Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR

Stefano Trebeschi; Joost J. M. van Griethuysen; Doenja M. J. Lambregts; Max J. Lahaye; Chintan Parmer; Frans C. H. Bakers; Nicky H. G. M. Peters; Regina G. H. Beets-Tan; Hugo J. W. L. Aerts

doi:10.1038/s41598-017-05728-9

Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR

Stefano Trebeschi, Joost J. M. van Griethuysen, Doenja M. J. Lambregts, Max J. Lahaye, Chintan Parmer, Frans C. H. Bakers, Nicky H. G. M. Peters, Regina G. H. Beets-Tan, Hugo J. W. L. Aerts^*

^*Corresponding author for this work

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

Original language	English
Article number	5301
Number of pages	9
Journal	Scientific Reports
Volume	7
DOIs	https://doi.org/10.1038/s41598-017-05728-9
Publication status	Published - 13 Jul 2017

Keywords

APPARENT DIFFUSION-COEFFICIENT
PREOPERATIVE CHEMORADIATION
IMAGE REGISTRATION
RADIATION-THERAPY
COMPLETE RESPONSE
WEIGHTED MRI
VOLUMETRY
CHEMORADIOTHERAPY
CHEMOTHERAPY

Access to Document

10.1038/s41598-017-05728-9

Cite this

Trebeschi, S., van Griethuysen, J. J. M., Lambregts, D. M. J., Lahaye, M. J., Parmer, C., Bakers, F. C. H., Peters, N. H. G. M., Beets-Tan, R. G. H., & Aerts, H. J. W. L. (2017). Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR. Scientific Reports, 7, [5301]. https://doi.org/10.1038/s41598-017-05728-9

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title = "Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR",

keywords = "APPARENT DIFFUSION-COEFFICIENT, PREOPERATIVE CHEMORADIATION, IMAGE REGISTRATION, RADIATION-THERAPY, COMPLETE RESPONSE, WEIGHTED MRI, VOLUMETRY, CHEMORADIOTHERAPY, CHEMOTHERAPY",

author = "Stefano Trebeschi and {van Griethuysen}, {Joost J. M.} and Lambregts, {Doenja M. J.} and Lahaye, {Max J.} and Chintan Parmer and Bakers, {Frans C. H.} and Peters, {Nicky H. G. M.} and Beets-Tan, {Regina G. H.} and Aerts, {Hugo J. W. L.}",

year = "2017",

month = jul,

day = "13",

doi = "10.1038/s41598-017-05728-9",

language = "English",

volume = "7",

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Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR. / Trebeschi, Stefano; van Griethuysen, Joost J. M.; Lambregts, Doenja M. J.; Lahaye, Max J.; Parmer, Chintan; Bakers, Frans C. H.; Peters, Nicky H. G. M.; Beets-Tan, Regina G. H.; Aerts, Hugo J. W. L.

In: Scientific Reports, Vol. 7, 5301, 13.07.2017.

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

TY - JOUR

T1 - Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR

AU - Trebeschi, Stefano

AU - van Griethuysen, Joost J. M.

AU - Lambregts, Doenja M. J.

AU - Lahaye, Max J.

AU - Parmer, Chintan

AU - Bakers, Frans C. H.

AU - Peters, Nicky H. G. M.

AU - Beets-Tan, Regina G. H.

AU - Aerts, Hugo J. W. L.

PY - 2017/7/13

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KW - APPARENT DIFFUSION-COEFFICIENT

KW - PREOPERATIVE CHEMORADIATION

KW - IMAGE REGISTRATION

KW - RADIATION-THERAPY

KW - COMPLETE RESPONSE

KW - WEIGHTED MRI

KW - VOLUMETRY

KW - CHEMORADIOTHERAPY

KW - CHEMOTHERAPY

U2 - 10.1038/s41598-017-05728-9

DO - 10.1038/s41598-017-05728-9

M3 - Article

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JO - Scientific Reports

JF - Scientific Reports

SN - 2045-2322

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