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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
9052019
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
7342009
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
5122018
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
3572019
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
3112018
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
2732018
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
2002019
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
1362018
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
1082015
Genome variation discovery with high-throughput sequencing data
AV Dalca, M Brudno
Briefings in bioinformatics 11 (1), 3-14, 2010
902010
Learning Conditional Deformable Templates with Convolutional Networks
AV Dalca, M Rakic, J Guttag, MR Sabuncu
Advances in Neural Information Processing Systems 32, 2019
862019
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
79*2020
Gaussian Process Prior Variational Autoencoders
FP Casale, A Dalca, L Saglietti, J Listgarten, N Fusi
Advances in Neural Information Processing Systems, 10389-10400, 2018
782018
Learning-based optimization of the under-sampling pattern in MRI
CD Bahadir, AV Dalca, MR Sabuncu
International Conference on Information Processing in Medical Imaging, 780-792, 2019
612019
Unsupervised deep learning for Bayesian brain MRI segmentation
AV Dalca, E Yu, P Golland, B Fischl, MR Sabuncu, J Eugenio Iglesias
International Conference on Medical Image Computing and Computer-Assisted …, 2019
602019
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
522020
On postglacial sea level—III. Incorporating sediment redistribution
AV Dalca, KL Ferrier, JX Mitrovica, JT Perron, GA Milne, JR Creveling
Geophysical Journal International 194 (1), 45-60, 2013
492013
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
482020
Hypermorph: Amortized hyperparameter learning for image registration
A Hoopes, M Hoffmann, B Fischl, J Guttag, AV Dalca
International Conference on Information Processing in Medical Imaging, 3-17, 2021
452021
Frequency Diffeomorphisms for Efficient Image Registration
M Zhang, R Liao, AV Dalca, EA Turk, J Luo, PE Grant, P Golland
Information Processing in Medical Imaging, 2017
452017
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