Adversarial Deformation Regularization for Training Image Registration Neural Networks

Yipeng Hu; Eli Gibson; Nooshin Ghavami; Ester Bonmati; Caroline M. Moore; Mark Emberton; Tom Vercauteren; J. Alison Noble; Dean C. Barratt

doi:10.1007/978-3-030-00928-1_87

Adversarial Deformation Regularization for Training Image Registration Neural Networks

Yipeng Hu
, Eli Gibson
, Nooshin Ghavami
, Ester Bonmati
, Caroline M. Moore
, Mark Emberton
, Tom Vercauteren
, J. Alison Noble
, Dean C. Barratt

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

74 Citations (Scopus)

Original language	English
Title of host publication	MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT I
Pages	774-782
Volume	11070
DOIs	https://doi.org/10.1007/978-3-030-00928-1_87
Publication status	Published - 2018

Publication series

Name	Lecture Notes in Computer Science

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Access to Document

10.1007/978-3-030-00928-1_87

Cite this

Hu, Y., Gibson, E., Ghavami, N., Bonmati, E., Moore, C. M., Emberton, M., Vercauteren, T., Noble, J. A., & Barratt, D. C. (2018). Adversarial Deformation Regularization for Training Image Registration Neural Networks. In MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT I (Vol. 11070, pp. 774-782). (Lecture Notes in Computer Science). https://doi.org/10.1007/978-3-030-00928-1_87

@inbook{04deccc156934b159fe04ea860e27d35,

title = "Adversarial Deformation Regularization for Training Image Registration Neural Networks",

author = "Yipeng Hu and Eli Gibson and Nooshin Ghavami and Ester Bonmati and Moore, \{Caroline M.\} and Mark Emberton and Tom Vercauteren and Noble, \{J. Alison\} and Barratt, \{Dean C.\}",

year = "2018",

doi = "10.1007/978-3-030-00928-1\_87",

language = "English",

isbn = "978-3-030-00927-4",

volume = "11070",

series = "Lecture Notes in Computer Science",

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booktitle = "MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT I",

}

Hu, Y, Gibson, E, Ghavami, N, Bonmati, E, Moore, CM, Emberton, M, Vercauteren, T, Noble, JA & Barratt, DC 2018, Adversarial Deformation Regularization for Training Image Registration Neural Networks. in MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT I. vol. 11070, Lecture Notes in Computer Science, pp. 774-782. https://doi.org/10.1007/978-3-030-00928-1_87

Adversarial Deformation Regularization for Training Image Registration Neural Networks. / Hu, Yipeng; Gibson, Eli; Ghavami, Nooshin et al.
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT I. Vol. 11070 2018. p. 774-782 (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

TY - CHAP

T1 - Adversarial Deformation Regularization for Training Image Registration Neural Networks

AU - Hu, Yipeng

AU - Gibson, Eli

AU - Ghavami, Nooshin

AU - Bonmati, Ester

AU - Moore, Caroline M.

AU - Emberton, Mark

AU - Vercauteren, Tom

AU - Noble, J. Alison

AU - Barratt, Dean C.

PY - 2018

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U2 - 10.1007/978-3-030-00928-1_87

DO - 10.1007/978-3-030-00928-1_87

M3 - Chapter

SN - 978-3-030-00927-4

VL - 11070

T3 - Lecture Notes in Computer Science

SP - 774

EP - 782

BT - MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT I

ER -