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Adrian Dalca
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VoxelMorph: a learning framework for deformable medical image registration
G Balakrishnan, A Zhao, MR Sabuncu, J Guttag, AV Dalca
IEEE transactions on medical imaging 38 (8), 1788-1800, 2019
15012019
SHRiMP: accurate mapping of short color-space reads
SM Rumble, P Lacroute, AV Dalca, M Fiume, A Sidow, M Brudno
PLoS computational biology 5 (5), e1000386, 2009
7662009
An Unsupervised Learning Model for Deformable Medical Image Registration
G Balakrishnan, A Zhao, MR Sabuncu, J Guttag, AV Dalca
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
7232018
Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation
A Zhao, G Balakrishnan, F Durand, JV Guttag, AV Dalca
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
4962019
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration
AV Dalca, G Balakrishnan, J Guttag, MR Sabuncu
International Conference on Medical Image Computing and Computer-Assisted …, 2018
4152018
Synthesizing Images of Humans in Unseen Poses
G Balakrishnan, A Zhao, AV Dalca, F Durand, J Guttag
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018
3362018
Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces
AV Dalca, G Balakrishnan, J Guttag, MR Sabuncu
Medical image analysis 57, 226-236, 2019
3102019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation
AV Dalca, J Guttag, MR Sabuncu
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
1732018
Interactive Whole-Heart Segmentation in Congenital Heart Disease
D Pace, AV Dalca, T Geva, AJ Powell, MH Moghari, P Golland
Medical Image Computing and Computer Assisted Intervention 9351, 80–88, 2015
1322015
Deep-learning-based Optimization of the Under-sampling Pattern in MRI
CD Bahadir, AQ Wang, AV Dalca, MR Sabuncu
IEEE Transactions on Computational Imaging 6, 1139-1152, 2020
1222020
Gaussian Process Prior Variational Autoencoders
FP Casale, A Dalca, L Saglietti, J Listgarten, N Fusi
Advances in Neural Information Processing Systems, 10389-10400, 2018
1212018
Learning Conditional Deformable Templates with Convolutional Networks
AV Dalca, M Rakic, J Guttag, MR Sabuncu
Advances in Neural Information Processing Systems 32, 2019
1192019
SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining
B Billot, DN Greve, O Puonti, A Thielscher, K Van Leemput, B Fischl, ...
Medical Image Analysis, 102789, 2023
113*2023
SynthMorph: learning contrast-invariant registration without acquired images
M Hoffmann, B Billot, DN Greve, JE Iglesias, B Fischl, AV Dalca
IEEE transactions on medical imaging 41 (3), 543-558, 2021
106*2021
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
A Hering, L Hansen, TCW Mok, ACS Chung, H Siebert, S Häger, A Lange, ...
IEEE Transactions on Medical Imaging 42 (3), 697-712, 2022
1042022
Automated segmentation of the hypothalamus and associated subunits in brain MRI
B Billot, M Bocchetta, E Todd, AV Dalca, JD Rohrer, JE Iglesias
Neuroimage 223, 117287, 2020
1012020
Hypermorph: Amortized hyperparameter learning for image registration
A Hoopes, M Hoffmann, B Fischl, J Guttag, AV Dalca
Information Processing in Medical Imaging: 27th International Conference …, 2021
992021
Genome variation discovery with high-throughput sequencing data
AV Dalca, M Brudno
Briefings in bioinformatics 11 (1), 3-14, 2010
952010
A learning strategy for contrast-agnostic MRI segmentation
B Billot, D Greve, K Van Leemput, B Fischl, JE Iglesias, AV Dalca
arXiv preprint arXiv:2003.01995, 2020
882020
Learning-based optimization of the under-sampling pattern in MRI
CD Bahadir, AV Dalca, MR Sabuncu
Information Processing in Medical Imaging: 26th International Conference …, 2019
872019
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