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Adrian Dalca
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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
7272009
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
6722019
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
4252018
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
2882019
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
2502018
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
2402018
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
1512019
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
1202018
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
962015
Genome variation discovery with high-throughput sequencing data
AV Dalca, M Brudno
Briefings in bioinformatics 11 (1), 3-14, 2010
892010
Learning Conditional Deformable Templates with Convolutional Networks
AV Dalca, M Rakic, J Guttag, MR Sabuncu
Advances in Neural Information Processing Systems 32, 2019
652019
Gaussian Process Prior Variational Autoencoders
FP Casale, A Dalca, L Saglietti, J Listgarten, N Fusi
Advances in Neural Information Processing Systems, 10389-10400, 2018
622018
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
56*2020
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
492019
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
482019
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
442013
Joint modeling of imaging and genetics
NK Batmanghelich, AV Dalca, MR Sabuncu, P Golland
International Conference on Information Processing in Medical Imaging, 766-777, 2013
392013
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
362020
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
362017
White matter hyperintensity quantification in large-scale clinical acute ischemic stroke cohorts–The MRI-GENIE study
MD Schirmer, AV Dalca, R Sridharan, AK Giese, KL Donahue, MJ Nardin, ...
NeuroImage: Clinical 23, 101884, 2019
352019
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