Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

Hugo J. W. L. Aerts; Emmanuel Rios Velazquez; Ralph T. H. Leijenaar; Chintan Parmar; Patrick Grossmann; Sara Cavalho; Johan Bussink; Rene Monshouwer; Benjamin Haibe-Kains; Derek Rietveld; Frank Hoebers; Michelle M. Rietbergen; C. Rene Leemans; Andre Dekker; John Quackenbush; Robert J. Gillies; Philippe Lambin

doi:10.1038/ncomms5006

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

Hugo J. W. L. Aerts, Emmanuel Rios Velazquez, Ralph T. H. Leijenaar, Chintan Parmar, Patrick Grossmann, Sara Cavalho, Johan Bussink, Rene Monshouwer, Benjamin Haibe-Kains, Derek Rietveld, Frank Hoebers, Michelle M. Rietbergen, C. Rene Leemans, Andre Dekker, John Quackenbush, Robert J. Gillies, Philippe Lambin

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

261 Citations (Scopus)

Original language	English
Article number	4006
Journal	Nature Communications
Volume	5
DOIs	https://doi.org/10.1038/ncomms5006
Publication status	Published - Jun 2014

Cite this

Aerts, H. J. W. L., Velazquez, E. R., Leijenaar, R. T. H., Parmar, C., Grossmann, P., Cavalho, S., Bussink, J., Monshouwer, R., Haibe-Kains, B., Rietveld, D., Hoebers, F., Rietbergen, M. M., Leemans, C. R., Dekker, A., Quackenbush, J., Gillies, R. J., & Lambin, P. (2014). Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach. Nature Communications, 5, [4006]. https://doi.org/10.1038/ncomms5006

Aerts, Hugo J. W. L. ; Velazquez, Emmanuel Rios ; Leijenaar, Ralph T. H. ; Parmar, Chintan ; Grossmann, Patrick ; Cavalho, Sara ; Bussink, Johan ; Monshouwer, Rene ; Haibe-Kains, Benjamin ; Rietveld, Derek ; Hoebers, Frank ; Rietbergen, Michelle M. ; Leemans, C. Rene ; Dekker, Andre ; Quackenbush, John ; Gillies, Robert J. ; Lambin, Philippe. / Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach. In: Nature Communications. 2014 ; Vol. 5.

@article{e0d5efc960924712a82df4620340546c,

title = "Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach",

author = "Aerts, {Hugo J. W. L.} and Velazquez, {Emmanuel Rios} and Leijenaar, {Ralph T. H.} and Chintan Parmar and Patrick Grossmann and Sara Cavalho and Johan Bussink and Rene Monshouwer and Benjamin Haibe-Kains and Derek Rietveld and Frank Hoebers and Rietbergen, {Michelle M.} and Leemans, {C. Rene} and Andre Dekker and John Quackenbush and Gillies, {Robert J.} and Philippe Lambin",

year = "2014",

month = jun

doi = "10.1038/ncomms5006",

language = "English",

volume = "5",

journal = "Nature Communications",

issn = "2041-1723",

publisher = "Nature Publishing Group",

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Aerts, HJWL, Velazquez, ER, Leijenaar, RTH, Parmar, C, Grossmann, P, Cavalho, S, Bussink, J, Monshouwer, R, Haibe-Kains, B, Rietveld, D, Hoebers, F, Rietbergen, MM, Leemans, CR, Dekker, A, Quackenbush, J, Gillies, RJ & Lambin, P 2014, 'Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach', Nature Communications, vol. 5, 4006. https://doi.org/10.1038/ncomms5006

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach. / Aerts, Hugo J. W. L.; Velazquez, Emmanuel Rios; Leijenaar, Ralph T. H.; Parmar, Chintan; Grossmann, Patrick; Cavalho, Sara; Bussink, Johan; Monshouwer, Rene; Haibe-Kains, Benjamin; Rietveld, Derek; Hoebers, Frank; Rietbergen, Michelle M.; Leemans, C. Rene; Dekker, Andre; Quackenbush, John; Gillies, Robert J.; Lambin, Philippe.

In: Nature Communications, Vol. 5, 4006, 06.2014.

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

TY - JOUR

T1 - Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

AU - Aerts, Hugo J. W. L.

AU - Velazquez, Emmanuel Rios

AU - Leijenaar, Ralph T. H.

AU - Parmar, Chintan

AU - Grossmann, Patrick

AU - Cavalho, Sara

AU - Bussink, Johan

AU - Monshouwer, Rene

AU - Haibe-Kains, Benjamin

AU - Rietveld, Derek

AU - Hoebers, Frank

AU - Rietbergen, Michelle M.

AU - Leemans, C. Rene

AU - Dekker, Andre

AU - Quackenbush, John

AU - Gillies, Robert J.

AU - Lambin, Philippe

PY - 2014/6

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DO - 10.1038/ncomms5006

M3 - Article

VL - 5

JO - Nature Communications

JF - Nature Communications

SN - 2041-1723

M1 - 4006

ER -

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10.1038/ncomms5006