Daniel Grzech

Daniel Grzech

Imperial College London - London / United Kingdom
Engineering & Technology / Computer Science
AD Scientific Index ID: 5614802
person_outline Daniel Grzech's MOST POPULAR ARTICLES
1-) Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learningA Hering, L Hansen, TCW Mok, ACS Chung, H Siebert, S Häger, A Lange, ...IEEE Transactions on Medical Imaging, 20221372022
2-) A Variational Bayesian Method for Similarity Learning in Non-Rigid Image RegistrationD Grzech, MF Azampour, B Glocker, J Schnabel, N Navab, B Kainz, ...Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 202272022
3-) EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging Without External TrackersB Khanal, A Gomez, N Toussaint, S McDonagh, V Zimmer, E Skelton, ...Data Driven Treatment Response Assessment and Preterm, Perinatal, and …, 201852018
4-) Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte CarloD Grzech, MF Azampour, H Qiu, B Glocker, B Kainz, L Le FolgocMachine Learning for Biomedical Imaging (MELBA) 1 (UNSURE2020 special issue), 202132021
5-) Unsupervised Similarity Learning for Image Registration with Energy-Based ModelsD Grzech, LL Folgoc, MF Azampour, A Vlontzos, B Glocker, N Navab, ...International Workshop on Biomedical Image Registration, 229-240, 20242024