Daan Christiaens

30 papers Journal 15Unranked 11

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Deep Learning Multi-channel Structural and Diffusion Tensor Neonatal Image Registration. WBIR Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
2022	—	`conf`	Attention-Driven Multi-channel Deformable Registration of Structural and Microstructural Neonatal Data. PIPPI@MICCAI Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
2022	—	`ed.`	Computational Diffusion MRI - 13th International Workshop, CDMRI 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings CDMRI@MICCAI Suheyla Cetin Karayumak, Daan Christiaens, Matteo Figini, Pamela Guevara, Tomasz Pieciak, Elizabeth Powell, Francois Rheault
2022	J	`jnl`	Predicting age and clinical risk from the neonatal connectome. NeuroImage Yassine Taoudi-Benchekroun, Daan Christiaens, Irina Grigorescu, Oliver Gale-Grant, Andreas Schuh, Maximilian Pietsch, Andrew Chew, Nicholas Harper, Shona Falconer, Tanya Poppe, Emer J. Hughes, Jana Hutter, Anthony N. Price, Jacques-Donald Tournier, Lucilio Cordero-Grande, Serena J. Counsell, Daniel Rueckert, Tomoki Arichi, Joseph V. Hajnal, A. David Edwards, Maria Deprez, Dafnis Batalle
2022	—	`conf`	Segmentation of Periventricular White Matter in Neonatal Brain MRI: Analysis of Brain Maturation in Term and Preterm Cohorts. PIPPI@MICCAI Alena Uus, Mohammad-Usamah Ayub, Abi Gartner, Vanessa Kyriakopoulou, Maximilian Pietsch, Irina Grigorescu, Daan Christiaens, Jana Hutter, Lucilio Cordero-Grande, Anthony Price, Dafnis Batalle, Serena J. Counsell, Joseph V. Hajnal, A. David Edwards, Mary A. Rutherford, Maria Deprez
2021	—	`ed.`	Computational Diffusion MRI - 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings CDMRI@MICCAI Suheyla Cetin Karayumak, Daan Christiaens, Matteo Figini, Pamela Guevara, Noemi G. Gyori, Vishwesh Nath, Tomasz Pieciak
2021	J	`jnl`	Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age. NeuroImage Ralica Dimitrova, Maximilian Pietsch, Judit Ciarrusta, Sean P. Fitzgibbon, Logan Z. J. Williams, Daan Christiaens, Lucilio Cordero-Grande, Dafnis Batalle, Antonios Makropoulos, Andreas Schuh, Anthony N. Price, Jana Hutter, Rui Pedro A. G. Teixeira, Emer J. Hughes, Andrew Chew, Shona Falconer, Olivia Carney, Alexia Egloff, Jacques-Donald Tournier, Grainne M. McAlonan, Mary A. Rutherford, Serena J. Counsell, Emma C. Robinson, Joseph V. Hajnal, Daniel Rueckert, A. David Edwards, Jonathan O'Muircheartaigh
2021	J	`jnl`	Scattered slice SHARD reconstruction for motion correction in multi-shell diffusion MRI. NeuroImage Daan Christiaens, Lucilio Cordero-Grande, Maximilian Pietsch, Jana Hutter, Anthony N. Price, Emer J. Hughes, Katy Vecchiato, Maria Deprez, A. David Edwards, Joseph V. Hajnal, Jacques-Donald Tournier
2021	—	`conf`	Uncertainty-Aware Deep Learning Based Deformable Registration. UNSURE/PIPPI@MICCAI Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
2021	J	`jnl`	Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling. CoRR Balder Croquet, Daan Christiaens, Seth M. Weinberg, Michael M. Bronstein, Dirk Vandermeulen, Peter Claes
2021	—	`conf`	Unsupervised Diffeomorphic Surface Registration and Non-linear Modelling. MICCAI (4) Balder Croquet, Daan Christiaens, Seth M. Weinberg, Michael M. Bronstein, Dirk Vandermeulen, Peter Claes
2021	J	`jnl`	dStripe: Slice artefact correction in diffusion MRI via constrained neural network. Medical Image Anal. Maximilian Pietsch, Daan Christiaens, Joseph V. Hajnal, Jacques-Donald Tournier
2020	—	`conf`	Diffusion Tensor Driven Image Registration: A Deep Learning Approach. WBIR Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
2020	J	`jnl`	Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction. IEEE Trans. Medical Imaging Maria Deprez, Anthony Price, Daan Christiaens, Georgia Lockwood Estrin, Lucilio Cordero-Grande, Jana Hutter, Alessandro Daducci, Jacques-Donald Tournier, Mary A. Rutherford, Serena J. Counsell, Meritxell Bach Cuadra, Joseph V. Hajnal
2020	—	`conf`	Multi-channel Registration for Diffusion MRI: Longitudinal Analysis for the Neonatal Brain. WBIR Alena Uus, Maximilian Pietsch, Irina Grigorescu, Daan Christiaens, Jacques-Donald Tournier, Lucilio Cordero-Grande, Jana Hutter, A. David Edwards, Joseph V. Hajnal, Maria Deprez
2020	J	`jnl`	On the need for bundle-specific microstructure kernels in diffusion MRI. NeuroImage Daan Christiaens, Jelle Veraart, Lucilio Cordero-Grande, Anthony N. Price, Jana Hutter, Joseph V. Hajnal, Jacques-Donald Tournier
2019	J	`jnl`	A framework for multi-component analysis of diffusion MRI data over the neonatal period. NeuroImage Maximilian Pietsch, Daan Christiaens, Jana Hutter, Lucilio Cordero-Grande, Anthony N. Price, Emer J. Hughes, A. David Edwards, Joseph V. Hajnal, Serena J. Counsell, Jacques-Donald Tournier
2019	J	`jnl`	Complex diffusion-weighted image estimation via matrix recovery under general noise models. NeuroImage Lucilio Cordero-Grande, Daan Christiaens, Jana Hutter, Anthony N. Price, Joseph V. Hajnal
2019	J	`jnl`	Learning Compact ${q}$ -Space Representations for Multi-Shell Diffusion-Weighted MRI. IEEE Trans. Medical Imaging Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Anthony N. Price, Maria Deprez, Joseph V. Hajnal, Jacques-Donald Tournier
2019	—	`ed.`	Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis - First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings SUSI/PIPPI@MICCAI Qian Wang, Alberto Gómez, Jana Hutter, Kristin McLeod, Veronika A. M. Zimmer, Oliver Zettinig, Roxane Licandro, Emma C. Robinson, Daan Christiaens, Esra Abaci Turk, Andrew Melbourne
2018	J	`jnl`	Slice-level diffusion encoding for motion and distortion correction. Medical Image Anal. Jana Hutter, Daan Christiaens, Torben Schneider, Lucilio Cordero-Grande, Paddy Slator, Maria Deprez, Anthony N. Price, Jacques-Donald Tournier, Mary A. Rutherford, Joseph V. Hajnal
2017	J	`jnl`	Convexity-constrained and nonnegativity-constrained spherical factorization in diffusion-weighted imaging. NeuroImage Daan Christiaens, Stefan Sunaert, Paul Suetens, Frederik Maes
2017	—	`conf`	Dynamic Field Mapping and Motion Correction Using Interleaved Double Spin-Echo Diffusion MRI. MICCAI (1) Jana Hutter, Daan Christiaens, Maria Deprez, Lucilio Cordero-Grande, Paddy Slator, Anthony Price, Mary A. Rutherford, Joseph V. Hajnal
2017	J	`jnl`	ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI. Medical Image Anal. Oskar Maier, Bjoern H. Menze, Janina von der Gablentz, Levin Häni, Mattias P. Heinrich, Matthias Liebrand, Stefan Winzeck, Abdul Basit, Paul Bentley, Liang Chen, Daan Christiaens, Francis Dutil, Karl Egger, Chaolu Feng, Ben Glocker, Michael Götz, Tom Haeck, Hanna-Leena Halme, Mohammad Havaei, Khan M. Iftekharuddin, Pierre-Marc Jodoin, et al.
2016	—	`—`	Data-driven Local and Global Reconstruction of White Matter Fibres in Diffusion-Weighted Imaging ; Data-gedreven lokale en globale reconstructie van wittestofbanen in diffusie-gewogen beelden. Daan Christiaens
2016	J	`jnl`	Denoising of diffusion MRI using random matrix theory. NeuroImage Jelle Veraart, Dmitry S. Novikov, Daan Christiaens, Benjamin Ades-aron, Jan Sijbers, Els Fieremans
2015	—	`conf`	A Voxel-Wise, Cascaded Classification Approach to Ischemic Stroke Lesion Segmentation. Brainles@MICCAI David Robben, Daan Christiaens, Janaki Raman Rangarajan, Jaap Gelderblom, Philip Joris, Frederik Maes, Paul Suetens
2015	—	`conf`	Convex Non-negative Spherical Factorization of Multi-Shell Diffusion-Weighted Images. MICCAI (1) Daan Christiaens, Frederik Maes, Stefan Sunaert, Paul Suetens
2015	J	`jnl`	Global tractography of multi-shell diffusion-weighted imaging data using a multi-tissue model. NeuroImage Daan Christiaens, Marco Reisert, Thijs Dhollander, Stefan Sunaert, Paul Suetens, Frederik Maes
2013	—	`conf`	Groupwise Deformable Registration of Fiber Track Sets Using Track Orientation Distributions. CDMRI/MMBC@MICCAI Daan Christiaens, Thijs Dhollander, Frederik Maes, Stefan Sunaert, Paul Suetens