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Picture for Juan Eugenio Iglesias

Juan Eugenio Iglesias

Centre for Medical Image Computing, Department of Computer Science, University College London, UK, Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Boston, USA, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Boston, USA

SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI


Jun 22, 2022
Junshen Xu, Daniel Moyer, P. Ellen Grant, Polina Golland, Juan Eugenio Iglesias, Elfar Adalsteinsson

* Accepted by MICCAI 2022 

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SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration


May 15, 2022
Sean I. Young, Yaël Balbastre, Adrian V. Dalca, William M. Wells, Juan Eugenio Iglesias, Bruce Fischl


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Accurate super-resolution low-field brain MRI


Feb 07, 2022
Juan Eugenio Iglesias, Riana Schleicher, Sonia Laguna, Benjamin Billot, Pamela Schaefer, Brenna McKaig, Joshua N. Goldstein, Kevin N. Sheth, Matthew S. Rosen, W. Taylor Kimberly


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SUD: Supervision by Denoising for Medical Image Segmentation


Feb 07, 2022
Sean I. Young, Adrian V. Dalca, Enzo Ferrante, Polina Golland, Bruce Fischl, Juan Eugenio Iglesias

* Author's manuscript for IEEE Trans. Pattern Anal. Mach. Intell 

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Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images


Jul 30, 2021
Adrià Casamitjana, Matteo Mancini, Juan Eugenio Iglesias

* Simulation and Synthesis in Medical Imaging (SASHIMI) 

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SynthSeg: Domain Randomisation for Segmentation of Brain MRI Scans of any Contrast and Resolution


Jul 20, 2021
Benjamin Billot, Douglas N. Greve, Oula Puonti, Axel Thielscher, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, Juan Eugenio Iglesias

* 20 pages, 11 figures, currently under review 

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Towards Deep Learning-assisted Quantification of Inflammation in Spondyloarthritis: Intensity-based Lesion Segmentation


Jun 21, 2021
Carolyna Hepburn, Hui Zhang, Juan Eugenio Iglesias, Alexis Jones, Alan Bainbridge, Timothy JP Bray, Margaret A Hall-Craggs

* 21 pages, 21 figures 

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Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas


May 04, 2021
Adrià Casamitjana, Marco Lorenzi, Sebastiano Ferraris, Loc Peter, Marc Modat, Allison Stevens, Bruce Fischl, Tom Vercauteren, Juan Eugenio Iglesias


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Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms


Apr 02, 2021
Loic Peter, Daniel C. Alexander, Caroline Magnain, Juan Eugenio Iglesias

* Accepted at IEEE Transactions on Medical Imaging 

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