Research output per year
Research output per year
Personal profile
specialisation
Learning-based AI methods in Medical Imaging
Research interests
Machine learning based methods for quanitification of gastrointestinal motility
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Deformable Image Registration with Geometry-informed Implicit Neural Representations
van Harten, L. D., van Herten, R. L. M., Stoker, J. & Išgum, I., 2023, Medical Imaging with Deep Learning 2023, MIDL 2023. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, Vol. 227. p. 730-742 (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Generative Adversarial Networks for Coronary CT Angiography Acquisition Protocol Correction with Explicit Attenuation Constraints
van Herten, R. L. M., van Harten, L. D., Planken, R. N. & Isgum, I., 4 Apr 2023.Research output: Contribution to conference › Paper › Academic
Open Access -
Generative Adversarial Networks for Coronary CT Angiography Acquisition Protocol Correction with Explicit Attenuation Constraints
van Herten, R. L. M., van Harten, L. D., Nils Planken, R. & Išgum, I., 2023, Medical Imaging with Deep Learning 2023, MIDL 2023. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, Vol. 227. p. 1288-1303 (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Robust deformable image registration using cycle-consistent implicit representations
van Harten, L. D., Stoker, J. & Isgum, I., 2023, (E-pub ahead of print) In: IEEE Transactions on Medical Imaging. p. 1 1 p.Research output: Contribution to journal › Article › Academic › peer-review
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Knowledge distillation with ensembles of convolutional neural networks for medical image segmentation
Noothout, J. M. H., van Eede, M. C., Lessmann, N., van Harten, L. D., Sogancioglu, E., Heslinga, F. G., Veta, M., van Ginneken, B. & Isgum, I., 28 May 2022, In: Journal of medical imaging (Bellingham, Wash.). 9, 5, 052407.Research output: Contribution to journal › Article › Academic › peer-review
Open Access