• 104 Citations
20142020
If you made any changes in Pure these will be visible here soon.

Fingerprint Dive into the research topics where Koen A.J. Eppenhof is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 5 Similar Profiles
Image registration Engineering & Materials Science
Neural networks Engineering & Materials Science
Image analysis Engineering & Materials Science
Convolution Engineering & Materials Science
Parameterization Engineering & Materials Science
Lung Medicine & Life Sciences
Brain Engineering & Materials Science
Learning Medicine & Life Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2014 2020

  • 104 Citations
  • 10 Conference contribution
  • 7 Article
  • 2 Abstract
  • 1 Phd Thesis 1 (Research TU/e / Graduation TU/e)

Fast contour propagation for MR-guided prostate radiotherapy using CNNs

Eppenhof, K. A. J., Maspero, M., Savenije, M. H. F., de Boer, J. C. J., van der Voort van Zyp, J. R. N., Raaymakers, B. W., Raaijmakers, A., Veta, M., Pluim, J. P. W. & van den Berg, C. A. T., 15 Jan 2020, (Accepted/In press).

Research output: Contribution to conferenceAbstractAcademic

Supervised deformable image registration using deep neural networks

Eppenhof, K. A. J., 11 Feb 2020, Eindhoven: Technische Universiteit Eindhoven. 119 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
File

Fast contour propagation for MR‐guided prostate radiotherapy using convolutional neural networks

Eppenhof, K. A. J., Maspero, M., Savenije, M. H. F., de Boer, J. C. J., van der Voort van Zyp, J. R. N., Raaymakers, B. W., Raaijmakers, A., Veta, M., van den Berg, C. A. T. & Pluim, J. P. W., 26 Dec 2019, In : Medical Physics.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Prostate
Radiotherapy
Prostatic Neoplasms
Software
Magnetic Resonance Imaging
13 Downloads (Pure)

Learning domain-invariant representations of histological images

Lafarge, M. W., Pluim, J. P. W., Eppenhof, K. A. J. & Veta, M., 16 Jul 2019, In : Frontiers in Medicine. 6, 11 p., 162.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2 Citations (Scopus)
75 Downloads (Pure)

Progressively growing convolutional networks for end-to-end deformable image registration

Eppenhof, K., Lafarge, M. & Pluim, J., 15 Mar 2019, Medical Imaging 2019 Image Processing. Landman, B. A. & Angelini, E. D. (eds.). Bellingham: SPIE, 7 p. 109491C. (Proceedings of SPIE; vol. 10949).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Image registration
Neural networks

Student theses