2013

Keywords

Image features
Delineation
Lung tumor
Lesion
CT
Region growing
Ensemble segmentation

Cite this

Gu, Y., Kumar, V., Hall, L. O., Goldgof, D. B., Li, C-Y., Korn, R., Bendtsen, C., Velazquez, E. R., Dekker, A., Aerts, H., Lambin, P., Li, X., Tian, J., Gatenby, R. A., & Gillies, R. J. (2013). Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach. Pattern Recognition, 46(3), 692-702. https://doi.org/10.1016/j.patcog.2012.10.005

Gu, Yuhua ; Kumar, Virendra ; Hall, Lawrence O. ; Goldgof, Dmitry B. ; Li, Ching-Yen ; Korn, Rene ; Bendtsen, Claus ; Velazquez, Emmanuel Rios ; Dekker, Andre ; Aerts, Hugo ; Lambin, Philippe ; Li, Xiuli ; Tian, Jie ; Gatenby, Robert A. ; Gillies, Robert J. / Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach. In: Pattern Recognition. 2013 ; Vol. 46, No. 3. pp. 692-702.

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title = "Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach",

keywords = "Image features, Delineation, Lung tumor, Lesion, CT, Region growing, Ensemble segmentation",

author = "Yuhua Gu and Virendra Kumar and Hall, {Lawrence O.} and Goldgof, {Dmitry B.} and Ching-Yen Li and Rene Korn and Claus Bendtsen and Velazquez, {Emmanuel Rios} and Andre Dekker and Hugo Aerts and Philippe Lambin and Xiuli Li and Jie Tian and Gatenby, {Robert A.} and Gillies, {Robert J.}",

year = "2013",

month = mar

doi = "10.1016/j.patcog.2012.10.005",

language = "English",

volume = "46",

pages = "692--702",

journal = "Pattern Recognition",

issn = "0031-3203",

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Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach. / Gu, Yuhua; Kumar, Virendra; Hall, Lawrence O.; Goldgof, Dmitry B.; Li, Ching-Yen; Korn, Rene; Bendtsen, Claus; Velazquez, Emmanuel Rios; Dekker, Andre ; Aerts, Hugo ; Lambin, Philippe; Li, Xiuli; Tian, Jie; Gatenby, Robert A.; Gillies, Robert J.

In: Pattern Recognition, Vol. 46, No. 3, 03.2013, p. 692-702.

Research output: Contribution to journal › Article › Academic › peer-review

TY - JOUR

T1 - Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach

AU - Gu, Yuhua

AU - Kumar, Virendra

AU - Hall, Lawrence O.

AU - Goldgof, Dmitry B.

AU - Li, Ching-Yen

AU - Korn, Rene

AU - Bendtsen, Claus

AU - Velazquez, Emmanuel Rios

AU - Dekker, Andre

AU - Aerts, Hugo

AU - Lambin, Philippe

AU - Li, Xiuli

AU - Tian, Jie

AU - Gatenby, Robert A.

AU - Gillies, Robert J.

PY - 2013/3

Y1 - 2013/3

KW - Image features

KW - Delineation

KW - Lung tumor

KW - Lesion

KW - CT

KW - Region growing

KW - Ensemble segmentation

U2 - 10.1016/j.patcog.2012.10.005

DO - 10.1016/j.patcog.2012.10.005

M3 - Article

VL - 46

SP - 692

EP - 702

JO - Pattern Recognition

JF - Pattern Recognition

SN - 0031-3203

IS - 3

ER -

Access to Document

10.1016/j.patcog.2012.10.005