Följ
Adrian Dalca
Adrian Dalca
Harvard Medical School & Massachusetts Institute of Technology
Verifierad e-postadress på mit.edu - Startsida
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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
7332019
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
7232009
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
4562018
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
3092019
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
2742018
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
2462018
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
1672019
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
1272018
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
1002015
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
742019
Gaussian Process Prior Variational Autoencoders
FP Casale, A Dalca, L Saglietti, J Listgarten, N Fusi
Advances in Neural Information Processing Systems, 10389-10400, 2018
682018
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
63*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
542019
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
512019
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
Trends and focus of machine learning applications for health research
B Beaulieu-Jones, SG Finlayson, C Chivers, I Chen, M McDermott, ...
JAMA network open 2 (10), e1914051-e1914051, 2019
392019
Reconstructing video of time-varying sources from radio interferometric measurements
KL Bouman, MD Johnson, AV Dalca, AA Chael, F Roelofs, SS Doeleman, ...
IEEE Transactions on Computational Imaging 4 (4), 512-527, 2018
392018
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
382020
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Artiklar 1–20